Planar graphs. Math Prof. Kindred - Lecture 16 Page 1

Size: px
Start display at page:

Download "Planar graphs. Math Prof. Kindred - Lecture 16 Page 1"

Transcription

1 Planar graphs Typically a drawing of a graph is simply a notational shorthand or a more visual way to capture the structure of the graph. Now we focus on the drawings themselves. Definition A drawing of a graph G = (V, E) in the plane is a pair of functions f and g such that 1. f : V R 2 is one-to-one; (no two vertices are drawn on top of one another) 2. for an edge uv, g(uv) is a simple curve whose endpoints are f(u) and f(v), but for any other vertex w, f(w) is not on g(uv). (no edge crosses itself and the only vtcs on it are its endpts) Furthermore, a drawing is crossing-free if g(uv) g(xy) = and g(uv) g(uw) = {f(u)} for distinct vtcs u, v, w, x, y. (distinct edges do not intersect except at a shared endpoint) A crossing-free drawing of G in the plane is also referred to as a planar embedding of G. The study of planar graphs necessarily involves topology of the plane, but we do not attempt to be strictly rigorous in topological matters, so that we do not obscure the combinatorial aspects of the topic. Definition A curve is the image of a continuous map from [0, 1] to plane R 2. A curve is closed if its first and last points (endpts) are the same. It is simple if it has no repeated points (mapping is one-to-one) except possibly the first and last pts. Math Prof. Kindred - Lecture 16 Page 1

2 Theorem (Jordan curve theorem). Let C be a simple closed curve in the plane, R 2. Then R 2 C contains exactly two regions, each having C is a boundary. The regions are classified as inside (bounded) and outside (unbounded). The statement of the Jordan curve thm seems obvious but is hard to prove. Easy to establish the result for simple curves such as polygonal lines the problem came in generalizing it to all kind of curves, which included nowhere differentiable curves such as the Koch snowflake. To give you some idea of the difficulty, consider the simple, closed curve below is the house in the interior or exterior of the curve? Definition A graph is planar if it has a planar embedding. Primary examples of nonplanar graphs K 5 and K 3,3 We can consider embedding, or drawing, graphs on other surfaces besides the plane. Math Prof. Kindred - Lecture 16 Page 2

3 Question What kinds of graphs can be drawn without crossings on the surface of a sphere? Theorem. A graph can be embedded on the surface of a sphere without crossings if and only if it can be embedded in the plane without crossings. n Proof. Stereographic projection of a sphere on a plane. The projection maps each point x n of the sphere to a point x in the plane. (For point n (the North pole), projection is undefined.) The closer x is to n, the more distant its image is from (0, 0) in the plane. For this reason, it is common to speak of n as mapping to infinity in the plane, and of the sphere as completing the plane by adding a point at infinity. There is a one-to-one correspondence between points of the sphere and the finite points on the plane; points at infinity in the plane correspond to the point n on the sphere. Given a spherical embedding of G (no crossings), where the point n lies on no curve/edge of the drawing, the projection yields a planar embedding of G. Conversely, a planar embedding yields a crossing-free drawing on the sphere by the inverse projection. Math Prof. Kindred - Lecture 16 Page 3

4 Definition A crossing-free drawing separates the plane R 2 into faces. (Cut out the graph, and pick up the pieces.) Both planar embeddings above have four faces. Question Given a planar graph, does the number of faces vary based on the choice of planar embedding? Theorem (Euler s formula). If a connected planar graph G with n vtcs and e edges has a planar embedding with f faces, it follows that n e + f = 2. We give a proof by induction on # of edges, but there are several other possible proofs, including a proof by induction on # of faces. Proof. Proof by induction on e = E(G). Fix the number of vtcs in G as n. Base case: Since G is connected, it must have at least n 1 edges, so base case is e = n 1. Then G is a tree. Since it is acyclic, it has exactly one face in any planar embedding. So as desired. n e + f = n (n 1) + 1 = 2 Induction hypothesis: Suppose the result holds for any connected, planar graph with n vtcs and e n 1 edges. Math Prof. Kindred - Lecture 16 Page 4

5 Let G be a connected planar graph with n vtcs and e + 1 edges. Consider a planar embedding of G with f faces. Since G is not a tree (it has at least n edges), there exists an edge uv of G that is in a cycle and hence is not a cut edge. Let G = G uv. Then G has n = n vtcs and e = e 1 edges. As a consequence of the Jordan curve thm, there are two distinct faces in the planar embedding of G which have edge uv as a boundary; when uv is removed, these two faces become one face, so this embedding of G has one less face that that of G, i.e., f = f 1. We have n e + f = n (e + 1) + (f + 1) = n e + f = 2 by applying the induction hypothesis for the planar embedding of G. Corollary. Let G be a planar graph with n vtcs, e edges, and c components. Suppose a planar embedding of G has f faces. Then n e + f c = 1. Proof. For a planar embedding G of a planar graph, let ψ(g) denote the number of faces in the embedding. If H 1,..., H c are components of a planar embedding of G, then n = V (H 1 ) + + V (H c ) e = E(H 1 ) + + E(H c ) f = ψ(h 1 ) + (ψ(h 2 ) 1) + + (ψ(h c ) 1) = ψ(h 1 ) + + ψ(h c ) (c 1). Math Prof. Kindred - Lecture 16 Page 5

