Transformations using matrices

Size: px
Start display at page:

Download "Transformations using matrices"

Transcription

1 Transformations using matrices 6 sllabusref eferenceence Core topic: Matrices and applications In this cha 6A 6B 6C 6D 6E 6F 6G chapter Geometric transformations and matri algebra Linear transformations Linear transformations and group theor Rotations Reflections Dilations Shears

2 Maths Quest Maths C Year for Queensland Geometric transformations and matri algebra In our junior mathematics studies ou encountered the idea of translation, reflection, rotation and dilation and how these transformations changed the position, size and orientation of the original figure. However, at that stage our investigations were limited to identifing the tpe of transformation that had taken place, the position of the mirror line or centre of rotation, and perhaps the size of the image figure. However, now ou have skills with matrices that will allow much greater detailed eplanation of the position of images or conversel, the transformation necessar to map point (, ) onto point (z, w). The matri algebra used is ver straightforward and because we are limiting our discussion at this stage to -dimensional space, most of our matrices will be of order. Throughout this section ou will be reminded of the properties of groups and how transformations involved in matri algebra can be considered to be a group. Transformations A transformation t is an operation which maps each point of the Cartesian plane onto some other point on the plane. Consider point P(, ). Under a transformation t this point is mapped onto P (, ). The point P(, ) is referred to as the original or pre-image point and P (, ) is the image. This transformation can be written in its most general form as (, ) t(, ). P(, ) t P'(', ') WORKED Eample Find the coordinates of the image points of A(, ) and B(, ) under the transformation defined b the equations: Think of and as functions of and. Substitute and into equations for and. For A(, ) () ()( ) + ( ) ()( ) + () ( ) 6 + +

3 Chapter 6 Transformations using matrices Write the coordinates of the transformed image. The smbol is used to denote maps onto. A(, ) A (9, ) Substitute and for B. For B(, ) () ()() + () ()() + () () Write the coordinates of the transformed image. B(, ) B (, 9) Sketch each original point and its image. Notice that the transformation of A seems quite unconnected with the transformation of B. B'(, 9) A'(9,) t t A(, ) B(, ) Translations The equations used in the previous eample define a general transformation or mapping. A translation is a specific transformation that involves a shift of each point in the same direction. + a + b Each -coordinate is moved a units parallel to the -ais and each -coordinate is moved b units parallel to the -ais. P(, ) t a P'(', ') b The image of P is written P and this translation can be epressed in matri equation form as a + where b. is the vector holding the image coordinates (, ) of point P

4 Maths Quest Maths C Year for Queensland. represents the original coordinates (, ) of point P a. is the translation vector and represents information about the horizontal b and vertical displacement. Note t (lower case) denotes the translation itself and T (upper case) denotes the matri of the translation. Therefore (, ) t(, ) can be written in matri form as + T + a b + a + b WORKED Eample Find the image of triangle PQR with vertices P(, -), Q(, ) and R(-, -) under the translation vector. Sketch the original and image figures. State the general translation matri equation. + a b First sketch the original points, with coordinates, as shown below. Substitute - and -values for each point in turn. For P(, )

5 Chapter 6 Transformations using matrices P(, ) maps to P (7, ). P(, ) P (7, ) For Q(, ) Q(, ) maps to Q (, ). Q(, ) Q (, ) For R(, ) R(, ) maps to R (, ). R(, ) R (, ) Sketch the image points with the original. Q(, ) Q'(, ) R(, ) P(, ) R'(, ) P'(7, ) Note that the image has been moved units to the right and unit down but remains unchanged in shape, area, size and orientation. Such a transformation is said to be congruent. Successive translations The translation above could have been achieved b a succession of translations that have the final effect of across and down. An number of successive translations could achieve this: and or the reverse order, and, and so on.

6 Maths Quest Maths C Year for Queensland Show that the translation T followed b T maps the point P(, -) from the previous eample to the same point P (7, -) as found in worked eample, and that the order of the translation has no effect on the result. Set up the general matri equation. + T Use T followed b T. For P(, ) WORKED Eample + P(, ) P (, ) is the image, P of image P. + T + Use T followed b T. + 7 P (, ) P (7, ) Therefore P(, ) P (, ) P (7, ) P(, ) P (, 6) P (, 6) P (7, ) Therefore P(, ) P (, 6) P (7, )

7 Chapter 6 Transformations using matrices Sketch the translated image in stages. P(, ) P''(7, ) t t P'(, 6) This eample shows, but does not prove that a set of translations is commutative, that is the order of operation does not affect the final result. Translation of a curve WORKED Eample Find the equation of the curve under the translation of T. Set up the general matri equation. + To find the image of the curve we must epress and as found in the original function in terms of and. Substitute for and in the original function to obtain the function in terms of the image coordinates. + + ( ) Rearrange and epand this function. + Factorise to obtain the zeros for the function. -ais intercepts occur when ( )( + ) -ais intercepts occur when or + Find the -ais intercepts. -ais intercepts occur when () Continued over page

8 6 Maths Quest Maths C Year for Queensland Sketch the original and image functions. Note that the turning point (, ) maps to (, ) which was the translation vector. 6 (, ) ' ' ' (, ) remember remember. A translation T can be written as + T in matri equation form. The matri is the vector representing the coordinates of the point (, ) and represents the coordinates of the point (, ) the image of (, ) after translation.. A translation results in an image congruent to the original object.. A set of translations is commutative the order of operation does not affect the final result. 6A Geometric transformations and matri algebra WORKED Eample WORKED Eample Find the image of each of the following points under the transformation defined b + + a (, ) b (, ) c (, ) d (, ) Sketch the original point and its image. Find the image of each of the following points under the translation T. a (, ) b (, ) c (, ) d (, ) The vertices of a triangle are given b A(, ), B(, ) and C(7, ). Find the image of the vertices under each of the following translations: a b c d

9 Chapter 6 Transformations using matrices 7 WORKED Eample WORKED Eample The line + undergoes a succession of translations defined b T and T the result.. Show that the order in which these translations take place has no effect on The line + undergoes a translation defined b T. Find the equation of the image curve and sketch the original curve and its image. 6 Find the equation of the image of each of the following curves under the following translations. Graph the original curve and its image using a graphics calculator. a b c 6 d + e Use similar methods to those in question 6 to find the translation vector that maps each of the pairs of points: a (, ) (, ) b (, ) (, ) c (6, ) (, ) Linear transformations Have ou ever wondered how programmers who develop computer games move and manoeuvre characters on a screen to get them to spin or shrink as the appear to move further awa from the observer? The stud of linear transformation forms the foundation for these changes of form and size the warping of the plane on which the characters are mapped. There are man different was in which the original, or pre-image, can be changed or moved so that it looks different, or is in a different place. A linear transformation l is a mapping of the pre-image P(, ) onto the image P (, ) where: a + b c + d for all real values of a, b, c, and d. In matri form this sstem is written as: a c b d L where L a b and is called the transformation matri. c d

10 8 Maths Quest Maths C Year for Queensland WORKED Eample Find the images of the vertices of a unit square ABCD under the transformation given b L. Set up the initial matri equation where the image of P is given as P. Investigate the transformation of each For point D(, ) point in turn. (Recall that the smbol is used to denote maps onto.) That is, D(, ) D (, ) For point A(, ) A(, ) D(, ) B(, ) C (, ) That is, A(, ) A (, ) For point B(, ) That is, B(, ) B (, ) For point C(, ) That is, C(, ) C (, ) Plot the image on the same aes as the original. A(, ) B(, ) A'(, ) D(, ) C(, ) B'(, ) C'(, ) This tpe of transformation leaves the origin unchanged and therefore differs from a translation. The transformation matri can also be etracted from information about the original and image points. An eample of this is shown in the following worked eample.

11 Chapter 6 Transformations using matrices 9 WORKED Eample 6 Find the matri of the linear transformation that maps A(, ) onto A (, -) and B(, -) onto B (, -). Set up the initial matri equation. a c b d State matri equations for A, A, B and B. For point A: a b c d and for point B: a c b d Multipl the matrices to arrive at simultaneous equations for unknowns, a, b, c and d. Rearrange these equations and enter them into the graphics calculator as an augmented matri and perform Gaussian elimination on it (using rref as described in chapter ). From the equation for point A: a + b () c + d () From the equation for point B: a b () c d () a + b c + d a b c d Enter this as: Displa shows [I X]. a, b, c --, d -- 6 Use these values to build L, the linear transformation matri. L As hinted at in the introduction to this section, there are two was to conceptualise a transformation. The more obvious wa is to imagine that the points move to new positions on the Cartesian plane. The other less obvious notion is that it is actuall the Cartesian plane on which the original points are plotted that undergoes distortions to ield the transformed image. Perhaps the former is more straightforward, but the end product will be the same.

