Euler and Hamilton circuits. Euler paths and circuits
|
|
- Jasmine Shonda Lloyd
- 6 years ago
- Views:
Transcription
1 uler and Hamilton circuits uler paths and circuits o The Seven ridges of Konigsberg In the early 1700 s, Konigsberg was the capital of ast Prussia. Konigsberg was later renamed Kaliningrad and is now in Russia. The Pregel river runs through the city and branches into two rivers with an island (labeled ) in the middle as shown: Problem: Is it possible for a citizen of Koningsberg to take a stroll through the city, crossing each bridge exactly once, and beginning and ended at the same place? Simplify the problem by drawing a graph whose vertices represent the four land masses (,,, ) and whose edges represent the bridges connecting them. Then try to find a circuit that uses each edge exactly once. o n uler path is o n uler circuit is
2 2 xample 1. onsider the following graph: (a) Is an uler circuit? (b) an you find an uler circuit? uler s Theorem: In any connected graph: If the graph has an uler circuit, If each vertex of the graph has even degree, o xample 2. What does uler s Theorem tell us for the Seven ridges problem? o xample 3. ecide which of the following graphs have an uler circuit: L K G M I J H H J (a) G (b)
3 3 o xample 4. an you draw the following graph without lifting your pencil and without redrawing any of its edges? leury s lgorithm o cut edge in a graph is xample 5. Identify all cut edges in the graph in the following graph: G H
4 4 o leury s lgorithm for finding an uler circuit when all vertices have even degree: 1. Start at any vertex and choose any edge from this vertex. Go along your chosen edge to its other vertex and remove this edge from the graph. 2. You are now at a vertex of the revised graph. If the only edge from this vertex is a cut edge, go along this edge to its other vertex and remove this edge. Otherwise, choose any edge from this vertex that is not a cut edge, go along this edge to its other vertex and remove this edge. 3. Repeat step 2 until all edges have been used and you have returned to the vertex from which you started. xample 6. Use leury s lgorithm to find and uler circuit in the following graph: H G Hamilton ircuits o Hamilton circuit in a graph is
5 5 xample 1. Which of the circuits (a) (c) below are Hamilton ircuits? Which are uler circuits? (a) (b) (c) very graph with has a Hamilton circuit o Hamilton circuits that differ only in their are thought of as xample 2. raw a complete graph and count the number of Hamilton circuits. Number of Hamilton circuits a) 3 vertices b) 4 vertices c) 5 vertices
6 6 o The number of Hamilton circuits in a complete graph with n vertices is o In a weighted graph, a minimum Hamilton circuit is o rute orce lgorithm for finding a minimum Hamilton circuit 1. hoose a starting point. 2. List all Hamilton circuits with that starting point. 3. ind the weight of each circuit. 4. hoose a Hamilton circuit with the least total weight. xample 3. Use the rute orce lgorithm to ind a minimum Hamilton circuit for the following complete weighted graph: o The rute orce lgorithm is inefficient because it requires us to calculate the total weight for each of the (n 1)! Hamilton circuits. o No efficient algorithm is known, but an algorithm that gives reasonably good solutions most of the time is the
7 7 o Nearest Neighbor lgorithm for finding a minimum Hamilton circuit 1. hoose a starting point, call it. 2. rom the edges connecting to vertices not yet visited, choose the one with smallest weight and proceed along this edge to its other vertex. 3. Repeat step 2 until all vertices have been visited. 4. Return to the starting vertex. o The Nearest Neighborhood lgorithm if an example of an xample 4. courier based at head office and must deliver documents to four other offices,,, and. The estimated travel time (in minutes) between each office is shown on the graph below. The courier wishes to visit the locations in an order that takes the least amount of time. Use the Nearest Neighbor lgorithm to find an approximate solution to this problem, and calculate the total time for the given route
8 8 xample 5. You might be able to improve your result in xample 4 by starting at a different vertex: Starting vertex ircuit using Nearest Neighbor lgorithm Total weight The worst solution given by the Nearest Neighbor lgorithm begins at vertex
Sec 2. Euler Circuits, cont.