6 Thus, n e + f = i [ V (H i ) E(H i ) + φ(h i )] (c 1) = 2c (c 1) = c + 1 and so the result follows. Corollary. Let G be a planar graph. Then the number of faces in any planar embedding of G is the same. Definition The degree of a face in a planar embedding is the number of edges on the boundary of the face. If both sides of an edge are on the face, we count it twice in the degree. The degree of a face can also be thought of as the total length of the closed walk in G bounding the face. Examples Proposition. Any planar embedding of a planar graph G has the sum of the degrees of its faces equal to 2 E(G). Remark For a simple planar graph, the degree of a face is always 3 unless the embedding has at most one edge. Math Prof. Kindred - Lecture 16 Page 6

7 We can use Euler s formula to derive upper bounds on the number of edges in planar graphs. Theorem. Let G be a simple planar graph with n 3 vertices and e edges. Then e 3n 6. If we know further that G is triangle-free, then e 2n 4. Exercise for students Construct a proof of this result. Remark Notice that this necessary condition is not a sufficient condition for a simple graph to be planar. For example, the triangle-free graph G resulting from adding one vertex and incident edge to K 3,3 has 7 vtcs and 10 edges. Then E(G) = = 2 V (G) 4 but this graph contains K 3,3, which is nonplanar by a previous remark. An immediate consequence of this result is that a planar graph cannot have all vertices be of high degree. Corollary. If G is a planar graph, then δ(g) 5. Proof. If, for sake of contradiction, δ(g) 6, then 2 E(G) = d(v) 6 V (G). v V (G) Thus, E(G) 3 V (G) but by previous theorem, it must be that E(G) 3 V (G) 6. Question What do the upper bounds on numbers of edges in planar graphs imply about K 3,3 and K 5? Theorem. K 5 and K 3,3 are nonplanar. Math Prof. Kindred - Lecture 16 Page 7

8 Proof. For K 5, we have E(K 5 ) = 10 > 9 = = 3 V (K 5 ) 6 and for the triangle-free graph K 3,3, we have E(K 3,3 ) = 9 > 8 = = 2 V (K 3,3 ) 4 so by the contrapositive statements of previous theorem, neither graph is planar. Math Prof. Kindred - Lecture 16 Page 8

Planarity: dual graphs

Planarity: dual graphs : dual graphs Math 104, Graph Theory March 28, 2013 : dual graphs Duality Definition Given a plane graph G, the dual graph G is the plane graph whose vtcs are the faces of G. The correspondence between

More information

Math 443/543 Graph Theory Notes 5: Planar graphs and coloring

Math 443/543 Graph Theory Notes 5: Planar graphs and coloring Math 443/543 Graph Theory Notes 5: Planar graphs and coloring David Glickenstein October 10, 2014 1 Planar graphs The Three Houses and Three Utilities Problem: Given three houses and three utilities, can

More information

Planar graphs. Chapter 8

Planar graphs. Chapter 8 Chapter 8 Planar graphs Definition 8.1. A graph is called planar if it can be drawn in the plane so that edges intersect only at vertices to which they are incident. Example 8.2. Different representations

More information

Discrete Wiskunde II. Lecture 6: Planar Graphs

Discrete Wiskunde II. Lecture 6: Planar Graphs , 2009 Lecture 6: Planar Graphs University of Twente m.uetz@utwente.nl wwwhome.math.utwente.nl/~uetzm/dw/ Planar Graphs Given an undirected graph (or multigraph) G = (V, E). A planar embedding of G is

More information

Definition For vertices u, v V (G), the distance from u to v, denoted d(u, v), in G is the length of a shortest u, v-path. 1

Definition For vertices u, v V (G), the distance from u to v, denoted d(u, v), in G is the length of a shortest u, v-path. 1 Graph fundamentals Bipartite graph characterization Lemma. If a graph contains an odd closed walk, then it contains an odd cycle. Proof strategy: Consider a shortest closed odd walk W. If W is not a cycle,

More information

Face Width and Graph Embeddings of face-width 2 and 3

Face Width and Graph Embeddings of face-width 2 and 3 Face Width and Graph Embeddings of face-width 2 and 3 Instructor: Robin Thomas Scribe: Amanda Pascoe 3/12/07 and 3/14/07 1 Representativity Recall the following: Definition 2. Let Σ be a surface, G a graph,

More information

Jordan Curves. A curve is a subset of IR 2 of the form

Jordan Curves. A curve is a subset of IR 2 of the form Jordan Curves A curve is a subset of IR 2 of the form α = {γ(x) : x [0, 1]}, where γ : [0, 1] IR 2 is a continuous mapping from the closed interval [0, 1] to the plane. γ(0) and γ(1) are called the endpoints

More information

Math 443/543 Graph Theory Notes 11: Graph minors and Kuratowski s Theorem

Math 443/543 Graph Theory Notes 11: Graph minors and Kuratowski s Theorem Math 443/543 Graph Theory Notes 11: Graph minors and Kuratowski s Theorem David Glickenstein November 26, 2008 1 Graph minors Let s revisit some de nitions. Let G = (V; E) be a graph. De nition 1 Removing

More information

Math 777 Graph Theory, Spring, 2006 Lecture Note 1 Planar graphs Week 1 Weak 2

Math 777 Graph Theory, Spring, 2006 Lecture Note 1 Planar graphs Week 1 Weak 2 Math 777 Graph Theory, Spring, 006 Lecture Note 1 Planar graphs Week 1 Weak 1 Planar graphs Lectured by Lincoln Lu Definition 1 A drawing of a graph G is a function f defined on V (G) E(G) that assigns

More information

Planarity. 1 Introduction. 2 Topological Results

Planarity. 1 Introduction. 2 Topological Results Planarity 1 Introduction A notion of drawing a graph in the plane has led to some of the most deep results in graph theory. Vaguely speaking by a drawing or embedding of a graph G in the plane we mean

More information

Jordan Curves. A curve is a subset of IR 2 of the form

Jordan Curves. A curve is a subset of IR 2 of the form Jordan Curves A curve is a subset of IR 2 of the form α = {γ(x) : x [0,1]}, where γ : [0,1] IR 2 is a continuous mapping from the closed interval [0,1] to the plane. γ(0) and γ(1) are called the endpoints

More information

The following is a summary, hand-waving certain things which actually should be proven.