12 Maths Quest Maths C Year for Queensland remember remember. A linear transformation can be represented b a b or c d L where L a b is the transformation matri that maps c d point (, ) onto the image (, ).. The transformed image can be found using a b. c d. The transformed image is not congruent to the object. 6B Linear transformations WORKED Eample WORKED Eample 6 ii Which of the following transformations are linear? ii Write the transformation matrices for each of these. a + b + + c d e a Find the images of the points A (, ), B (, ) and C(, ) under the following transformations: i ii iii iv b Sketch the original triangle from a and its different images. Find the image of the points (given below) under the transformation defined b: + a A(, ) b B(, ) c C(, ) Plot the original point and its image in each case. Find the image of the pre-image points A(, ), B(, ) and C (, ) under the transformation defined b: + Plot the original and image points. Find the matri of the linear transformation which maps: a (, ) (, ) and (, ) (, ) b (, ) (, ) and (, ) (, ) c (, ) (, ) and (, ) (, 6) d (, ) (, ) and (, ) (, )

13 Chapter 6 Transformations using matrices Linear transformations and group theor Earlier in our Mathematics C course of stud ou were introduced to group theor (chapter ). You found that a sstem formed a group if the properties of closure and associativit applied and an identit element and inverse eisted. These properties appl to man areas of mathematics including linear transformations. In chapter we investigated whether matrices, in general, formed a group; now we will stud groups that perform linear transformations. Closure If l is a linear transformation that maps (, ) (, ) then (, ) l (, ) If l is a linear transformation that maps (, ) (, ) then (, ) l (, ) Therefore it follows that (, ) l [l (, )] where l is followed b l and maps (, ) (, ). This double transformation can be represented as a single, where l l l. This is known as composition of transformations, where the order is significant. From the Mathematics B course ou would be familiar with the idea of composition of functions, where g() h(f()) indicates that f() is the inner function within the structure and general shape of h(). In matri form L L L L L L where L is a matri and L L L We can verif this result b considering the image of the point P(, ) after a linear transformation L followed b a linear transformation L. Show that following this double transformation produces the point P (, ). If we mapped P(, ) directl to P (, ) in a single transformation, find the transformation matri L. Is this transformation matri L equivalent to L L or L L? P l l l P" P' 6

14 Maths Quest Maths C Year for Queensland WORKED Eample 7 If l and l are linear transformations such that L and L : a find P, the image of P (, ) under l b find P, the image of P under transformation l c find the single transformation of P such that l l l d verif that P (as found in part b) is equal to LP a Use matri operation to find P, the image of P (, ) under l.. b Find P, the image of P under transformation l. c Find the single transformation of P such that l l l. L d Verif that P (as found in part b) is equal to LP. LP P Therefore P(, ) P (, ) Associativit As seen with matri operations, matri multiplication is associative; that is, (L L )L L (L L ). Therefore linear transformations are associative; that is, (l l )l l (l l ). Identit Remember the identit element (IE) is one which leaves the original number unchanged. When dealing with linear transformation this means that matri multiplication has been performed which leaves the original point unchanged. This is the identit transformation and is denoted b l i and the matri is I. For a matri, I. Inverse transformations An inverse transformation is one that maps the image back to the original point where (, ) (, ) (, ). This transformation is denoted b l. As with other inverses ll l l As with other inverses ll l i l P(, ) l P'(', ')

15 Chapter 6 Transformations using matrices a If L is the linear transformation matri and A is the transformation matri which returns the point to the original, then A L. As with general matri terminolog, the transformation l is non-singular; that is, l has an inverse if it has a matri l that will map the image back to the original. Therefore, onl linear transformations that have an inverse l can be considered to form a group. If l is singular then the set of linear transformations does not form a group. Abelian groups If the composition of linear transformations is commutative, then the set will form an Abelian group. But in general, multiplication of linear transformations is not commutative, that is l l l l. WORKED Eample Find the image of the point P(, ) under l followed b l with L L..6.. b Verif that l l in was. 8 a Set matrices in LP form. a P is the point (, ). Now find P using P L P Since P (, ) P(, ), L has mapped P (, ) back onto the original, therefore L is the inverse linear transformation of L. b Verif this b showing L L I. b L L..6.. Verif b finding the inverse of L. L ad bc d b c a L L..6.. L L State the conclusion. Therefore L L

16 Maths Quest Maths C Year for Queensland WORKED Eample 9 Determine whether the following linear transformation, l is singular or non-singular. + + State l in matri form. Test to determine whether the determinant. State our conclusion. L for L a b c d L ad bc 6 8 Since det L, L is non-singular, that is, it has an inverse. Images of curves non-singular transformations So far we have mainl considered onl the images of individual points under linear transformation where L. Now consider the image of a curve essentiall a set of points. WORKED Eample Find the image of the line under the linear transformation L. We need to epress the original function in terms of the image points so we need to find and substitute image points for the original points and. Evaluate the inverse. L L L L L

17 Chapter 6 Transformations using matrices 6 Epress and in terms of the original points. Simplif and rearrange the image equation. Some tets drop the primes on and at this stage, but if the are left in it reminds us that the graph of this function is the image of the original. Graph the original and image functions. Therefore Substitute for and in terms of the image points, into the original function: -- ( ) ' ' Images of curves singular transformations If a linear transformation L is singular, then L does not have an inverse and the method shown in worked eample cannot be used. We need to use a different approach as shown in the net worked eample. WORKED Eample Find the image of the circle + under the linear transformation L. State the initial transformation in general matri form. L Continued over page

18 6 Maths Quest Maths C Year for Queensland Find values for and. + + Notice that the equation for equals twice the equation for. Therefore this should be stated as the function of the image. Sketch the original and image curves. (, ) ' ' + (, ) (, ) (, ) remember remember. (a) Linear transformations are closed. (b) If (, ) l (, ) where l is a linear transformation that maps (, ) (, ) and l is a linear transformation that maps (, ) (, ) then (, ) l (, ) l [l (, )] where l is followed b l. Linear transformations are associative; that is, (l l )l l (l l ).. The identit transformation is denoted b l i and is represented b the identit matri I.. An inverse transformation is one that maps the image back to the original point where (, ) (, ) (, ) and is denoted b l. As with other inverses ll l l l i Onl linear transformations that have an inverse l can be considered to form a group.. If linear transformations are commutative, then the will form an Abelian group. But in general, multiplication of transformations is not commutative, that is l l l l.

19 Chapter 6 Transformations using matrices 7 6C Linear transformations and group theor WORKED Eample 7, 8, 9 WORKED Eample WORKED Eample A linear transformation l is defined as + + a What will the image of P(, ) be? b Is this linear transformation singular? c Show that l (l P ) P. d Use this linear transformation to state the image of the following curves: i ii + iii + Find the image of the circle + 9 under each of the following transformations. a b c Find the image of the circle + 9 under each of the following transformations. a b c 6 8 Show that under an linear transformation the image of a straight line is itself a straight line. a Sketch the following curves on separate aes. i ii + b Find the image of each curve under the linear transformation c Sketch each image as well as the original curve. 6 Find the image of each of the following curves under the linear transformation. a b + Rotations A rotation is a transformation in which the plane rotates about a fied point called the centre of rotation. This point is usuall taken as the origin, the rotation in an anticlockwise direction is considered a positive rotation and, in a clockwise direction as a negative rotation. Eamine the diagram at right to note that the centre of rotation is the onl point that doesn t move. C B A B' θ A' C'

20 8 Maths Quest Maths C Year for Queensland In a rotation:. each original point rotates through the same angle of rotation.. the image is congruent to the original the length, angle and area remain unchanged in the image. This is referred to as a congruent transformation.. r q denotes rotation in a positive direction through an angle of θ and R θ is the matri of rotation. With all the transformations that will be discussed we will generate matrices based on where the points (, ) and (, ) are mapped to on the plane, as a result of the transformation. These points are represented b columns and of the identit matri: Special rotations In this section we will discuss transformations involving rotations of 9, 8, 7 and 6, as well as general rotations. Rotation of 9 Consider the figure below. (, ) (, ) 9º (, ) (, ) 9º As the plane rotates through θ 9 about the origin, point (, ) will map to point (, ) and point (, ) will map to point (, ). Hence, the identit matri, I, is altered to to achieve a rotation of 9 about the origin. It is most important that ou recognise the pattern that is displaed b the columns in the matri and the coordinates of the image points. This concept forms the basis of the net section of work and totall eliminates remembering formulas so that ou will be able to understand what is happening to the points. Hence R 9 and is the matri of rotation. In general terms (, ) (, ) P'(', ') P(, )

21 Chapter 6 Transformations using matrices 9 As mentioned earlier, these rotation matrices should not be learned. The are quite similar and can be too readil confused. Sketch the original (, ) and (, ) points and then use their images to build the rotation matrices. Rotation of 8 In the diagrams below, notice that point (, ) is mapped onto point (, ) and point (,) is mapped onto (, ). (, ) P(, ) (, ) 8º (, ) 8º 8º (, ) P'(', ') Therefore R 8 where (, ) (, ). Rotation of 7 In the diagrams below, notice that point (, ) is mapped onto point (, ) and point (, ) is mapped onto point (, ). (, ) P(, ) 7º (, ) (, ) 7º 7º (, ) P'(', ') Therefore R 7 where (, ) (, ). Rotation of 6 R 6 itself). General rotation of θ because R 6 essentiall leaves the original unchanged (or mapped onto Consider the points (, ) and (, ) that are rotated through angle θ about the origin. B' cos θ sin θ θ B(,) Q θ cos θ P A' sin θ A(, )

22 Maths Quest Maths C Year for Queensland Careful eamination of the diagram shows that point (, ) is mapped onto point (cos θ, sin θ) and point (, ) is mapped onto point ( sin θ, cos θ) where sinθ cos θ (horizontal) and sin θ (vertical) θ cos θ R θ cos θ sin θ sin θ cos θ R θ, where θ is taken in a clockwise, negative rotation about the origin, and is shown in the diagram to the right. θ P(, ) R θ cos ( θ) sin ( θ) sin ( θ) cos ( θ) P'(', ') R θ cos θ sin θ sin θ cos θ since cos ( θ) cos θ and sin ( θ) sin θ Both R θ and R θ can be used to confirm the specific cases of R 9, R 8 and R 7. R 9 cos 9 sin 9 sin 9 cos 9 Remember that when ou need to evaluate a trigonometric ratio:. sketch the angle concerned in the correct quadrant. write the coordinates or length of the sides on the right-angled triangle. in the unit circle, the cosine ratio involves onl the -coordinate and the sine ratio involves onl the -coordinate. Verification of the other angle measures is left as a future eercise. WORKED Eample Find the image of the point (, -) under a rotation of π -- c about the origin. Write the general rotation matri and sketch the original point (shown below). R θ cos θ sin θ sin θ cos θ π Substitute -- c cos -- π for θ. R θ sin -- π (Note: The small c is the smbol for sin -- π cos -- π circular or radian measure.)