Sec 2. uler ircuits, cont. uler ircuits traverse each edge of a connected graph exactly once. Recall that all vertices must have even degree in order for an uler ircuit to exist. leury s lgorithm is a
More informationA region is each individual area or separate piece of the plane that is divided up by the network.
Math 135 Networks and graphs Key terms Vertex (Vertices) ach point of a graph dge n edge is a segment that connects two vertices. Region region is each individual area or separate piece of the plane that
More informationMATH 103: Contemporary Mathematics Study Guide for Chapter 6: Hamilton Circuits and the TSP
MTH 3: ontemporary Mathematics Study Guide for hapter 6: Hamilton ircuits and the TSP. nswer the questions above each of the following graphs: (a) ind 3 different Hamilton circuits for the graph below.
More informationChapter 14 Section 3 - Slide 1
AND Chapter 14 Section 3 - Slide 1 Chapter 14 Graph Theory Chapter 14 Section 3 - Slide WHAT YOU WILL LEARN Graphs, paths and circuits The Königsberg bridge problem Euler paths and Euler circuits Hamilton
More informationVertex-Edge Graphs. Vertex-Edge Graphs In the Georgia Performance Standards. Sarah Holliday Southern Polytechnic State University
Vertex-Edge Graphs Vertex-Edge Graphs In the Georgia Performance Standards Sarah Holliday Southern Polytechnic State University Math III MM3A7. Students will understand and apply matrix representations
More information11-5 Networks. Königsberg Bridge Problem
Section 11-5 Networks 1 11-5 Networks In the 1700s, the people of Königsberg, Germany (now Kaliningrad in Russia), used to enjoy walking over the bridges of the Pregel River. There were three landmasses
More informationMATH 113 Section 9.2: Topology
MATH 113 Section 9.2: Topology Prof. Jonathan Duncan Walla Walla College Winter Quarter, 2007 Outline 1 Introduction to Topology 2 Topology and Childrens Drawings 3 Networks 4 Conclusion Geometric Topology
More informationGraphs. Reading Assignment. Mandatory: Chapter 3 Sections 3.1 & 3.2. Peeking into Computer Science. Jalal Kawash 2010
Graphs Mandatory: hapter 3 Sections 3.1 & 3.2 Reading ssignment 2 Graphs bstraction of ata 3 t the end of this section, you will be able to: 1.efine directed and undirected graphs 2.Use graphs to model
More informationWeek 7: Introduction to Graph Theory. 24 and 26 October, 2018
(1/32) MA284 : Discrete Mathematics Week 7: Introduction to Graph Theory. http://www.maths.nuigalway.ie/ niall/ma284/ 24 and 26 October, 2018 1 Graph theory A network of mathematicians Water-Electricity-Broadband
More informationAn Early Problem in Graph Theory. Clicker Question 1. Konigsberg and the River Pregel
raphs Topic " Hopefully, you've played around a bit with The Oracle of acon at Virginia and discovered how few steps are necessary to link just about anybody who has ever been in a movie to Kevin acon,
More informationGraph Theory CS/Math231 Discrete Mathematics Spring2015
1 Graphs Definition 1 A directed graph (or digraph) G is a pair (V, E), where V is a finite set and E is a binary relation on V. The set V is called the vertex set of G, and its elements are called vertices
More informationSAMPLE. MODULE 5 Undirected graphs
H P T R MOUL Undirected graphs How do we represent a graph by a diagram and by a matrix representation? How do we define each of the following: graph subgraph vertex edge (node) loop isolated vertex bipartite
More informationCHAPTER 10 GRAPHS AND TREES. Alessandro Artale UniBZ - artale/z
CHAPTER 10 GRAPHS AND TREES Alessandro Artale UniBZ - http://www.inf.unibz.it/ artale/z SECTION 10.1 Graphs: Definitions and Basic Properties Copyright Cengage Learning. All rights reserved. Graphs: Definitions
More informationSAMPLE. Networks. A view of Königsberg as it was in Euler s day.