The following is a summary, hand-waving certain things which actually should be proven. 1 Basics of Planar Graphs The following is a summary, hand-waving certain things which actually should be proven. 1.1 Plane Graphs A plane graph is a graph embedded in the plane such that no pair of lines

More information

Planar Graphs. 1 Graphs and maps. 1.1 Planarity and duality

Planar Graphs. 1 Graphs and maps. 1.1 Planarity and duality Planar Graphs In the first half of this book, we consider mostly planar graphs and their geometric representations, mostly in the plane. We start with a survey of basic results on planar graphs. This chapter

More information

EULER S FORMULA AND THE FIVE COLOR THEOREM

EULER S FORMULA AND THE FIVE COLOR THEOREM EULER S FORMULA AND THE FIVE COLOR THEOREM MIN JAE SONG Abstract. In this paper, we will define the necessary concepts to formulate map coloring problems. Then, we will prove Euler s formula and apply

More information

The clique number of a random graph in (,1 2) Let ( ) # -subgraphs in = 2 =: ( ) We will be interested in s.t. ( )~1. To gain some intuition note ( )

The clique number of a random graph in (,1 2) Let ( ) # -subgraphs in = 2 =: ( ) We will be interested in s.t. ( )~1. To gain some intuition note ( ) The clique number of a random graph in (,1 2) Let () # -subgraphs in = 2 =:() We will be interested in s.t. ()~1. To gain some intuition note ()~ 2 =2 and so ~2log. Now let us work rigorously. () (+1)

More information

Lecture 4: Trees and Art Galleries

Lecture 4: Trees and Art Galleries Math 7H: Honors Seminar Professor: Padraic Bartlett Lecture 4: Trees and Art Galleries Week 2 UCSB 2014 1 Prelude: Graph Theory In this talk, we re going to refer frequently to things called graphs and

More information

The clique number of a random graph in (,1 2) Let ( ) # -subgraphs in = 2 =: ( ) 2 ( ) ( )

The clique number of a random graph in (,1 2) Let ( ) # -subgraphs in = 2 =: ( ) 2 ( ) ( ) 1 The clique number of a random graph in (,1 2) Let () # -subgraphs in = 2 =:() We will be interested in s.t. ()~1. To gain some intuition note ()~ 2 =2 and so ~2log. Now let us work rigorously. () (+1)

More information

DO NOT RE-DISTRIBUTE THIS SOLUTION FILE

DO NOT RE-DISTRIBUTE THIS SOLUTION FILE Professor Kindred Math 104, Graph Theory Homework 2 Solutions February 7, 2013 Introduction to Graph Theory, West Section 1.2: 26, 38, 42 Section 1.3: 14, 18 Section 2.1: 26, 29, 30 DO NOT RE-DISTRIBUTE

More information

How many colors are needed to color a map?

How many colors are needed to color a map? How many colors are needed to color a map? Is 4 always enough? Two relevant concepts How many colors do we need to color a map so neighboring countries get different colors? Simplifying assumption (not

More information

Lecture 20 : Trees DRAFT

Lecture 20 : Trees DRAFT CS/Math 240: Introduction to Discrete Mathematics 4/12/2011 Lecture 20 : Trees Instructor: Dieter van Melkebeek Scribe: Dalibor Zelený DRAFT Last time we discussed graphs. Today we continue this discussion,

More information

γ(ɛ) (a, b) (a, d) (d, a) (a, b) (c, d) (d, d) (e, e) (e, a) (e, e) (a) Draw a picture of G.

γ(ɛ) (a, b) (a, d) (d, a) (a, b) (c, d) (d, d) (e, e) (e, a) (e, e) (a) Draw a picture of G. MAD 3105 Spring 2006 Solutions for Review for Test 2 1. Define a graph G with V (G) = {a, b, c, d, e}, E(G) = {r, s, t, u, v, w, x, y, z} and γ, the function defining the edges, is given by the table ɛ

More information

Adjacent: Two distinct vertices u, v are adjacent if there is an edge with ends u, v. In this case we let uv denote such an edge.

Adjacent: Two distinct vertices u, v are adjacent if there is an edge with ends u, v. In this case we let uv denote such an edge. 1 Graph Basics What is a graph? Graph: a graph G consists of a set of vertices, denoted V (G), a set of edges, denoted E(G), and a relation called incidence so that each edge is incident with either one

More information

Exercise set 2 Solutions

Exercise set 2 Solutions Exercise set 2 Solutions Let H and H be the two components of T e and let F E(T ) consist of the edges of T with one endpoint in V (H), the other in V (H ) Since T is connected, F Furthermore, since T

More information

Three applications of Euler s formula. Chapter 10

Three applications of Euler s formula. Chapter 10 Three applications of Euler s formula Chapter 10 A graph is planar if it can be drawn in the plane R without crossing edges (or, equivalently, on the -dimensional sphere S ). We talk of a plane graph if