23 Chapter 6 Transformations using matrices Alwas use a sketch to develop the matri. R θ π π Set up the general matri form for transformations Rationalise the denominator and simplif Sketch the original and the image points. π (, ) (, )

24 Maths Quest Maths C Year for Queensland WORKED Eample Find the image of the line + under the rotation of π -- c 6 about the origin. Write the general R θ matri. R θ cos θ sin θ sin θ cos θ π Substitute -- c for θ and evaluate using 6 the relevant triangle of ratios. R π 6 -- cos π 6 -- sin π 6 -- sin π 6 -- cos π 6 -- π π Set up the general transformation matri model, rearranged so that is the subject. R π 6 -- R π -- 6 Evaluate the inverse of R Multipl out the matrices Substitute for and in the original + becomes function ( ) 8 After appling the Distributive Law and rationalising the denominator, this + + epression can be simplified. ( ) + ( )

25 Chapter 6 Transformations using matrices 8 Use our calculator onl at the end to simplif surds for sketching purposes. ' ( )' + ( ) + remember remember. For general rotation θ in an anticlockwise direction about the origin R θ cos θ sin θ. sin θ cos θ. Use the special right-angled triangles to obtain the trigonometric ratios.. Rotation is a congruent transformation. 6D Rotations WORKED Eample WORKED Eample Construct matrices for the following anticlockwise rotations about the origin (the angles are given in radians). π π a -- b π c d π Find the image of the following points under the given anticlockwise rotations about the origin. a (, ) π c θ -- b (, ) θ π c c (6, ) π c θ -- d (, ) θ 6 e (, ) θ 9 f (, ) π c θ -- 6 a Find the equation of the image of the line + as a result of the following rotations: π c π i θ ii θ -- iii θ -- c b Sketch each original line and its image. Find the equation of the image of the circle + π c after a rotation of --. What do ou notice? Can ou eplain wh this is so? WorkSHEET 6.

26 Maths Quest Maths C Year for Queensland Reflections A reflection is a linear transformation in which ever point of the original is reflected through a straight line called a mediator. This line can be thought of as a mirror. The diagram at right shows LABC reflected through the mediator m, at. A' A In a reflection:. corresponding points of the image and original figures are equidistant from and perpendicular to the mediator. length, angle and area of the image and C' B' original are unchanged, hence it is a congruent transformation. an points of the original on the mediator are left unchanged. m B C We usuall let m denote the reflection transformation and M the reflection matri.

27 Chapter 6 Transformations using matrices Reflection in the -ais (where ) Again, sketch the points (, ) and (, ) from the identit matri I. Under a reflection in the -ais, point (, ) will map to (, ) and point (, ) will map onto itself because it is on the mediator. (, ) Therefore M. (, ) m (, ) Reflection in the -ais (where ) If ou sketch the original points (, ) and (, ) ou will notice that if these points are reflected in the -ais then point (, ) will map to (, ) and point (, ), which is on the mediator, will map onto itself. Therefore, M. (, ) m (, ) (, ) Find the image of point (, ) under reflection M. Sketch the original and its image. WORKED Eample Sketch the diagram to construct our reflection matri. (, ) (, ) m (, ) M Write the initial transformation matri statement. M Continued over page

28 6 Maths Quest Maths C Year for Queensland Substitute the necessar values and evaluate. Sketch the original and image points. The image is the point (, ). P(, ) m P'(, ) Find the image of under reflection in the -ais. Sketch the original and its image. WORKED Eample Sketch the diagram to construct our reflection matri. m (, ) (, ) (, ) M Write the initial transformation matri statement and rearrange it to have the original points as the subject. M M Substitute for M and evaluate the inverse

29 Chapter 6 Transformations using matrices 7 Multipl to give epressions for and. Sketch the original and image graphs. Note the origin is left unchanged. Substitute for and into the original equation. m ' ' Reflection in line To find this reflection, sketch the situation as described. Remember to note the main points from the introduction to this section:. corresponding points of the image and original figures are equidistant from and perpendicular to the mediator. length, angle and area of the image and original are unchanged, hence it is a congruent transformation. an points of the original on the mediator are left unchanged. We find that (, ) and (, ) map to each other, therefore M. WORKED Eample 6 Find the equation of the image reflected in the line. (, ) (, ) Sketch the relevant diagram to establish the reflection matri. (, ) (, ) M Continued over page

30 8 Maths Quest Maths C Year for Queensland Set up the initial matri equation and rearrange to have and as the subject. M M Find the inverse of M Multipl matrices to determine and. Substitute for and in the original epression. Sketch the original and image curves. Note that the points (, ) and (, ) are unchanged as the are on the mediator. 6 becomes ± (, ) ' ' ' ' Reflection in the line tan q This line might be more easil recognised as m, where m is the gradient of the line which passes through the origin. Remember that the gradient m and tangent ratio Therefore the tangent and gradient ratios provide the rise same information: run Carefull eamine these diagrams that illustrate reflection of the points (, ) and (, ) in the line tan θ. θ θ B(, ) θ 9 θ A' (cos, sin ) θ θ tanθ A(, ) m tanθ 9 θ B'(cos(9 ), sin(9 ) ) θ θ

31 Chapter 6 Transformations using matrices 9 Note the following from these diagrams. For the point (, ):. point A is reflected to a point equidistant from and perpendicular to the line. the angle from the -ais to A is θ. the -coordinate of the right-angled triangle is cos θ. the -coordinate of this triangle is sin θ.. Hence point (, ) (cos θ, sin θ). For the point (, ):. point B is reflected to a point equidistant from and perpendicular to the line. MOB 9 θ therefore MOB 9 θ. therefore XOB (9 θ) θ 9 θ. the -coordinate cos (9 θ). the -coordinate sin (9 θ) because the angle is in the fourth quadrant. 6. Hence point (, ) [cos (9 θ), sin(9 θ)]. 7. Using trigonometric ratios, this simplifies to ield (sin θ, cos θ). (Remember that sin cos 6, etc.) Using all this information from the reflection of points (, ) and (, ) in the line tan θ ields: M tan θ cos θ sin θ. sin θ cos θ WORKED Eample Find the matri for the reflection in the line. (Note that the sign applies onl to the.) Use a sketch to epress as the tangent ratio of some angle. 7 π 6 π π tan -- State the general reflection matri in the line π tan θ, then substitute -- for θ. M tan θ M cos θ sin θ sin θ cos θ cos π sin π sin π cos π Continued over page

32 Maths Quest Maths C Year for Queensland Evaluate these ratios using the following triangle π π WORKED Eample 8 Find the image of the line as reflected in the line. Use the matri from the previous eample as M. M Set up the initial matri transformation and inverse statement. M M Find the inverse and multipl the matrices

33 Chapter 6 Transformations using matrices 6 Substitute for and into the original equation. Make sure ou carr through the minus sign from the function. Simplif and rationalise the denominators to find the equation of the image line. The last line is included for ease of graphing onl. Sketch the original and its image. becomes ( ) '.7'.7 remember remember. Reflection is a congruent transformation.. Reflection occurs through a mediator, m.. Reflection in the line tan θ is represented b M cos θ sin θ. sin θ cos θ 6E Reflections Write the matrices for the following reflections: a m b m c m d m e m f m WORKED Eample Find the images of each of the following points under the reflection given below. Sketch each original and its image. a -ais b -ais c d i (, ) ii (, ) iii (, ) iv (, ) v (, ) vi (, )

34 Maths Quest Maths C Year for Queensland WORKED Eample,6,7,8 Find the image of the following curves under each of the reflections given below. a b c + d Dilations i -ais ii -ais iii iv (part a onl) So far we have investigated kinds of transformations. The translation shifted the figure on the plane, the general linear transformation produced an image that, on occasions, bore little resemblance to its original. The rotation and reflection transformations are P' congruent transformations with the original basicall repositioned on the plane. A dilation P is a transformation in which point P and image P are collinear from a fied point, usuall the origin O, as shown in the figure at right. O The length OP kop where k is referred to as the dilation factor. If k >, a dilation ma be an enlargement (for k > ) or a reduction (for < k < ). A' A A B B' A' B' B O C k > C' O C' C < k < If k < then the image of the original has been mapped through the origin in a reverse direction. In this diagram, k --, therefore the image appears half the distance from the fied point O and on the opposite side of O to the original points. B' C' O C A A' k < B In a dilation:. length and area are not preserved; the shape will appear similar, but not congruent to the original. the dilation d is denoted b the matri D k, with the dilation factor of k given parallel to the -ais and the anchor line being the -ais.