ack to Menu >>> How are graphs used to represent networks? H P T R 10 Networks How do we analyse the information contained in graphs? How do we use graphs to represent everyday situations? 10.1 Graph theory
More information1. The Highway Inspector s Problem
MATH 100 Survey of Mathematics Fall 2009 1. The Highway Inspector s Problem The Königsberg Bridges over the river Pregel C c d e A g D a B b Figure 1. Bridges f Is there a path that crosses every bridge
More informationCrossing bridges. Crossing bridges Great Ideas in Theoretical Computer Science. Lecture 12: Graphs I: The Basics. Königsberg (Prussia)
15-251 Great Ideas in Theoretical Computer Science Lecture 12: Graphs I: The Basics February 22nd, 2018 Crossing bridges Königsberg (Prussia) Now Kaliningrad (Russia) Is there a way to walk through the
More informationEulerian Cycle (2A) Young Won Lim 5/11/18
ulerian ycle (2) opyright (c) 2015 2018 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the NU ree ocumentation License, Version 1.2 or any later
More information#30: Graph theory May 25, 2009
#30: Graph theory May 25, 2009 Graph theory is the study of graphs. But not the kind of graphs you are used to, like a graph of y = x 2 graph theory graphs are completely different from graphs of functions.
More informationFINDING THE RIGHT PATH
Task 1: Seven Bridges of Konigsberg! Today we are going to begin with the story of Konigsberg in the 18 th century, its geography, bridges, and the question asked by its citizens. FINDING THE RIGHT PATH
More informationGraphs And Algorithms
Graphs nd lgorithms Mandatory: hapter 3 Sections 3.1 & 3.2 Reading ssignment 2 1 Graphs bstraction of ata 3 t the end of this section, you will be able to: 1. efine directed and undirected graphs 2. Use
More informationGraph Theory(Due with the Final Exam)
Graph Theory(ue with the Final Exam) Possible Walking Tour.. Is it possible to start someplace(either in a room or outside) and walk through every doorway once and only once? Explain. If it is possible,
More informationMath for Liberal Arts MAT 110: Chapter 13 Notes
Math for Liberal Arts MAT 110: Chapter 13 Notes Graph Theory David J. Gisch Networks and Euler Circuits Network Representation Network: A collection of points or objects that are interconnected in some
More informationGraph Theory Problems Instructor: Natalya St. Clair. 1 The Seven Bridges of Königsberg Problem
Graph Theory Problems erkeley Math ircles 2015 Lecture Notes Graph Theory Problems Instructor: Natalya St. lair 1 The Seven ridges of Königsberg Problem Königsberg is an ancient city of Prussia, now Kalingrad,
More informationSection 3.4 Basic Results of Graph Theory
1 Basic Results of Graph Theory Section 3.4 Basic Results of Graph Theory Purpose of Section: To formally introduce the symmetric relation of a (undirected) graph. We introduce such topics as Euler Tours,
More informationGrades 7 & 8, Math Circles 31 October/1/2 November, Graph Theory
Faculty of Mathematics Waterloo, Ontario N2L 3G1 Centre for Education in Mathematics and Computing Grades 7 & 8, Math Circles 31 October/1/2 November, 2017 Graph Theory Introduction Graph Theory is the
More informationIntroduction to Engineering Systems, ESD.00. Networks. Lecturers: Professor Joseph Sussman Dr. Afreen Siddiqi TA: Regina Clewlow
Introduction to Engineering Systems, ESD.00 Lecture 7 Networks Lecturers: Professor Joseph Sussman Dr. Afreen Siddiqi TA: Regina Clewlow The Bridges of Königsberg The town of Konigsberg in 18 th century
More information6.2. Paths and Cycles
6.2. PATHS AND CYCLES 85 6.2. Paths and Cycles 6.2.1. Paths. A path from v 0 to v n of length n is a sequence of n+1 vertices (v k ) and n edges (e k ) of the form v 0, e 1, v 1, e 2, v 2,..., e n, v n,
More informationEulerian Cycle (2A) Young Won Lim 5/25/18
ulerian ycle (2) opyright (c) 2015 2018 Young W. Lim. Permission is granted to copy, distribute and/or modify this document under the terms of the GNU ree ocumentation License, Version 1.2 or any later
More informationSection Graphs, Paths, and Circuits. Copyright 2013, 2010, 2007, Pearson, Education, Inc.