More information

Graph Theory. 1 Introduction to Graphs. Martin Stynes Department of Mathematics, UCC January 26, 2011

Graph Theory. 1 Introduction to Graphs. Martin Stynes Department of Mathematics, UCC   January 26, 2011 Graph Theory Martin Stynes Department of Mathematics, UCC email: m.stynes@ucc.ie January 26, 2011 1 Introduction to Graphs 1 A graph G = (V, E) is a non-empty set of nodes or vertices V and a (possibly

More information

Basics of Graph Theory

Basics of Graph Theory Basics of Graph Theory 1 Basic notions A simple graph G = (V, E) consists of V, a nonempty set of vertices, and E, a set of unordered pairs of distinct elements of V called edges. Simple graphs have their

More information

Problem Set 3. MATH 776, Fall 2009, Mohr. November 30, 2009

Problem Set 3. MATH 776, Fall 2009, Mohr. November 30, 2009 Problem Set 3 MATH 776, Fall 009, Mohr November 30, 009 1 Problem Proposition 1.1. Adding a new edge to a maximal planar graph of order at least 6 always produces both a T K 5 and a T K 3,3 subgraph. Proof.

More information

Professor: Padraic Bartlett. Lecture 9: Trees and Art Galleries. Week 10 UCSB 2015

Professor: Padraic Bartlett. Lecture 9: Trees and Art Galleries. Week 10 UCSB 2015 Math 7H Professor: Padraic Bartlett Lecture 9: Trees and Art Galleries Week 10 UCSB 2015 1 Prelude: Graph Theory This talk uses the mathematical concepts of graphs from our previous class. In particular,

More information

Pebble Sets in Convex Polygons

Pebble Sets in Convex Polygons 2 1 Pebble Sets in Convex Polygons Kevin Iga, Randall Maddox June 15, 2005 Abstract Lukács and András posed the problem of showing the existence of a set of n 2 points in the interior of a convex n-gon

More information

Network flows and Menger s theorem

Network flows and Menger s theorem Network flows and Menger s theorem Recall... Theorem (max flow, min cut strong duality). Let G be a network. The maximum value of a flow equals the minimum capacity of a cut. We prove this strong duality

More information

The angle measure at for example the vertex A is denoted by m A, or m BAC.

The angle measure at for example the vertex A is denoted by m A, or m BAC. MT 200 ourse notes on Geometry 5 2. Triangles and congruence of triangles 2.1. asic measurements. Three distinct lines, a, b and c, no two of which are parallel, form a triangle. That is, they divide the

More information

WUCT121. Discrete Mathematics. Graphs

WUCT121. Discrete Mathematics. Graphs WUCT121 Discrete Mathematics Graphs WUCT121 Graphs 1 Section 1. Graphs 1.1. Introduction Graphs are used in many fields that require analysis of routes between locations. These areas include communications,

More information

Lecture 6: Graph Properties

Lecture 6: Graph Properties Lecture 6: Graph Properties Rajat Mittal IIT Kanpur In this section, we will look at some of the combinatorial properties of graphs. Initially we will discuss independent sets. The bulk of the content

More information

INTRODUCTION TO GRAPH THEORY. 1. Definitions

INTRODUCTION TO GRAPH THEORY. 1. Definitions INTRODUCTION TO GRAPH THEORY D. JAKOBSON 1. Definitions A graph G consists of vertices {v 1, v 2,..., v n } and edges {e 1, e 2,..., e m } connecting pairs of vertices. An edge e = (uv) is incident with

More information

INTRODUCTION TO THE HOMOLOGY GROUPS OF COMPLEXES

INTRODUCTION TO THE HOMOLOGY GROUPS OF COMPLEXES INTRODUCTION TO THE HOMOLOGY GROUPS OF COMPLEXES RACHEL CARANDANG Abstract. This paper provides an overview of the homology groups of a 2- dimensional complex. It then demonstrates a proof of the Invariance

More information

GRAPH THEORY and APPLICATIONS. Planar Graphs

GRAPH THEORY and APPLICATIONS. Planar Graphs GRAPH THEORY and APPLICATIONS Planar Graphs Planar Graph A graph is planar if it can be drawn on a plane surface with no two edges intersecting. G is said to be embedded in the plane. We can extend the

More information

Lectures 19: The Gauss-Bonnet Theorem I. Table of contents

Lectures 19: The Gauss-Bonnet Theorem I. Table of contents Math 348 Fall 07 Lectures 9: The Gauss-Bonnet Theorem I Disclaimer. As we have a textbook, this lecture note is for guidance and supplement only. It should not be relied on when preparing for exams. In

More information

[8] that this cannot happen on the projective plane (cf. also [2]) and the results of Robertson, Seymour, and Thomas [5] on linkless embeddings of gra

[8] that this cannot happen on the projective plane (cf. also [2]) and the results of Robertson, Seymour, and Thomas [5] on linkless embeddings of gra Apex graphs with embeddings of face-width three Bojan Mohar Department of Mathematics University of Ljubljana Jadranska 19, 61111 Ljubljana Slovenia bojan.mohar@uni-lj.si Abstract Aa apex graph is a graph

More information

Chapter 8. Voronoi Diagrams. 8.1 Post Oce Problem

Chapter 8. Voronoi Diagrams. 8.1 Post Oce Problem Chapter 8 Voronoi Diagrams 8.1 Post Oce Problem Suppose there are n post oces p 1,... p n in a city. Someone who is located at a position q within the city would like to know which post oce is closest