35 Chapter 6 Transformations using matrices Dilation parallel to the -ais The dilation matri D k, of the points (, ) and (, ) under the dilation d k, is given b D k, k (, ) where (, ) (k, ). (, ) is left unchanged since it is on the anchor line. the -coordinate is mapped k units awa from the anchor line. This is shown graphicall in the figure at right. Dilation parallel to the -ais can be thought of as pulling the plane awa from the fied point or anchor line in this case, the -ais. Dilation parallel to the -ais This dilation pulls the plane awa from the -ais so all points on the -ais are anchored. The figure at right shows that (, k) D k, k where. (, ) is left unchanged since it is on the anchor line. the -coordinate is mapped k units awa from the anchor line (the -ais). (, ) (, ) WORKED Eample 9 Find the coordinates of the image of point (, ) under the dilation factor of - parallel to the -ais. Sketch the dilation and construct the matri from the sketch. D, (, ) (, ) (, ) Write the general transformation matri equation. D, Continued over page

36 Maths Quest Maths C Year for Queensland Multipl the matrices to produce the image coordinates. P'( 8, ) P(, ) 8 Point (, ) maps to image point ( 8, ) under a dilation of parallel to the -ais. WORKED Eample Find the equation of the image of + under the dilation d,. Sketch the dilation and construct the matri from the sketch. D, (, ) (, ) (, ) Set up the general transformation matri equation and rearrange to have as the subject. D, D, Find the inverse of D, and substitute it into the equation Multipl the matri equations. -- Substitute and in the original equation ( + ). + ( -- ) + +

37 Chapter 6 Transformations using matrices 6 Sketch the original and its image. Note that (, ) remains unchanged since it is on the anchor line of the -ais. (, ) + ' ' + WORKED Eample Find the image of the circle + 9 with a dilation factor of -- parallel to the -ais. Sketch the situation and use this to construct the dilation matri. D --, -- D --, (, ) (, ) (, ) Rearrange to put as the subject. D --, Calculate the inverse of D and substitute it into the equation. Multipl the matrices and write epressions for and. Substitute and into the original equation and rearrange to fit the general equation of an ellipse becomes ( ) + ( ) Continued over page

38 6 Maths Quest Maths C Year for Queensland Sketch the original and its image. This can be written as a b since is the general equation of an ellipse about the origin. Therefore a So the length of the semi-major ais is. b So the length of the semi-minor ais is. + 9 ' + ' 9 If ou think about the original shape and its image as shown in this eample ou will understand that the dilation factor of --, in effect, shrinks the original shape, parallel to the -ais so the figure falls back towards the anchor line (the -ais) and leaves all points on the -ais unchanged. Dilation about the origin, d k The previous dilations have been mapped parallel to an ais, where that ais has provided the anchor line for the stretching of the plane. However, a dilation about the origin does not anchor to a line, but rather to a point the origin. The diagram at right shows this stretch that results in both and coordinates being mapped a dilation factor of k from the origin. Therefore, if the original point is on the origin it will map onto itself. Onl the dilation factor is given in the dilation matri: (, k) (, ) P'(k, k ) P(, ) (, ) (k, ) D k k k

39 Chapter 6 Transformations using matrices 7 WORKED Eample Find the image of under a dilation factor of about the origin. Sketch the situation to construct the matri. D (, ) (, ) (, ) (, ) Set up the initial transformation matri equation. D D Evaluate the inverse and multipl Substitute for and into the original equation and simplif. Sketch the original and its image. The minus sign results in the image reversing its position with respect to the origin, and the factor of results in the broader parabola becomes -- ( -- ) ' '

40 MQ Maths C Yr - 6 Page 8 Monda, October, 6:8 AM 8 M a t h s Q u e s t M a t h s C Ye a r f o r Q u e e n s l a n d Histor of mathematics M AU R I T S C O R N E L I U S E S C H E R ( ) Portrait of M. C. Escher Cordon Art, Baarn, Holland. All rights reserved. During his life... World War I and World War II take place. Flight technolog develops from the Wright brothers first flight in 9 to the moon landing in 969. Israel is established. Quoted as having said I never got a pass mark in math. And just imagine mathematicians now use m prints to illustrate their books. I guess the are quite unaware that I am ignorant about the whole thing. Maurits Escher was born on 7 June 898 in the Netherlands. His earl work was mainl concerned with the representation of visible realit, such as landscapes and buildings. However, he graduall became more interested in studing the abstract space-filling patterns used b the Moors in mosaics found in Spain. He also studied a paper b Pola on 7-plane crstallographic groups; although instead of using geometrical motifs, Escher used animals, plants or people to fill the space on his intricate prints. Even though he professed ignorance of all things mathematical, Escher incorporated man mathematical ideas in his works infinit, Mobius strips, stellations, deformations, reflections, rotations, Platonic solids, spirals and the hberbolic plane. Original Escher prints are highl prized possessions now, but it was not until 9 that he actuall began to earn a reasonable income from his prints. Widel regarded as a graphic artist, his designs have appeared on postage stamps, bank notes, T-shirts, jigsaw puzzles, record album covers, and, as he remarked, man scientific and mathematical publications. Relativit b M. C. Escher Cordon Art, Baarn, Holland. All rights reserved. His work has been held in high regard b both artists and mathematicians. He died in 97, in the Netherlands. Research. Research Mobius strips, stellations, deformations, reflections, rotations, Platonic solids, spirals and the hberbolic plane.. Look through scientific and mathematical publications to see if an use Escher s prints as covers or illustrative pages. remember remember. Dilation occurs in relation to an anchor line or point.. Dilation is not a congruent transformation.

41 Chapter 6 Transformations using matrices 9 6F Dilations WORKED Eample 9 WORKED Eample WORKED Eample WORKED Eample Sketch the original and its image for all questions. Find the image of each of the following points under the dilations given: a, parallel to the -ais b, parallel to the -ais i (, ) ii (, ) iii (, ) iv (, ) v (, ) vi (--, ) Find the image of the line under the following dilations: a dilation factor parallel to the -ais b dilation factor parallel to the -ais Find the image of the ellipse with a dilation factor of 9 a --, parallel to the -ais b, parallel to the -ais Find the image of with a dilation factor of a parallel to the -ais b parallel to the -ais Find the image of the line under a dilation factor of -- about the origin. 6 Find the image of each of the points in question under the following dilations: a --, about the origin b, about the origin 7 Find the image of the ellipse in question with a dilation factor of a, about the origin b --, about the origin Shears The final transformation discussed in this chapter is that of shears, which can be thought of as a push from one side that results in a change in shape. An eample of this is seen when changing a rectangle into a parallelogram. Where a dilation pulls the plane from a certain anchor point or line, a shear pushes from one side and an points on the anchor line again remain unchanged. A shear parallel to the -ais (see the figure shown at right) moves ever point in the plane parallel to the -ais b a distance proportional to its distance from the -ais. That is, points on the -ais remain anchored while points further awa are pushed further from their original position. Push

42 6 Maths Quest Maths C Year for Queensland Similarl a shear parallel to the -ais (see the figure shown at right) moves ever point in the plane parallel to the -ais b a distance proportional to its distance from the -ais. The shear transformation matri uses similar notation to other linear transformations, where S k, denotes the shear with a shear factor of k parallel to the -ais and S k, denotes the shear with a factor of k parallel to the -ais. That is, S k, k, S k,. k Shears parallel to the -ais As can be seen from the figure at right, point (, ) remains unchanged because it is anchored to the -ais while point (, ) is mapped to (k, ). This means that point (, ) will map to (k, ). (, ) (k, ) (, ) Shears parallel to the -ais The figure at right shows the point (, ) unchanged b the shear because it lies on the -ais while point (, ) is mapped to (, k). (, ) (, k) WORKED Eample The vertices of a triangle are O(, ), A(, ) and B(, ). Find the image of these points O A B under a shear factor of parallel to the -ais. Sketch the original and its image. (, ) Sketch the initial unit diagram and use this to determine the shear matri. Sketch the original (shown below). S, (, ) (, ) (, )

43 Chapter 6 Transformations using matrices 6 Set up the initial general transformation matri equation. S, Substitute S, and solve for each point in turn. O(, ) is unchanged because it is on the anchor ais. For O(, ), the equation is: So O(, ) O (, ) For A(, ), the equation is: So A(, ) A (, ) For B(, ), the equation is: Note that the -coordinate is not actuall multiplied b. 7 So B(, ) B (, 7) Sketch the image points with the original. B'(, 7) A'(, ) B(, ) O(,) A(, )

44 6 Maths Quest Maths C Year for Queensland WORKED Eample Find the image of the parabola under the shear factor of, parallel to the -ais. Sketch the original and its image. Sketch the initial unit diagram and use this to determine the shear matri. Sketch the original (shown below). S, (, ) (, ) (, ) Set up the initial general transformation matri equation. S, Rearrange in terms of and. S, Find the inverse of S, Multipl to find epressions for and. + Substitute for and into the original equation and solve for to find zeros. Sketch the image with the original. Notice that ii(i) the origin is anchored i(ii) the positive -values are pulled up from the -ais (iii) the negative -region seems to have slipped back from the -ais. becomes + + ( + ) is zero when and ' '(' + ) --

45 remember remember Chapter 6 Transformations using matrices 6. A shear can be thought of as a push parallel to an anchor line that transforms all points on the plane b a distance proportional to their distance from the anchor line.. A shear is not a congruent transformation. 6G Shears WORKED Eample WORKED Eample Find the image of each of the following points under a shear factor of i parallel to the -ais ii -- parallel to the -ais a (, ) b (, ) c (, ) d (, ) e (, ) f (, ) Sketch each pair of original and image points. A parallelogram has vertices A(, ), B(, ), C(6, ) and D(, ). Sketch the original shape and its image under the shear factor of a parallel to the -ais b parallel to the -ais c parallel to the -ais d parallel to the -ais Find the image of each of the following curves under a shear factor of i parallel to the -ais ii parallel to the -ais a b c d + Sketch the original and image curves. SkillSHEET SkillSHEET WorkSHEET Transformations Transform the ellipse under the dilation of d. Give the equation of the new ellipse, full supporting our response with matri operations and a full labelled diagram. Design a set of or transformations that map a shape of our own choosing to another shape on the plane. Your response should include all working and full labelled diagrams. With our current knowledge of transformations using matri applications, investigate whether the following transformations are possible. You ma need to consider a series of transformations. a A square into a straight line b A triangle into a square c A circle into a straight line d A square into a circle e A kite into a square