Section 14.1 Graphs, Paths, and Circuits What You Will Learn Graphs Paths Circuits Bridges 14.1-2 Definitions A graph is a finite set of points called vertices (singular form is vertex) connected by line
More informationAn Early Problem in Graph Theory
raphs Topic 2 " Hopefully, you've played around a bit with The Oracle of acon at Virginia and discovered how few steps are necessary to link just about anybody who has ever been in a movie to Kevin acon,
More informationWorksheet 28: Wednesday November 18 Euler and Topology
Worksheet 28: Wednesday November 18 Euler and Topology The Konigsberg Problem: The Foundation of Topology The Konigsberg Bridge Problem is a very famous problem solved by Euler in 1735. The process he
More informationMohammad A. Yazdani, Ph.D. Abstract
Utilizing Euler s Approach in Solving Konigsberg Bridge Problem to Identify Similar Traversable Networks in a Dynamic Geometry Teacher Education Environment: An Instructional Activity Mohammad A. Yazdani,
More informationJunior Circle Meeting 3 Circuits and Paths. April 18, 2010
Junior Circle Meeting 3 Circuits and Paths April 18, 2010 We have talked about insect worlds which consist of cities connected by tunnels. Here is an example of an insect world (Antland) which we saw last
More informationSec 7.1 EST Graphs Networks & Graphs
Sec 7.1 ST raphs Networks & raphs Name: These graphs are models to find the RLIST TIM any particular job can STRT. What do you think is meant in a team by the following statement? You are only as fast
More informationStreet-Routing Problems
Street-Routing Problems Lecture 26 Sections 5.1-5.2 Robb T. Koether Hampden-Sydney College Wed, Oct 25, 2017 Robb T. Koether (Hampden-Sydney College) Street-Routing Problems Wed, Oct 25, 2017 1 / 21 1
More informationGraph Theory. 26 March Graph Theory 26 March /29
Graph Theory 26 March 2012 Graph Theory 26 March 2012 1/29 Graph theory was invented by a mathematician named Euler in the 18th century. We will see some of the problems which motivated its study. However,
More information1. trees does the network shown in figure (a) have? (b) How many different spanning. trees does the network shown in figure (b) have?
2/28/18, 8:24 M 1. (a) ow many different spanning trees does the network shown in figure (a) have? (b) ow many different spanning trees does the network shown in figure (b) have? L K M P N O L K M P N
More informationThe Traveling Salesman Problem
The Traveling Salesman Problem Hamilton path A path that visits each vertex of the graph once and only once. Hamilton circuit A circuit that visits each vertex of the graph once and only once (at the end,
More informationGraph 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 informationCHAPTER FOURTEEN GRAPH THEORY
HPTR OURTN RPH THORY xercise Set 14.1 1. graph is a finite set of points, called vertices, that are connected with line segments, called edges. 2. 3. 4. The degree of a vertex is the number of edges that
More informationSection Graphs, Paths, and Circuits. Copyright 2013, 2010, 2007, Pearson, Education, Inc.