More information

Discrete Mathematics I So Practice Sheet Solutions 1

Discrete Mathematics I So Practice Sheet Solutions 1 Discrete Mathematics I So 2016 Tibor Szabó Shagnik Das Practice Sheet Solutions 1 Provided below are possible solutions to the questions from the practice sheet issued towards the end of the course. Exercise

More information

Tangencies between disjoint regions in the plane

Tangencies between disjoint regions in the plane June 16, 20 Problem Definition Two nonoverlapping Jordan regions in the plane are said to touch each other or to be tangent to each other if their boundaries have precisely one point in common and their

More information

Figure 1: Two polygonal loops

Figure 1: Two polygonal loops Math 1410: The Polygonal Jordan Curve Theorem: The purpose of these notes is to prove the polygonal Jordan Curve Theorem, which says that the complement of an embedded polygonal loop in the plane has exactly

More information

Basic Combinatorics. Math 40210, Section 01 Fall Homework 4 Solutions

Basic Combinatorics. Math 40210, Section 01 Fall Homework 4 Solutions Basic Combinatorics Math 40210, Section 01 Fall 2012 Homework 4 Solutions 1.4.2 2: One possible implementation: Start with abcgfjiea From edge cd build, using previously unmarked edges: cdhlponminjkghc

More information

5 Graphs

5 Graphs 5 Graphs jacques@ucsd.edu Some of the putnam problems are to do with graphs. They do not assume more than a basic familiarity with the definitions and terminology of graph theory. 5.1 Basic definitions

More information

Lecture # 7 The Combinatorial Approach to Knot Theory Mike McCa rey. In this section we will define graphs in the combinatorial sense.

Lecture # 7 The Combinatorial Approach to Knot Theory Mike McCa rey. In this section we will define graphs in the combinatorial sense. 1 Graphs Lecture # 7 The Combinatorial Approach to Knot Theory Mike McCa rey In this section we will define graphs in the combinatorial sense. 1.1 Definitions and Facts Definition A graph is a finite set

More information

of Nebraska - Lincoln. Follow this and additional works at:

of Nebraska - Lincoln. Follow this and additional works at: University of Nebraska - Lincoln DigitalCommons@University of Nebraska - Lincoln Faculty Publications, Department of Mathematics Mathematics, Department of 6-1975 POLYGONS HAVE EARS G.H. Meisters University

More information

DO NOT RE-DISTRIBUTE THIS SOLUTION FILE

DO NOT RE-DISTRIBUTE THIS SOLUTION FILE Professor Kindred Math 104, Graph Theory Homework 3 Solutions February 14, 2013 Introduction to Graph Theory, West Section 2.1: 37, 62 Section 2.2: 6, 7, 15 Section 2.3: 7, 10, 14 DO NOT RE-DISTRIBUTE

More information

CPSC 536N: Randomized Algorithms Term 2. Lecture 10

CPSC 536N: Randomized Algorithms Term 2. Lecture 10 CPSC 536N: Randomized Algorithms 011-1 Term Prof. Nick Harvey Lecture 10 University of British Columbia In the first lecture we discussed the Max Cut problem, which is NP-complete, and we presented a very

More information

1. a graph G = (V (G), E(G)) consists of a set V (G) of vertices, and a set E(G) of edges (edges are pairs of elements of V (G))

1. a graph G = (V (G), E(G)) consists of a set V (G) of vertices, and a set E(G) of edges (edges are pairs of elements of V (G)) 10 Graphs 10.1 Graphs and Graph Models 1. a graph G = (V (G), E(G)) consists of a set V (G) of vertices, and a set E(G) of edges (edges are pairs of elements of V (G)) 2. an edge is present, say e = {u,

More information

Fixed-Parameter Algorithms, IA166

Fixed-Parameter Algorithms, IA166 Fixed-Parameter Algorithms, IA166 Sebastian Ordyniak Faculty of Informatics Masaryk University Brno Spring Semester 2013 Introduction Outline 1 Introduction Algorithms on Locally Bounded Treewidth Layer

More information

6.2 Classification of Closed Surfaces

6.2 Classification of Closed Surfaces Table 6.1: A polygon diagram 6.1.2 Second Proof: Compactifying Teichmuller Space 6.2 Classification of Closed Surfaces We saw that each surface has a triangulation. Compact surfaces have finite triangulations.

More information

CMSC Honors Discrete Mathematics

CMSC Honors Discrete Mathematics CMSC 27130 Honors Discrete Mathematics Lectures by Alexander Razborov Notes by Justin Lubin The University of Chicago, Autumn 2017 1 Contents I Number Theory 4 1 The Euclidean Algorithm 4 2 Mathematical

More information

Topological Graph Theory and Graphs of Positive Combinatorial Curvature. Marissa L. Childs

Topological Graph Theory and Graphs of Positive Combinatorial Curvature. Marissa L. Childs Topological Graph Theory and Graphs of Positive Combinatorial Curvature by Marissa L. Childs A thesis submitted in partial fulfillment of the requirements for graduation with Honors in Mathematics. Whitman

More information

Lattice Polygon s and Pick s Theorem From Dana Paquin and Tom Davis 1 Warm-Up to Ponder

Lattice Polygon s and Pick s Theorem From Dana Paquin and Tom Davis   1 Warm-Up to Ponder Lattice Polygon s and Pick s Theorem From Dana Paquin and Tom Davis http://www.geometer.org/mathcircles/pick.pdf 1 Warm-Up to Ponder 1. Is it possible to draw an equilateral triangle on graph paper so