46 6 Maths Quest Maths C Year for Queensland summar Geometric transformations and matri algebra A general transformation maps each point of the Cartesian plane onto some other point of the plane. A translation, t, moves each -coordinate a units parallel to the -ais and each -coordinate b units parallel to the -ais, such that + T, where (, ) is the image of point (, ) and T is the transformation matri. The translation t results in a congruent transformation. Linear transformations A linear transformation, l, warps the plane such that L. Linear transformations are not congruent transformations. Rotations A rotation, r, rotates the plane about a fied point to result in a congruent transformation. The matri representing the rotation is R θ cos θ sin θ. sin θ cos θ Reflections A reflection, m, reflects ever point of the original through a straight line called a mediator and results in a congruent transformation. The reflection matri M tan θ cos θ sin θ. sin θ cos θ Dilations A dilation, d, transforms each point P to P where P and P are collinear with a fied point O. The matri D k, represents a dilation of k units parallel to the -ais anchored from the -ais. The matri D k represents a dilation factor of k units through the origin and D k, represents the same dilation in the reverse direction. Shears A shear, s, is a transformation like a push from one side. The matri S k, moves ever point in the plane parallel to the -ais b a distance proportional to its distance from the -ais. Points on the -ais remain unchanged.

47 Chapter 6 Transformations using matrices 6 CHAPTER review State all congruent transformations. Find the image of the following points under the translation T a (, ) b (, ) c (, ) 6A 6A The line undergoes a succession of translations defined b T and 6A T. Show that the order in which these occur has no effect on the result. Find the equation of the image of under the translation of. 6A Find the image of points A(, ) and C(, ) under the transformation. 6 Find the matri of the linear transformation which maps (, ) to (, ) and (, ) to (, ). 7 Find the image of + under the linear transformation. Sketch the original and image curves. 8 Find the image of the following points under the given anticlockwise rotations about the origin. π a (, ) where θ π b (, ) where θ -- π c (, ) where θ -- d (, ) where θ 6 π 9 Find the image of the line + through a rotation of --. Sketch the original and the image. Find the image of each of the following points under the reflection as given: a (, ) in the -ais b (, ) in the line c (, ) in the line d (, ) in the line 6B 6B 6C 6D 6D 6E

48 66 Maths Quest Maths C Year for Queensland 6E Find the image of the line under reflection in the line. Sketch the original and the image. 6F Find the image of each of the following points under the dilation factors given: 6F 6G 6G test ourself CHAPTER 6 a (, ), units parallel to the -ais b (, ), -- unit about the origin c (, ), units about the origin d (, ), units parallel to the -ais Find the image of under the dilation factor of parallel to the -ais. Find the image of each of the following points under the given shear factor: a (, ), -- unit parallel to the -ais b (, ), units parallel to the -ais Find the image of the curve under a shear factor of parallel to the -ais.

What and Why Transformations?

What and Why Transformations? 2D transformations What and Wh Transformations? What? : The geometrical changes of an object from a current state to modified state. Changing an object s position (translation), orientation (rotation)

More information

Transformations of Functions. 1. Shifting, reflecting, and stretching graphs Symmetry of functions and equations

Transformations of Functions. 1. Shifting, reflecting, and stretching graphs Symmetry of functions and equations Chapter Transformations of Functions TOPICS.5.. Shifting, reflecting, and stretching graphs Smmetr of functions and equations TOPIC Horizontal Shifting/ Translation Horizontal Shifting/ Translation Shifting,

More information

y = f(x) x (x, f(x)) f(x) g(x) = f(x) + 2 (x, g(x)) 0 (0, 1) 1 3 (0, 3) 2 (2, 3) 3 5 (2, 5) 4 (4, 3) 3 5 (4, 5) 5 (5, 5) 5 7 (5, 7)

y = f(x) x (x, f(x)) f(x) g(x) = f(x) + 2 (x, g(x)) 0 (0, 1) 1 3 (0, 3) 2 (2, 3) 3 5 (2, 5) 4 (4, 3) 3 5 (4, 5) 5 (5, 5) 5 7 (5, 7) 0 Relations and Functions.7 Transformations In this section, we stud how the graphs of functions change, or transform, when certain specialized modifications are made to their formulas. The transformations

More information

Module 2, Section 2 Graphs of Trigonometric Functions

Module 2, Section 2 Graphs of Trigonometric Functions Principles of Mathematics Section, Introduction 5 Module, Section Graphs of Trigonometric Functions Introduction You have studied trigonometric ratios since Grade 9 Mathematics. In this module ou will

More information

Unit 3 Higher topic list

Unit 3 Higher topic list This is a comprehensive list of the topics to be studied for the Edexcel unit 3 modular exam. Beside the topics listed are the relevant tasks on www.mymaths.co.uk that students can use to practice. Logon

More information

Polynomials. Math 4800/6080 Project Course

Polynomials. Math 4800/6080 Project Course Polnomials. Math 4800/6080 Project Course 2. The Plane. Boss, boss, ze plane, ze plane! Tattoo, Fantas Island The points of the plane R 2 are ordered pairs (x, ) of real numbers. We ll also use vector

More information

Topic 2 Transformations of Functions

Topic 2 Transformations of Functions Week Topic Transformations of Functions Week Topic Transformations of Functions This topic can be a little trick, especiall when one problem has several transformations. We re going to work through each

More information

20 Calculus and Structures

20 Calculus and Structures 0 Calculus and Structures CHAPTER FUNCTIONS Calculus and Structures Copright LESSON FUNCTIONS. FUNCTIONS A function f is a relationship between an input and an output and a set of instructions as to how

More information

Unit 4 Trigonometry. Study Notes 1 Right Triangle Trigonometry (Section 8.1)

Unit 4 Trigonometry. Study Notes 1 Right Triangle Trigonometry (Section 8.1) Unit 4 Trigonometr Stud Notes 1 Right Triangle Trigonometr (Section 8.1) Objective: Evaluate trigonometric functions of acute angles. Use a calculator to evaluate trigonometric functions. Use trigonometric

More information

STRAND I: Geometry and Trigonometry. UNIT 37 Further Transformations: Student Text Contents. Section Reflections. 37.

STRAND I: Geometry and Trigonometry. UNIT 37 Further Transformations: Student Text Contents. Section Reflections. 37. MEP Jamaica: STRN I UNIT 7 Further Transformations: Student Tet ontents STRN I: Geometr and Trigonometr Unit 7 Further Transformations Student Tet ontents Section 7. Reflections 7. Rotations 7. Translations

More information

2.3. One-to-One and Inverse Functions. Introduction. Prerequisites. Learning Outcomes

2.3. One-to-One and Inverse Functions. Introduction. Prerequisites. Learning Outcomes One-to-One and Inverse Functions 2. Introduction In this Section we eamine more terminolog associated with functions. We eplain one-to-one and man-to-one functions and show how the rule associated with

More information

Birkdale High School - Higher Scheme of Work

Birkdale High School - Higher Scheme of Work Birkdale High School - Higher Scheme of Work Module 1 - Integers and Decimals Understand and order integers (assumed) Use brackets and hierarchy of operations (BODMAS) Add, subtract, multiply and divide

More information

Polar Functions Polar coordinates

Polar Functions Polar coordinates 548 Chapter 1 Parametric, Vector, and Polar Functions 1. What ou ll learn about Polar Coordinates Polar Curves Slopes of Polar Curves Areas Enclosed b Polar Curves A Small Polar Galler... and wh Polar

More information

Lines and Their Slopes

Lines and Their Slopes 8.2 Lines and Their Slopes Linear Equations in Two Variables In the previous chapter we studied linear equations in a single variable. The solution of such an equation is a real number. A linear equation

More information

Think About. Unit 5 Lesson 3. Investigation. This Situation. Name: a Where do you think the origin of a coordinate system was placed in creating this

Think About. Unit 5 Lesson 3. Investigation. This Situation. Name: a Where do you think the origin of a coordinate system was placed in creating this Think About This Situation Unit 5 Lesson 3 Investigation 1 Name: Eamine how the sequence of images changes from frame to frame. a Where do ou think the origin of a coordinate sstem was placed in creating

More information

9-1 GCSE Maths. GCSE Mathematics has a Foundation tier (Grades 1 5) and a Higher tier (Grades 4 9).