Section 14.1 Graphs, Paths, and Circuits INB Table of Contents Date Topic Page # January 27, 2014 Test #1 14 January 27, 2014 Test # 1 Corrections 15 January 27, 2014 Section 14.1 Examples 16 January 27,
More informationThe Traveling Salesman Problem Outline/learning Objectives The Traveling Salesman Problem
Chapter 6 Hamilton Joins the Circuit Outline/learning Objectives To identify and model Hamilton circuit and Hamilton path problems. To recognize complete graphs and state the number of Hamilton circuits
More informationMTH-129 Review for Test 4 Luczak
MTH-129 Review for Test 4 Luczak 1. On each of three consecutive days the National Weather Service announces that there is a 50-50 chance of rain. Assuming that they are correct, answer the following:
More informationThe Traveling Salesman Problem Outline/learning Objectives The Traveling Salesman Problem
Chapter 6 Hamilton Joins the Circuit Outline/learning Objectives To identify and model Hamilton circuit and Hamilton path problems. To recognize complete graphs and state the number of Hamilton circuits
More informationChapter 8 Topics in Graph Theory
Chapter 8 Topics in Graph Theory Chapter 8: Topics in Graph Theory Section 8.1: Examples {1,2,3} Section 8.2: Examples {1,2,4} Section 8.3: Examples {1} 8.1 Graphs Graph A graph G consists of a finite
More information14.2 Euler Paths and Circuits filled in.notebook November 18, Euler Paths and Euler Circuits
14.2 Euler Paths and Euler Circuits The study of graph theory can be traced back to the eighteenth century when the people of the town of Konigsberg sought a solution to a popular problem. They had sections
More informationGrade 7/8 Math Circles Graph Theory - Solutions October 13/14, 2015
Faculty of Mathematics Waterloo, Ontario N2L 3G1 Centre for Education in Mathematics and Computing Grade 7/8 Math Circles Graph Theory - Solutions October 13/14, 2015 The Seven Bridges of Königsberg In
More informationIntermediate Math Circles Wednesday, February 22, 2017 Graph Theory III
1 Eulerian Graphs Intermediate Math Circles Wednesday, February 22, 2017 Graph Theory III Let s begin this section with a problem that you may remember from lecture 1. Consider the layout of land and water
More informationEuler and Hamilton paths. Jorge A. Cobb The University of Texas at Dallas
Euler and Hamilton paths Jorge A. Cobb The University of Texas at Dallas 1 Paths and the adjacency matrix The powers of the adjacency matrix A r (with normal, not boolean multiplication) contain the number
More informationIntroduction to Networks
LESSON 1 Introduction to Networks Exploratory Challenge 1 One classic math puzzle is the Seven Bridges of Königsberg problem which laid the foundation for networks and graph theory. In the 18th century
More informationMath 110 Graph Theory II: Circuits and Paths
Math 110 Graph Theory II: Circuits and Paths For Next Time. Read Section 6.1 Circuit Training (p. 386ff) for more background on this material. Review the definition of a graph. Make sure you understand
More informationMATH 101: Introduction to Contemporary Mathematics
MATH 101: Introduction to Contemporary Mathematics Sections 201-206 Instructor: H. R. Hughes Course web page: http://www.math.siu.edu/hughes/math101.htm Summer 2013 Lecture sessions meet: MTWF 12:10-1:10
More informationGraph Theory
Graph Theory 2012.04.18 Our goal today is to learn some basic concepts in graph theory and explore fun problems using graph theory. A graph is a mathematical object that captures the notion of connection.
More informationMIT BLOSSOMS INITIATIVE. Taking Walks, Delivering Mail: An Introduction to Graph Theory Karima R. Nigmatulina MIT
MIT BLOSSOMS INITIATIVE Taking Walks, Delivering Mail: An Introduction to Graph Theory Karima R. Nigmatulina MIT Section 1 Hello and welcome everyone! My name is Karima Nigmatulina, and I am a doctoral
More informationCHAPTER 10 GRAPHS AND TREES. Copyright Cengage Learning. All rights reserved.
CHAPTER 10 GRAPHS AND TREES Copyright Cengage Learning. All rights reserved. SECTION 10.1 Graphs: Definitions and Basic Properties Copyright Cengage Learning. All rights reserved. Graphs: Definitions and
More informationSalvador Sanabria History of Mathematics. Königsberg Bridge Problem
Salvador Sanabria History of Mathematics Königsberg Bridge Problem The Problem of the Königsberg Bridge There is a famous story from Konigsberg. The city of Konigsberg, Northern Germany has a significant
More informationSEVENTH EDITION and EXPANDED SEVENTH EDITION
SEVENTH EDITION and EXPANDED SEVENTH EDITION Slide 14-1 Chapter 14 Graph Theory 14.1 Graphs, Paths and Circuits Definitions A graph is a finite set of points called vertices (singular form is vertex) connected
More informationIntroduction to Graphs
Introduction to Graphs Historical Motivation Seven Bridges of Königsberg Königsberg (now Kaliningrad, Russia) around 1735 Problem: Find a walk through the city that would cross each bridge once and only
More informationMath 100 Homework 4 B A C E
Math 100 Homework 4 Part 1 1. nswer the following questions for this graph. (a) Write the vertex set. (b) Write the edge set. (c) Is this graph connected? (d) List the degree of each vertex. (e) oes the
More informationChapter 5: Euler Paths and Circuits The Mathematics of Getting Around
1 Finite Math A Chapter 5: Euler Paths and Circuits The Mathematics of Getting Around Academic Standards Covered in this Chapter: *************************************************************************************
More informationGraph theory was invented by a mathematician named Euler in the 18th century. We will see some of the problems which motivated its study.