More information

6 Planar Graphs. 6.1 Euler's Formula

6 Planar Graphs. 6.1 Euler's Formula 6 Planar Graphs Roughly speaking, a graph is planar if and only if it can be drawn in the plane without any two of its edges crossing. More formally, an embedding of a graph G = (V; E) is a function f

More information

TWO CONTRIBUTIONS OF EULER

TWO CONTRIBUTIONS OF EULER TWO CONTRIBUTIONS OF EULER SIEMION FAJTLOWICZ. MATH 4315 Eulerian Tours. Although some mathematical problems which now can be thought of as graph-theoretical, go back to the times of Euclid, the invention

More information

A THREE AND FIVE COLOR THEOREM

A THREE AND FIVE COLOR THEOREM PROCEEDINGS OF THE AMERICAN MATHEMATICAL SOCIETY Volume 52, October 1975 A THREE AND FIVE COLOR THEOREM FRANK R. BERNHART1 ABSTRACT. Let / be a face of a plane graph G. The Three and Five Color Theorem

More information

v V Question: How many edges are there in a graph with 10 vertices each of degree 6?

v V Question: How many edges are there in a graph with 10 vertices each of degree 6? ECS20 Handout Graphs and Trees March 4, 2015 (updated 3/9) Notion of a graph 1. A graph G = (V,E) consists of V, a nonempty set of vertices (or nodes) and E, a set of pairs of elements of V called edges.

More information

Lecture 5: Graphs. Graphs! Euler Definitions: model. Fact! Euler Again!! Planar graphs. Euler Again!!!!

Lecture 5: Graphs. Graphs! Euler Definitions: model. Fact! Euler Again!! Planar graphs. Euler Again!!!! Lecture 5: Graphs. Graphs! Euler Definitions: model. Fact! Euler Again!! Planar graphs. Euler Again!!!! Konigsberg bridges problem. Can you make a tour visiting each bridge exactly once? Konigsberg bridges

More information

The statement implies that any three intersection points of two distinct planes lie on a line.

The statement implies that any three intersection points of two distinct planes lie on a line. Math 3181 Dr. Franz Rothe February 23, 2015 All3181\3181_spr15ts1.tex 1 Solution of Test Name: Problem 1.1. The second part of Hilbert s Proposition 1 states: Any two different planes have either no point

More information

Discrete mathematics , Fall Instructor: prof. János Pach

Discrete mathematics , Fall Instructor: prof. János Pach Discrete mathematics 2016-2017, Fall Instructor: prof. János Pach - covered material - Lecture 1. Counting problems To read: [Lov]: 1.2. Sets, 1.3. Number of subsets, 1.5. Sequences, 1.6. Permutations,

More information

Coloring Squared Rectangles

Coloring Squared Rectangles Coloring Squared Rectangles Mark Bun August 28, 2010 Abstract We investigate the 3-colorability of rectangles dissected into squares. Our primary result is a polynomial-time algorithm for deciding whether

More information

Connected Components of Underlying Graphs of Halving Lines

Connected Components of Underlying Graphs of Halving Lines arxiv:1304.5658v1 [math.co] 20 Apr 2013 Connected Components of Underlying Graphs of Halving Lines Tanya Khovanova MIT November 5, 2018 Abstract Dai Yang MIT In this paper we discuss the connected components

More information

Problem 3.1 (Building up geometry). For an axiomatically built-up geometry, six groups of axioms needed:

Problem 3.1 (Building up geometry). For an axiomatically built-up geometry, six groups of axioms needed: Math 3181 Dr. Franz Rothe September 29, 2016 All3181\3181_fall16h3.tex Names: Homework has to be turned in this handout. For extra space, use the back pages, or put blank pages between. The homework can

More information

CHAPTER 2. Graphs. 1. Introduction to Graphs and Graph Isomorphism

CHAPTER 2. Graphs. 1. Introduction to Graphs and Graph Isomorphism CHAPTER 2 Graphs 1. Introduction to Graphs and Graph Isomorphism 1.1. The Graph Menagerie. Definition 1.1.1. A simple graph G = (V, E) consists of a set V of vertices and a set E of edges, represented

More information

The Geodesic Integral on Medial Graphs

The Geodesic Integral on Medial Graphs The Geodesic Integral on Medial Graphs Kolya Malkin August 013 We define the geodesic integral defined on paths in the duals of medial graphs on surfaces and use it to study lens elimination and connection

More information

Definition 1.1. A matching M in a graph G is called maximal if there is no matching M in G so that M M.

Definition 1.1. A matching M in a graph G is called maximal if there is no matching M in G so that M M. 1 Matchings Before, we defined a matching as a set of edges no two of which share an end in common. Suppose that we have a set of jobs and people and we want to match as many jobs to people as we can.

More information

K 4,4 e Has No Finite Planar Cover

K 4,4 e Has No Finite Planar Cover K 4,4 e Has No Finite Planar Cover Petr Hliněný Dept. of Applied Mathematics, Charles University, Malostr. nám. 25, 118 00 Praha 1, Czech republic (E-mail: hlineny@kam.ms.mff.cuni.cz) February 9, 2005

More information

A graph is finite if its vertex set and edge set are finite. We call a graph with just one vertex trivial and all other graphs nontrivial.