9-1 GCSE Maths. GCSE Mathematics has a Foundation tier (Grades 1 5) and a Higher tier (Grades 4 9). 9-1 GCSE Maths GCSE Mathematics has a Foundation tier (Grades 1 5) and a Higher tier (Grades 4 9). In each tier, there are three exams taken at the end of Year 11. Any topic may be assessed on each of

More information

Image Metamorphosis By Affine Transformations

Image Metamorphosis By Affine Transformations Image Metamorphosis B Affine Transformations Tim Mers and Peter Spiegel December 16, 2005 Abstract Among the man was to manipulate an image is a technique known as morphing. Image morphing is a special

More information

Glossary alternate interior angles absolute value function Example alternate exterior angles Example angle of rotation Example

Glossary alternate interior angles absolute value function Example alternate exterior angles Example angle of rotation Example Glossar A absolute value function An absolute value function is a function that can be written in the form, where is an number or epression. alternate eterior angles alternate interior angles Alternate

More information

CSE328 Fundamentals of Computer Graphics: Theory, Algorithms, and Applications

CSE328 Fundamentals of Computer Graphics: Theory, Algorithms, and Applications CSE328 Fundamentals of Computer Graphics: Theor, Algorithms, and Applications Hong in State Universit of New York at Ston Brook (Ston Brook Universit) Ston Brook, New York 794-44 Tel: (63)632-845; Fa:

More information

Mathematics Year 9-11 Skills and Knowledge Checklist. Name: Class: Set : Premier Date Year 9 MEG :

Mathematics Year 9-11 Skills and Knowledge Checklist. Name: Class: Set : Premier Date Year 9 MEG : Personal targets to help me achieve my grade : AFL Sheet Number 1 : Standard Form, Decimals, Fractions and Percentages Standard Form I can write a number as a product of it s prime factors I can use the

More information

12.4 The Ellipse. Standard Form of an Ellipse Centered at (0, 0) (0, b) (0, -b) center

12.4 The Ellipse. Standard Form of an Ellipse Centered at (0, 0) (0, b) (0, -b) center . The Ellipse The net one of our conic sections we would like to discuss is the ellipse. We will start b looking at the ellipse centered at the origin and then move it awa from the origin. Standard Form

More information

Matrix Representations

Matrix Representations CONDENSED LESSON 6. Matri Representations In this lesson, ou Represent closed sstems with transition diagrams and transition matrices Use matrices to organize information Sandra works at a da-care center.

More information

4.7 INVERSE TRIGONOMETRIC FUNCTIONS

4.7 INVERSE TRIGONOMETRIC FUNCTIONS Section 4.7 Inverse Trigonometric Functions 4 4.7 INVERSE TRIGONOMETRIC FUNCTIONS NASA What ou should learn Evaluate and graph the inverse sine function. Evaluate and graph the other inverse trigonometric

More information

KS4 Curriculum Plan Maths HIGHER TIER Year 9 Autumn Term 1 Unit 1: Number

KS4 Curriculum Plan Maths HIGHER TIER Year 9 Autumn Term 1 Unit 1: Number KS4 Curriculum Plan Maths HIGHER TIER Year 9 Autumn Term 1 Unit 1: Number 1.1 Number problems and reasoning 1.2 Place value and estimating 1.3 HCF and LCM 1.4 Calculating with powers (indices) 1.5 Zero,

More information

Chapter 5. Transforming Shapes

Chapter 5. Transforming Shapes Chapter 5 Transforming Shapes It is difficult to walk through daily life without being able to see geometric transformations in your surroundings. Notice how the leaves of plants, for example, are almost

More information

1. We ll look at: Types of geometrical transformation. Vector and matrix representations

1. We ll look at: Types of geometrical transformation. Vector and matrix representations Tob Howard COMP272 Computer Graphics and Image Processing 3: Transformations Tob.Howard@manchester.ac.uk Introduction We ll look at: Tpes of geometrical transformation Vector and matri representations

More information

STRAND J: TRANSFORMATIONS, VECTORS and MATRICES

STRAND J: TRANSFORMATIONS, VECTORS and MATRICES Mathematics SKE, Strand J UNIT J Further Transformations: Tet STRND J: TRNSFORMTIONS, VETORS and MTRIES J Further Transformations Tet ontents Section J.1 Translations * J. ombined Transformations Mathematics

More information

Integrating ICT into mathematics at KS4&5

Integrating ICT into mathematics at KS4&5 Integrating ICT into mathematics at KS4&5 Tom Button tom.button@mei.org.uk www.mei.org.uk/ict/ This session will detail the was in which ICT can currentl be used in the teaching and learning of Mathematics

More information

0 COORDINATE GEOMETRY

0 COORDINATE GEOMETRY 0 COORDINATE GEOMETRY Coordinate Geometr 0-1 Equations of Lines 0- Parallel and Perpendicular Lines 0- Intersecting Lines 0- Midpoints, Distance Formula, Segment Lengths 0- Equations of Circles 0-6 Problem

More information

YEAR 11 GCSE MATHS REVISION CHECKLIST HIGHER TIER

YEAR 11 GCSE MATHS REVISION CHECKLIST HIGHER TIER YEAR 11 GCSE MATHS REVISION CHECKLIST HIGHER TIER TOPICS ARE CATEGORISED VIA MATHS STRANDS NUMBER TOPICS 1 Number Grade 3 to 9 J K L 1.1 Number problems and Work out the total number of ways of performing

More information

Cecil Jones Academy Mathematics Fundamentals

Cecil Jones Academy Mathematics Fundamentals Year 10 Fundamentals Core Knowledge Unit 1 Unit 2 Estimate with powers and roots Calculate with powers and roots Explore the impact of rounding Investigate similar triangles Explore trigonometry in right-angled

More information

AQA GCSE Maths - Higher Self-Assessment Checklist

AQA GCSE Maths - Higher Self-Assessment Checklist AQA GCSE Maths - Higher Self-Assessment Checklist Number 1 Use place value when calculating with decimals. 1 Order positive and negative integers and decimals using the symbols =,, , and. 1 Round to

More information

Derivatives 3: The Derivative as a Function

Derivatives 3: The Derivative as a Function Derivatives : The Derivative as a Function 77 Derivatives : The Derivative as a Function Model : Graph of a Function 9 8 7 6 5 g() - - - 5 6 7 8 9 0 5 6 7 8 9 0 5 - - -5-6 -7 Construct Your Understanding

More information

LINEAR PROGRAMMING. Straight line graphs LESSON

LINEAR PROGRAMMING. Straight line graphs LESSON LINEAR PROGRAMMING Traditionall we appl our knowledge of Linear Programming to help us solve real world problems (which is referred to as modelling). Linear Programming is often linked to the field of

More information

Intermediate Algebra. Gregg Waterman Oregon Institute of Technology

Intermediate Algebra. Gregg Waterman Oregon Institute of Technology Intermediate Algebra Gregg Waterman Oregon Institute of Technolog c 2017 Gregg Waterman This work is licensed under the Creative Commons Attribution 4.0 International license. The essence of the license

More information

Introduction to Trigonometric Functions. Peggy Adamson and Jackie Nicholas

Introduction to Trigonometric Functions. Peggy Adamson and Jackie Nicholas Mathematics Learning Centre Introduction to Trigonometric Functions Pegg Adamson and Jackie Nicholas c 998 Universit of Sdne Acknowledgements A significant part of this manuscript has previousl appeared

More information

Barrhead High School Mathematics Department. National 4 Mathematics. Learning Intentions & Success Criteria: Assessing My Progress

Barrhead High School Mathematics Department. National 4 Mathematics. Learning Intentions & Success Criteria: Assessing My Progress Barrhead High School Mathematics Department National 4 Mathematics Learning Intentions & Success Criteria: Assessing My Progress Expressions and Formulae Topic Learning Intention Success Criteria I understand

More information

IB SL REVIEW and PRACTICE

IB SL REVIEW and PRACTICE IB SL REVIEW and PRACTICE Topic: CALCULUS Here are sample problems that deal with calculus. You ma use the formula sheet for all problems. Chapters 16 in our Tet can help ou review. NO CALCULATOR Problems

More information

Two Dimensional Viewing

Two Dimensional Viewing Two Dimensional Viewing Dr. S.M. Malaek Assistant: M. Younesi Two Dimensional Viewing Basic Interactive Programming Basic Interactive Programming User controls contents, structure, and appearance of objects

More information

2.8 Distance and Midpoint Formulas; Circles

2.8 Distance and Midpoint Formulas; Circles Section.8 Distance and Midpoint Formulas; Circles 9 Eercises 89 90 are based on the following cartoon. B.C. b permission of Johnn Hart and Creators Sndicate, Inc. 89. Assuming that there is no such thing

More information

PATTERNS AND ALGEBRA. He opened mathematics to many discoveries and exciting applications.

PATTERNS AND ALGEBRA. He opened mathematics to many discoveries and exciting applications. PATTERNS AND ALGEBRA The famous French philosopher and mathematician René Descartes (596 65) made a great contribution to mathematics in 67 when he published a book linking algebra and geometr for the

More information

Computer Graphics. Geometric Transformations

Computer Graphics. Geometric Transformations Computer Graphics Geometric Transformations Contents coordinate sstems scalar values, points, vectors, matrices right-handed and left-handed coordinate sstems mathematical foundations transformations mathematical

More information

FOUNDATION HIGHER. F Autumn 1, Yr 9 Autumn 2, Yr 9 Spring 1, Yr 9 Spring 2, Yr 9 Summer 1, Yr 9 Summer 2, Yr 9

FOUNDATION HIGHER. F Autumn 1, Yr 9 Autumn 2, Yr 9 Spring 1, Yr 9 Spring 2, Yr 9 Summer 1, Yr 9 Summer 2, Yr 9 Year: 9 GCSE Mathematics FOUNDATION F Autumn 1, Yr 9 Autumn 2, Yr 9 Spring 1, Yr 9 Spring 2, Yr 9 Summer 1, Yr 9 Summer 2, Yr 9 HIGHER Integers and place value Decimals Indices, powers and roots Factors,multiples

More information

3.6 Graphing Piecewise-Defined Functions and Shifting and Reflecting Graphs of Functions

3.6 Graphing Piecewise-Defined Functions and Shifting and Reflecting Graphs of Functions 76 CHAPTER Graphs and Functions Find the equation of each line. Write the equation in the form = a, = b, or = m + b. For Eercises through 7, write the equation in the form f = m + b.. Through (, 6) and

More information

4. Two Dimensional Transformations

4. Two Dimensional Transformations 4. Two Dimensional Transformations CS362 Introduction to Computer Graphics Helena Wong, 2 In man applications, changes in orientations, sizes, and shapes are accomplished with geometric transformations

More information

9 3 Rotations 9 4 Symmetry

9 3 Rotations 9 4 Symmetry h 9: Transformations 9 1 Translations 9 Reflections 9 3 Rotations 9 Smmetr 9 1 Translations: Focused Learning Target: I will be able to Identif Isometries. Find translation images of figures. Vocabular:

More information

1.1 Horizontal & Vertical Translations

1.1 Horizontal & Vertical Translations Unit II Transformations of Functions. Horizontal & Vertical Translations Goal: Demonstrate an understanding of the effects of horizontal and vertical translations on the graphs of functions and their related

More information

Unit 2: Function Transformation Chapter 1

Unit 2: Function Transformation Chapter 1 Basic Transformations Reflections Inverses Unit 2: Function Transformation Chapter 1 Section 1.1: Horizontal and Vertical Transformations A of a function alters the and an combination of the of the graph.