Graph Theory Graph theory was invented by a mathematician named Euler in the 18th century. We will see some of the problems which motivated its study. However, it wasn t studied too systematically until
More informationAQR UNIT 7. Circuits, Paths, and Graph Structures. Packet #
AQR UNIT 7 NETWORKS AND GRAPHS: Circuits, Paths, and Graph Structures Packet # BY: Introduction to Networks and Graphs: Try drawing a path for a person to walk through each door exactly once without going
More informationFinite Math A Chapter 6 Notes Hamilton Circuits
Chapter 6: The Mathematics of Touring (Hamilton Circuits) and Hamilton Paths 6.1 Traveling Salesman Problems/ 6.2 Hamilton Paths and Circuits A traveling salesman has clients in 5 different cities. He
More informationChapter 5: Euler Paths and Circuits The Mathematics of Getting Around
1 Finite Math A Chapter 5: Euler Paths and Circuits The Mathematics of Getting Around Academic Standards Covered in this Chapter: *************************************************************************************
More informationDiscrete Mathematics and Probability Theory Spring 2015 Vazirani Note 5
CS 70 Discrete Mathematics and Probability Theory Spring 2015 Vazirani Note 5 1 Graph Theory: An Introduction One of the fundamental ideas in computer science is the notion of abstraction: capturing the
More informationWarm -Up. 1. Draw a connected graph with 4 vertices and 7 edges. What is the sum of the degrees of all the vertices?
Warm -Up 1. Draw a connected graph with 4 vertices and 7 edges. What is the sum of the degrees of all the vertices? 1. Is this graph a. traceable? b. Eulerian? 3. Eulerize this graph. Warm-Up Eulerize
More informationLaunch problem: Lining streets
Math 5340 June 15,2012 Dr. Cordero Launch problem: Lining streets Lining Street Problem A Problem on Eulerian Circuits http://www.edmath.org/mattours/discrete/ Your job for the day is to drive slowly around
More informationUnderstand graph terminology Implement graphs using
raphs Understand graph terminology Implement graphs using djacency lists and djacency matrices Perform graph searches Depth first search Breadth first search Perform shortest-path algorithms Disjkstra
More informationMath Fall 2011 Exam 3 Solutions - December 8, 2011
Math 365 - all 2011 xam 3 Solutions - ecember 8, 2011 NM: STUNT I: This is a closed-book and closed-note examination. alculators are not allowed. Please show all your work. Use only the paper provided.
More informationChapter 11: Graphs and Trees. March 23, 2008
Chapter 11: Graphs and Trees March 23, 2008 Outline 1 11.1 Graphs: An Introduction 2 11.2 Paths and Circuits 3 11.3 Matrix Representations of Graphs 4 11.5 Trees Graphs: Basic Definitions Informally, a
More informationThe Fundamental Group, Braids and Circles
The Fundamental Group, Braids and Circles Pete Goetz Mathematics Colloquium Humboldt State University April 17, 2014 Outline 1) Topology 2) Path Homotopy and The Fundamental Group 3) Covering Spaces and
More informationThe Human Brain & Graph Theory
The Human Brain & Graph Theory Graph Theory A graph is a collection of vertices (or points) that are connected by edges (or lines) Edges may overlap Graphs do not need edges Graphs can be directed with
More informationGRAPH THEORY AND COMBINATORICS ( Common to CSE and ISE ) UNIT 1
GRAPH THEORY AND COMBINATORICS ( Common to CSE and ISE ) Sub code : 06CS42 UNIT 1 Introduction to Graph Theory : Definition and Examples Subgraphs Complements, and Graph Isomorphism Vertex Degree, Euler
More informationllj EXERCISES 938 CHAPTER 15 Graph Theory 11. For Exercises 1-6, determine how many vertices and how many edges each graph has. 13.