A graph is finite if its vertex set and edge set are finite. We call a graph with just one vertex trivial and all other graphs nontrivial. 2301-670 Graph theory 1.1 What is a graph? 1 st semester 2550 1 1.1. What is a graph? 1.1.2. Definition. A graph G is a triple (V(G), E(G), ψ G ) consisting of V(G) of vertices, a set E(G), disjoint from

More information

Ma/CS 6b Class 26: Art Galleries and Politicians

Ma/CS 6b Class 26: Art Galleries and Politicians Ma/CS 6b Class 26: Art Galleries and Politicians By Adam Sheffer The Art Gallery Problem Problem. We wish to place security cameras at a gallery, such that they cover it completely. Every camera can cover

More information

γ 2 γ 3 γ 1 R 2 (b) a bounded Yin set (a) an unbounded Yin set

γ 2 γ 3 γ 1 R 2 (b) a bounded Yin set (a) an unbounded Yin set γ 1 γ 3 γ γ 3 γ γ 1 R (a) an unbounded Yin set (b) a bounded Yin set Fig..1: Jordan curve representation of a connected Yin set M R. A shaded region represents M and the dashed curves its boundary M that

More information

List Coloring Graphs

List Coloring Graphs List Coloring Graphs January 29, 2004 CHROMATIC NUMBER Defn 1 A k coloring of a graph G is a function c : V (G) {1, 2,... k}. A proper k coloring of a graph G is a coloring of G with k colors so that no

More information

Euler's formula and Platonic solids

Euler's formula and Platonic solids University of Washington Euler's formula and Platonic solids Name: David Clark, Kelsey Kyllo, Kurt Maugerle, Yue Yuan Zhang Course Number: Math 445 Professor: Julia Pevtsova Date: 2013/06/03 Table of Contents:

More information

Ma/CS 6b Class 9: Euler s Formula

Ma/CS 6b Class 9: Euler s Formula Ma/CS 6b Class 9: Euler s Formula By Adam Sheffer Recall: Plane Graphs A plane graph is a drawing of a graph in the plane such that the edges are noncrossing curves. 1 Recall: Planar Graphs The drawing

More information

Edge colorings. Definition The minimum k such that G has a proper k-edge-coloring is called the edge chromatic number of G and is denoted

Edge colorings. Definition The minimum k such that G has a proper k-edge-coloring is called the edge chromatic number of G and is denoted Edge colorings Edge coloring problems often arise when objects being scheduled are pairs of underlying elements, e.g., a pair of teams that play each other, a pair consisting of a teacher and a class,

More information

arxiv: v1 [math.ho] 7 Nov 2017

arxiv: v1 [math.ho] 7 Nov 2017 An Introduction to the Discharging Method HAOZE WU Davidson College 1 Introduction arxiv:1711.03004v1 [math.ho] 7 Nov 017 The discharging method is an important proof technique in structural graph theory.

More information

LAMC Advanced Circle October 9, Oleg Gleizer. Warm-up

LAMC Advanced Circle October 9, Oleg Gleizer. Warm-up LAMC Advanced Circle October 9, 2016 Oleg Gleizer prof1140g@math.ucla.edu Warm-up Problem 1 Prove that a straight line tangent to a circle is perpendicular to the radius connecting the tangency point to

More information

v 1 v 2 r 3 r 4 v 3 v 4 Figure A plane embedding of K 4.

v 1 v 2 r 3 r 4 v 3 v 4 Figure A plane embedding of K 4. Chapter 6 Planarity Section 6.1 Euler s Formula In Chapter 1 we introduced the puzzle of the three houses and the three utilities. The problem was to determine if we could connect each of the three utilities

More information

Chapter 5. Planar Graphs. 5.1 Plane and Planar Graphs

Chapter 5. Planar Graphs. 5.1 Plane and Planar Graphs Chapter 5 Planar Graphs 5.1 Plane and Planar Graphs A plane graph is a graph drawn in the plane (of the paper, blackboard, etc.) in such a way that any pair of edges meet only at their end vertices (if

More information

Combinatorial Maps. University of Ljubljana and University of Primorska and Worcester Polytechnic Institute. Maps. Home Page. Title Page.

Combinatorial Maps. University of Ljubljana and University of Primorska and Worcester Polytechnic Institute. Maps. Home Page. Title Page. Combinatorial Maps Tomaz Pisanski Brigitte Servatius University of Ljubljana and University of Primorska and Worcester Polytechnic Institute Page 1 of 30 1. Maps Page 2 of 30 1.1. Flags. Given a connected

More information

Assignment 4 Solutions of graph problems

Assignment 4 Solutions of graph problems Assignment 4 Solutions of graph problems 1. Let us assume that G is not a cycle. Consider the maximal path in the graph. Let the end points of the path be denoted as v 1, v k respectively. If either of

More information

Scheduling, Map Coloring, and Graph Coloring

Scheduling, Map Coloring, and Graph Coloring Scheduling, Map Coloring, and Graph Coloring Scheduling via Graph Coloring: Final Exam Example Suppose want to schedule some ;inal exams for CS courses with following course numbers: 1007, 3137, 3157,

More information

Line Arrangements. Applications

Line Arrangements. Applications Computational Geometry Chapter 9 Line Arrangements 1 Line Arrangements Applications On the Agenda 2 1 Complexity of a Line Arrangement Given a set L of n lines in the plane, their arrangement A(L) is the

More information

Matching and Planarity

Matching and Planarity Matching and Planarity Po-Shen Loh June 010 1 Warm-up 1. (Bondy 1.5.9.) There are n points in the plane such that every pair of points has distance 1. Show that there are at most n (unordered) pairs of

More information

HW Graph Theory SOLUTIONS (hbovik)

HW Graph Theory SOLUTIONS (hbovik) Diestel 1.3: Let G be a graph containing a cycle C, and assume that G contains a path P of length at least k between two vertices of C. Show that G contains a cycle of length at least k. If C has length

More information

Lecture 4: Bipartite graphs and planarity

Lecture 4: Bipartite graphs and planarity Lecture 4: Bipartite graphs and planarity Anders Johansson 2011-10-22 lör Outline Bipartite graphs A graph G is bipartite with bipartition V1, V2 if V = V1 V2 and all edges ij E has one end in V1 and V2.