More information

CMSC 425: Lecture 10 Basics of Skeletal Animation and Kinematics

CMSC 425: Lecture 10 Basics of Skeletal Animation and Kinematics : Lecture Basics of Skeletal Animation and Kinematics Reading: Chapt of Gregor, Game Engine Architecture. The material on kinematics is a simplification of similar concepts developed in the field of robotics,

More information

Reteaching Golden Ratio

Reteaching Golden Ratio Name Date Class Golden Ratio INV 11 You have investigated fractals. Now ou will investigate the golden ratio. The Golden Ratio in Line Segments The golden ratio is the irrational number 1 5. c On the line

More information

Bramhall high school Year 9 Assessment descriptor Mathematics

Bramhall high school Year 9 Assessment descriptor Mathematics Grade Description Exceeding Calculate with fractional powers. Calculate exactly with surds. 8/9 Establish the exact values of sinθ and cosθ for θ = 0, 30, 45, 60 and 90, the exact value of tanθ for θ =

More information

Department Curriculum Map (new GCSE)

Department Curriculum Map (new GCSE) Department Curriculum Map 2014-15 (new GCSE) Department Mathematics required in Year 11 Foundation 1. Structure and calculation: N1 to N9 Fractions, decimals and percentages: N10 to N12 Measure and accuracy:

More information

Mathematics Year 9-11 Skills and Knowledge Checklist. Name: Class: Set : 1 Date Year 9 MEG :

Mathematics Year 9-11 Skills and Knowledge Checklist. Name: Class: Set : 1 Date Year 9 MEG : Personal targets to help me achieve my grade : AFL Sheet Number 1 : Standard Form, Decimals, Fractions and Percentages Standard Form I can write a number as a product of it s prime factors I can use the

More information

turn counterclockwise from the positive x-axis. However, we could equally well get to this point by a 3 4 turn clockwise, giving (r, θ) = (1, 3π 2

turn counterclockwise from the positive x-axis. However, we could equally well get to this point by a 3 4 turn clockwise, giving (r, θ) = (1, 3π 2 Math 133 Polar Coordinates Stewart 10.3/I,II Points in polar coordinates. The first and greatest achievement of modern mathematics was Descartes description of geometric objects b numbers, using a sstem

More information

2.3 Circular Functions of Real Numbers

2.3 Circular Functions of Real Numbers www.ck12.org Chapter 2. Graphing Trigonometric Functions 2.3 Circular Functions of Real Numbers Learning Objectives Graph the six trigonometric ratios as functions on the Cartesian plane. Identify the

More information

The Graph of an Equation

The Graph of an Equation 60_0P0.qd //0 :6 PM Page CHAPTER P Preparation for Calculus Archive Photos Section P. RENÉ DESCARTES (96 60) Descartes made man contributions to philosoph, science, and mathematics. The idea of representing

More information

Appendix C: Review of Graphs, Equations, and Inequalities

Appendix C: Review of Graphs, Equations, and Inequalities Appendi C: Review of Graphs, Equations, and Inequalities C. What ou should learn Just as ou can represent real numbers b points on a real number line, ou can represent ordered pairs of real numbers b points

More information

Maths Curriculum Map

Maths Curriculum Map Year 7 Maths Curriculum Map Autumn Spring Summer Analysing Data: Calculating Averages Construct and Interpret Charts Number Skills: Order of operations Rounding and estimating Negative numbers Prime numbers,

More information

LESSON 3.1 INTRODUCTION TO GRAPHING

LESSON 3.1 INTRODUCTION TO GRAPHING LESSON 3.1 INTRODUCTION TO GRAPHING LESSON 3.1 INTRODUCTION TO GRAPHING 137 OVERVIEW Here s what ou ll learn in this lesson: Plotting Points a. The -plane b. The -ais and -ais c. The origin d. Ordered

More information

Computer Graphics. Geometric Transformations

Computer Graphics. Geometric Transformations Contents coordinate sstems scalar values, points, vectors, matrices right-handed and left-handed coordinate sstems mathematical foundations transformations mathematical descriptions of geometric changes,

More information

Name Class Date. subtract 3 from each side. w 5z z 5 2 w p - 9 = = 15 + k = 10m. 10. n =

Name Class Date. subtract 3 from each side. w 5z z 5 2 w p - 9 = = 15 + k = 10m. 10. n = Reteaching Solving Equations To solve an equation that contains a variable, find all of the values of the variable that make the equation true. Use the equalit properties of real numbers and inverse operations

More information

PARAMETRIC EQUATIONS AND POLAR COORDINATES

PARAMETRIC EQUATIONS AND POLAR COORDINATES 9 ARAMETRIC EQUATIONS AND OLAR COORDINATES So far we have described plane curves b giving as a function of f or as a function of t or b giving a relation between and that defines implicitl as a function

More information

Review of Trigonometry

Review of Trigonometry Worksheet 8 Properties of Trigonometric Functions Section Review of Trigonometry This section reviews some of the material covered in Worksheets 8, and The reader should be familiar with the trig ratios,

More information

10.7. Polar Coordinates. Introduction. What you should learn. Why you should learn it. Example 1. Plotting Points on the Polar Coordinate System

10.7. Polar Coordinates. Introduction. What you should learn. Why you should learn it. Example 1. Plotting Points on the Polar Coordinate System _7.qxd /8/5 9: AM Page 779 Section.7 Polar Coordinates 779.7 Polar Coordinates What ou should learn Plot points on the polar coordinate sstem. Convert points from rectangular to polar form and vice versa.

More information

Polar Coordinates. 2, π and ( )

Polar Coordinates. 2, π and ( ) Polar Coordinates Up to this point we ve dealt exclusively with the Cartesian (or Rectangular, or x-y) coordinate system. However, as we will see, this is not always the easiest coordinate system to work

More information

TIPS4RM: MHF4U: Unit 1 Polynomial Functions

TIPS4RM: MHF4U: Unit 1 Polynomial Functions TIPSRM: MHFU: Unit Polnomial Functions 008 .5.: Polnomial Concept Attainment Activit Compare and contrast the eamples and non-eamples of polnomial functions below. Through reasoning, identif attributes

More information

PROBLEM SOLVING WITH EXPONENTIAL FUNCTIONS

PROBLEM SOLVING WITH EXPONENTIAL FUNCTIONS Topic 21: Problem solving with eponential functions 323 PROBLEM SOLVING WITH EXPONENTIAL FUNCTIONS Lesson 21.1 Finding function rules from graphs 21.1 OPENER 1. Plot the points from the table onto the

More information

T:\Staff Resources\Maths\1 Dept Admin\School website\key Stage 4\GCSE Higher Topic Detail doc 1

T:\Staff Resources\Maths\1 Dept Admin\School website\key Stage 4\GCSE Higher Topic Detail doc 1 Module (time) Contents Notes Number (8) Recognise triangular, square and cube numbers Recall integer squares and corresponding square roots to 15 x 15 Recall the cubes of 2,3,4,5 and 10 Find multiples,

More information

In this chapter, we will investigate what have become the standard applications of the integral:

In this chapter, we will investigate what have become the standard applications of the integral: Chapter 8 Overview: Applications of Integrals Calculus, like most mathematical fields, began with trying to solve everyday problems. The theory and operations were formalized later. As early as 70 BC,

More information

Double Integrals in Polar Coordinates

Double Integrals in Polar Coordinates Double Integrals in Polar Coordinates. A flat plate is in the shape of the region in the first quadrant ling between the circles + and +. The densit of the plate at point, is + kilograms per square meter

More information

Sum and Difference Identities. Cosine Sum and Difference Identities: cos A B. does NOT equal cos A. Cosine of a Sum or Difference. cos B.

Sum and Difference Identities. Cosine Sum and Difference Identities: cos A B. does NOT equal cos A. Cosine of a Sum or Difference. cos B. 7.3 Sum and Difference Identities 7-1 Cosine Sum and Difference Identities: cos A B Cosine of a Sum or Difference cos cos does NOT equal cos A cos B. AB AB EXAMPLE 1 Finding Eact Cosine Function Values

More information

Method 1: Use Pencil and Paper 1. Draw the triangle with vertices A(2, 5), B(1, 2), and C(6, 2). Use the. that it is isosceles.