938 HAPTR 15 Graph Theory 15.1 XRISS or xercises 1-6, determine how many vertices and how many edges each graph has. 13. 1. 2. (a) (b) 3. 4. 14. (al (b) s. 15. (a) L. (b) 7.-10. or xercises 7-10, refer
More informationSCHOOL OF ENGINEERING & BUILT ENVIRONMENT. Mathematics. An Introduction to Graph Theory
SCHOOL OF ENGINEERING & BUILT ENVIRONMENT Mathematics An Introduction to Graph Theory. Introduction. Definitions.. Vertices and Edges... The Handshaking Lemma.. Connected Graphs... Cut-Points and Bridges.
More informationAn Interactive Introduction to Graph Theory
An Interactive Introduction to Graph Theory An Interactive Introduction to Graph Theory Chris K. Caldwell 1995 This the first of a series of interactive tutorials introducing the basic concepts of graph
More informationGraph Algorithms. A Brief Introduction. 高晓沨 (Xiaofeng Gao) Department of Computer Science Shanghai Jiao Tong Univ.
Graph Algorithms A Brief Introduction 高晓沨 (Xiaofeng Gao) Department of Computer Science Shanghai Jiao Tong Univ. 目录 2015/5/7 1 Graph and Its Applications 2 Introduction to Graph Algorithms 3 References
More informationThe premature state of Topology and Graph Theory nourished by Seven Bridges of Königsberg Problem
The premature state of Topology and Graph Theory nourished by Seven Bridges of Königsberg Problem Damodar Rajbhandari Many many years ago, There was a problem which created a mind-boggling puzzle to the
More informationNote that there are questions printed on both sides of each page!
Math 1001 Name: Fall 2007 Test 1 Student ID: 10/5/07 Time allowed: 50 minutes Section: 10:10 11:15 12:20 This exam includes 7 pages, including this one and a sheet for scratch work. There are a total of
More informationa) Graph 2 and Graph 3 b) Graph 2 and Graph 4 c) Graph 1 and Graph 4 d) Graph 1 and Graph 3 e) Graph 3 and Graph 4 f) None of the above
Mathematics 105: Math as a Liberal Art. Final Exam. Name Instructor: Ramin Naimi Spring 2008 Close book. Closed notes. No Calculators. NO CELL PHONES! Please turn off your cell phones and put them away.
More informationSpanning Tree. Lecture19: Graph III. Minimum Spanning Tree (MSP)
Spanning Tree (015) Lecture1: Graph III ohyung Han S, POSTH bhhan@postech.ac.kr efinition and property Subgraph that contains all vertices of the original graph and is a tree Often, a graph has many different
More informationThe Traveling Salesman Problem (TSP) is where a least cost Hamiltonian circuit is found. CHAPTER 1 URBAN SERVICES
Math 167 eview 1 (c) Janice Epstein HPE 1 UN SEVIES path that visits every vertex exactly once is a Hamiltonian path. circuit that visits every vertex exactly once is a Hamiltonian circuit. Math 167 eview
More informationUndirected graphs and networks
Gen. Maths h. 1(1) Page 1 Thursday, ecember 0, 1999 1:10 PM Undirected graphs and networks 1 V co covverage rea of study Units 1 & Geometry In this chapter 1 Vertices and edges 1 Planar graphs 1 ulerian
More informationDigital Integrated CircuitDesign
Digital Integrated CircuitDesign Lecture 8 Design Rules Adib Abrishamifar EE Department IUST Contents Design Rules CMOS Process Layers Intra-Layer Design Rules Via s and Contacts Select Layer Example Cell
More informationInstant Insanity Instructor s Guide Make-it and Take-it Kit for AMTNYS 2006
Instant Insanity Instructor s Guide Make-it and Take-it Kit for AMTNYS 2006 THE KIT: This kit contains materials for two Instant Insanity games, a student activity sheet with answer key and this instructor
More informationCharacterization of Graphs with Eulerian Circuits
Eulerian Circuits 3. 73 Characterization of Graphs with Eulerian Circuits There is a simple way to determine if a graph has an Eulerian circuit. Theorems 3.. and 3..2: Let G be a pseudograph that is connected
More informationDiscrete Mathematics and Probability Theory Fall 2013 Vazirani Note 7
CS 70 Discrete Mathematics and Probability Theory Fall 2013 Vazirani Note 7 An Introduction to Graphs A few centuries ago, residents of the city of Königsberg, Prussia were interested in a certain problem.