More information

Brief History. Graph Theory. What is a graph? Types of graphs Directed graph: a graph that has edges with specific directions

Brief History. Graph Theory. What is a graph? Types of graphs Directed graph: a graph that has edges with specific directions Brief History Graph Theory What is a graph? It all began in 1736 when Leonhard Euler gave a proof that not all seven bridges over the Pregolya River could all be walked over once and end up where you started.

More information

CS 177 Homework 1. Julian Panetta. October 22, We want to show for any polygonal disk consisting of vertex set V, edge set E, and face set F:

CS 177 Homework 1. Julian Panetta. October 22, We want to show for any polygonal disk consisting of vertex set V, edge set E, and face set F: CS 177 Homework 1 Julian Panetta October, 009 1 Euler Characteristic 1.1 Polyhedral Formula We want to show for any polygonal disk consisting of vertex set V, edge set E, and face set F: V E + F = 1 First,

More information

Symmetric Product Graphs

Symmetric Product Graphs Rochester Institute of Technology RIT Scholar Works Theses Thesis/Dissertation Collections 5-20-2015 Symmetric Product Graphs Evan Witz Follow this and additional works at: http://scholarworks.rit.edu/theses

More information

Discharging and reducible configurations

Discharging and reducible configurations Discharging and reducible configurations Zdeněk Dvořák March 24, 2018 Suppose we want to show that graphs from some hereditary class G are k- colorable. Clearly, we can restrict our attention to graphs

More information

On the maximum number of edges in plane graph with fixed exterior face degree

On the maximum number of edges in plane graph with fixed exterior face degree On the maximum number of edges in plane graph with fixed exterior face degree arxiv:708.02024v [math.co] 7 Aug 207 Niran Abbas Ali a, Gek L. Chia b,e, Hazim Michman Trao c and Adem Kilicman d a,c,d Department

More information

Chapter 12 and 11.1 Planar graphs, regular polyhedra, and graph colorings

Chapter 12 and 11.1 Planar graphs, regular polyhedra, and graph colorings Chapter 12 and 11.1 Planar graphs, regular polyhedra, and graph colorings Prof. Tesler Math 184A Fall 2017 Prof. Tesler Ch. 12: Planar Graphs Math 184A / Fall 2017 1 / 45 12.1 12.2. Planar graphs Definition

More information

MA 323 Geometric Modelling Course Notes: Day 36 Subdivision Surfaces

MA 323 Geometric Modelling Course Notes: Day 36 Subdivision Surfaces MA 323 Geometric Modelling Course Notes: Day 36 Subdivision Surfaces David L. Finn Today, we continue our discussion of subdivision surfaces, by first looking in more detail at the midpoint method and

More information

Graph theory. Po-Shen Loh. June We begin by collecting some basic facts which can be proved via bare-hands techniques.

Graph theory. Po-Shen Loh. June We begin by collecting some basic facts which can be proved via bare-hands techniques. Graph theory Po-Shen Loh June 013 1 Basic results We begin by collecting some basic facts which can be proved via bare-hands techniques. 1. The sum of all of the degrees is equal to twice the number of

More information

Which n-venn diagrams can be drawn with convex k-gons?

Which n-venn diagrams can be drawn with convex k-gons? Which n-venn diagrams can be drawn with convex k-gons? Jeremy Carroll Frank Ruskey Mark Weston Abstract We establish a new lower bound for the number of sides required for the component curves of simple

More information

Majority and Friendship Paradoxes

Majority and Friendship Paradoxes Majority and Friendship Paradoxes Majority Paradox Example: Small town is considering a bond initiative in an upcoming election. Some residents are in favor, some are against. Consider a poll asking the

More information

MAT 3271: Selected Solutions to the Assignment 6

MAT 3271: Selected Solutions to the Assignment 6 Chapter 2: Major Exercises MAT 3271: Selected Solutions to the Assignment 6 1. Since a projective plan is a model of incidence geometry, Incidence Axioms 1-3 and Propositions 2.1-2.5 (which follow logically

More information

SPERNER S LEMMA MOOR XU

SPERNER S LEMMA MOOR XU SPERNER S LEMMA MOOR XU Abstract. Is it possible to dissect a square into an odd number of triangles of equal area? This question was first answered by Paul Monsky in 970, and the solution requires elements

More information

Planar Point Location

Planar Point Location C.S. 252 Prof. Roberto Tamassia Computational Geometry Sem. II, 1992 1993 Lecture 04 Date: February 15, 1993 Scribe: John Bazik Planar Point Location 1 Introduction In range searching, a set of values,

More information

Nesting points in the sphere. Dan Archdeacon. University of Vermont. Feliu Sagols.

Nesting points in the sphere. Dan Archdeacon. University of Vermont.   Feliu Sagols. Nesting points in the sphere Dan Archdeacon Dept. of Computer Science University of Vermont Burlington, VT, USA 05405 e-mail: dan.archdeacon@uvm.edu Feliu Sagols Dept. of Computer Science University of

More information