Method 1: Use Pencil and Paper 1. Draw the triangle with vertices A(2, 5), B(1, 2), and C(6, 2). Use the. that it is isosceles. 3. Verif Properties of Triangles Since triangular frames are strong and simple to make, the are widel used to strengthen buildings and other structures. This section applies analtic geometr to verif the

More information

DE LA SALLE SCHOOL LEARNING PROGRAMME. YEAR 9 Foundation. Half Term 1a

DE LA SALLE SCHOOL LEARNING PROGRAMME. YEAR 9 Foundation. Half Term 1a YEAR 9 Foundation Half Term 1a Calculations Use priority of operations with positive and negative numbers. Simplify calculations by cancelling. Use inverse operations. Decimal numbers Place value Factors

More information

Mathematics GCSE 9-1 Curriculum Planner (3 Year Course)

Mathematics GCSE 9-1 Curriculum Planner (3 Year Course) Mathematics GCSE 9-1 Curriculum Planner (3 Year Course) Year 9 Week 1 2 3 4 5 6 7 8 HT 9 1 0 Chapter 1 Calculations Chapter 2 Expressions Ch 1, 2 Test Chapter 3 Angles, polygons Chapter 3 11 12 13 14 15

More information

Graphics and Interaction Transformation geometry and homogeneous coordinates

Graphics and Interaction Transformation geometry and homogeneous coordinates 433-324 Graphics and Interaction Transformation geometry and homogeneous coordinates Department of Computer Science and Software Engineering The Lecture outline Introduction Vectors and matrices Translation

More information

Table of Contents. Unit 5: Trigonometric Functions. Answer Key...AK-1. Introduction... v

Table of Contents. Unit 5: Trigonometric Functions. Answer Key...AK-1. Introduction... v These materials ma not be reproduced for an purpose. The reproduction of an part for an entire school or school sstem is strictl prohibited. No part of this publication ma be transmitted, stored, or recorded

More information

MERBEIN P-10 COLLEGE MATHS SCOPE & SEQUENCE

MERBEIN P-10 COLLEGE MATHS SCOPE & SEQUENCE MERBEIN P-10 COLLEGE MATHS SCOPE & SEQUENCE Year Number & Algebra Measurement & Geometry Statistics & Probability P Numbers to 20 Location Data collection Counting and comparing groups Length Ordinal numbers

More information

Pre-Algebra Notes Unit 8: Graphs and Functions

Pre-Algebra Notes Unit 8: Graphs and Functions Pre-Algebra Notes Unit 8: Graphs and Functions The Coordinate Plane A coordinate plane is formed b the intersection of a horizontal number line called the -ais and a vertical number line called the -ais.

More information

COMP30019 Graphics and Interaction Transformation geometry and homogeneous coordinates

COMP30019 Graphics and Interaction Transformation geometry and homogeneous coordinates COMP30019 Graphics and Interaction Transformation geometry and homogeneous coordinates Department of Computer Science and Software Engineering The Lecture outline Introduction Vectors and matrices Translation

More information

2.3. Horizontal and Vertical Translations of Functions. Investigate

2.3. Horizontal and Vertical Translations of Functions. Investigate .3 Horizontal and Vertical Translations of Functions When a video game developer is designing a game, she might have several objects displaed on the computer screen that move from one place to another

More information

CS F-07 Objects in 2D 1

CS F-07 Objects in 2D 1 CS420-2010F-07 Objects in 2D 1 07-0: Representing Polgons We want to represent a simple polgon Triangle, rectangle, square, etc Assume for the moment our game onl uses these simple shapes No curves for

More information

Maths Year 11 Mock Revision list

Maths Year 11 Mock Revision list Maths Year 11 Mock Revision list F = Foundation Tier = Foundation and igher Tier = igher Tier Number Tier Topic know and use the word integer and the equality and inequality symbols use fractions, decimals

More information

Translations, Reflections, and Rotations

Translations, Reflections, and Rotations Translations, Reflections, and Rotations The Marching Cougars Lesson 9-1 Transformations Learning Targets: Perform transformations on and off the coordinate plane. Identif characteristics of transformations

More information

AQA GCSE Further Maths Topic Areas

AQA GCSE Further Maths Topic Areas AQA GCSE Further Maths Topic Areas This document covers all the specific areas of the AQA GCSE Further Maths course, your job is to review all the topic areas, answering the questions if you feel you need

More information

3x 4y 2. 3y 4. Math 65 Weekly Activity 1 (50 points) Name: Simplify the following expressions. Make sure to use the = symbol appropriately.

3x 4y 2. 3y 4. Math 65 Weekly Activity 1 (50 points) Name: Simplify the following expressions. Make sure to use the = symbol appropriately. Math 65 Weekl Activit 1 (50 points) Name: Simplif the following epressions. Make sure to use the = smbol appropriatel. Due (1) (a) - 4 (b) ( - ) 4 () 8 + 5 6 () 1 5 5 Evaluate the epressions when = - and

More information

Unit 5 Lesson 2 Investigation 1

Unit 5 Lesson 2 Investigation 1 Name: Investigation 1 Modeling Rigid Transformations CPMP-Tools Computer graphics enable designers to model two- and three-dimensional figures and to also easil manipulate those figures. For eample, interior

More information

Edexcel Linear GCSE Higher Checklist

Edexcel Linear GCSE Higher Checklist Number Add, subtract, multiply and divide whole numbers integers and decimals Multiply and divide fractions Order integers and decimals Order rational numbers Use the concepts and vocabulary of factor

More information

Alcester Academy Curriculum Planning: Key Stage 4

Alcester Academy Curriculum Planning: Key Stage 4 Department: Maths Year Group: 10 Foundation Term Topic/ subject Assessment Objectives And Knowledge Autumn 1 (7 weeks) The averages Calculate mean, median, mode and range, including from a frequency table.

More information

[ ] [ ] Orthogonal Transformation of Cartesian Coordinates in 2D & 3D. φ = cos 1 1/ φ = tan 1 [ 2 /1]

[ ] [ ] Orthogonal Transformation of Cartesian Coordinates in 2D & 3D. φ = cos 1 1/ φ = tan 1 [ 2 /1] Orthogonal Transformation of Cartesian Coordinates in 2D & 3D A vector is specified b its coordinates, so it is defined relative to a reference frame. The same vector will have different coordinates in

More information

Suggested Foundation Topics for Paper 2

Suggested Foundation Topics for Paper 2 Suggested Foundation Topics for Paper 2 Number N a N b N b N c N d Add, subtract, multiply and divide any positive and negative integers Order decimals and integers Order rational numbers Use the concepts

More information

Section 9.3: Functions and their Graphs

Section 9.3: Functions and their Graphs Section 9.: Functions and their Graphs Graphs provide a wa of displaing, interpreting, and analzing data in a visual format. In man problems, we will consider two variables. Therefore, we will need to

More information

Section 1.4 Limits involving infinity

Section 1.4 Limits involving infinity Section. Limits involving infinit (/3/08) Overview: In later chapters we will need notation and terminolog to describe the behavior of functions in cases where the variable or the value of the function

More information

2.2 Absolute Value Functions

2.2 Absolute Value Functions . Absolute Value Functions 7. Absolute Value Functions There are a few was to describe what is meant b the absolute value of a real number. You ma have been taught that is the distance from the real number

More information

Time Topic What students should know Mathswatch links for revision Number problems and reasoning

Time Topic What students should know Mathswatch links for revision Number problems and reasoning . Number problems and reasoning Work out the total number of ways of performing a series of tasks.. Place value and estimating Estimate an answer. Use place value to answer questions. 9 - Using Place Value

More information

Graphing square root functions. What would be the base graph for the square root function? What is the table of values?

Graphing square root functions. What would be the base graph for the square root function? What is the table of values? Unit 3 (Chapter 2) Radical Functions (Square Root Functions Sketch graphs of radical functions b appling translations, stretches and reflections to the graph of Analze transformations to identif the of

More information

PARAMETRIC EQUATIONS AND POLAR COORDINATES

PARAMETRIC EQUATIONS AND POLAR COORDINATES 10 PARAMETRIC EQUATIONS AND POLAR COORDINATES PARAMETRIC EQUATIONS & POLAR COORDINATES A coordinate system represents a point in the plane by an ordered pair of numbers called coordinates. PARAMETRIC EQUATIONS

More information

3-2. Families of Graphs. Look Back. OBJECTIVES Identify transformations of simple graphs. Sketch graphs of related functions.

3-2. Families of Graphs. Look Back. OBJECTIVES Identify transformations of simple graphs. Sketch graphs of related functions. 3-2 BJECTIVES Identif transformations of simple graphs. Sketch graphs of related functions. Families of Graphs ENTERTAINMENT At some circuses, a human cannonball is shot out of a special cannon. In order

More information

Graphs and Functions

Graphs and Functions CHAPTER Graphs and Functions. Graphing Equations. Introduction to Functions. Graphing Linear Functions. The Slope of a Line. Equations of Lines Integrated Review Linear Equations in Two Variables.6 Graphing

More information

Three-Dimensional Coordinates

Three-Dimensional Coordinates CHAPTER Three-Dimensional Coordinates Three-dimensional movies superimpose two slightl different images, letting viewers with polaried eeglasses perceive depth (the third dimension) on a two-dimensional

More information

Transformations. which the book introduces in this chapter. If you shift the graph of y 1 x to the left 2 units and up 3 units, the

Transformations. which the book introduces in this chapter. If you shift the graph of y 1 x to the left 2 units and up 3 units, the CHAPTER 8 Transformations Content Summar In Chapter 8, students continue their work with functions, especiall nonlinear functions, through further stud of function graphs. In particular, the consider three

More information