More informationMA 111 Review for Exam 3
MA 111 Review for Exam 3 Exam 3 (given in class on Tuesday, March 27, 2012) will cover Chapter 5. You should: know what a graph is and how to use graphs to model geographic relationships. know how to describe
More informationGraph Theory. Defining a Graph
Graph Theory This topic is one of the most applicable to real-life applications because all networks (computer, transportation, communication, organizational, etc.) can be represented with a graph. For
More informationTopics Covered. Introduction to Graphs Euler s Theorem Hamiltonian Circuits The Traveling Salesman Problem Trees and Kruskal s Algorithm
Graph Theory Topics Covered Introduction to Graphs Euler s Theorem Hamiltonian Circuits The Traveling Salesman Problem Trees and Kruskal s Algorithm What is a graph? A collection of points, called vertices
More informationof Nebraska - Lincoln
University of Nebraska - Lincoln DigitalCommons@University of Nebraska - Lincoln MAT Exam Expository Papers Math in the Middle Institute Partnership 7-2008 De Bruijn Cycles Val Adams University of Nebraska
More informationUnit 7 Day 2 Section Vocabulary & Graphical Representations Euler Circuits and Paths
Unit 7 Day 2 Section 4.3-4.5 Vocabulary & Graphical Representations Euler Circuits and Paths 1 Warm Up ~ Day 2 List the tasks and earliest start times in a table, as in exercise #1. Determine the minimum
More informationEulerian Tours and Fleury s Algorithm
Eulerian Tours and Fleury s Algorithm CSE21 Winter 2017, Day 12 (B00), Day 8 (A00) February 8, 2017 http://vlsicad.ucsd.edu/courses/cse21-w17 Vocabulary Path (or walk):describes a route from one vertex
More informationMethods for the specification and verification of business processes MPB (6 cfu, 295AA)
Methods for the specification and verification of business processes MPB (6 cfu, 295AA) Roberto Bruni http://www.di.unipi.it/~bruni 01 - Introduction 1 Contact information http://www.di.unipi.it/~bruni
More informationSTRUCTURES AND STRATEGIES FOR STATE SPACE SEARCH
Slide 3.1 3 STRUCTURES AND STRATEGIES FOR STATE SPACE SEARCH 3.0 Introduction 3.1 Graph Theory 3.2 Strategies for State Space Search 3.3 Using the State Space to Represent Reasoning with the Predicate
More informationChapter 9. Graph Theory
Chapter 9. Graph Theory Prof. Tesler Math 8A Fall 207 Prof. Tesler Ch. 9. Graph Theory Math 8A / Fall 207 / 50 Graphs PC Computer network PC2 Modem ISP Remote server PC Emily Dan Friends Irene Gina Harry
More informationSHORT ANSWER. Write the word or phrase that best completes each statement or answers the question.
Chapter 6 Test Review Name SHORT ANSWER. Write the word or phrase that best completes each statement or answers the question. Solve the problem. 1) The number of edges in K12 is 1) 2) The number of Hamilton
More informationMaterial handling and Transportation in Logistics. Paolo Detti Dipartimento di Ingegneria dell Informazione e Scienze Matematiche Università di Siena
Material handling and Transportation in Logistics Paolo Detti Dipartimento di Ingegneria dell Informazione e Scienze Matematiche Università di Siena Introduction to Graph Theory Graph Theory As Mathematical
More informationThe ancient Egyptians used a decimal system in which pictographs were used to represent powers of 10.
Section 3.1 The ancient Egyptians used a decimal system in which pictographs were used to represent powers of 10. Value Symbol Represents 1 Staff 10 Heel bone 100 Coil of rope 1,000 Lotus flower 10,000
More informationBrief 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