Graph Coloring: From Games to Deterministic and Quantum Approaches

by Maurice Clerc

Overview

This book explores the problem of minimal valid graph coloring, first in the form of games and then of resolution algorithms. Emphasis is placed on deterministic, guaranteed and non-guaranteed methods. Stochastic methods are then just mentioned because they are already widely described in previous publications.

The study then details a general quantum algorithm of polynomial complexity. A final chapter provides elements of reflection on diplomatic algorithms that, for the problem of coloring under resource constraints, seek a compromise minimizing frustrations. The appendix includes some mathematical additions and the source codes of the main algorithms presented, in particular the one of the quantum method.

Product Details

ISBN-13:	9781032737515
Publisher:	CRC Press
Publication date:	12/16/2024
Series:	Advances in Metaheuristics
Pages:	144
Product dimensions:	7.00(w) x 10.00(h) x (d)

About the Author

Maurice Clerc is a French mathematician. He worked in the Research and Development Department of France Télécom. Retired since 2004, he remains active in various fields of research, both in particle swarm optimization (PSO)-related fields and in other areas. He regularly publishes articles, gives keynote speeches in conferences, serves as a director and thesis jury, and occasionally works as an optimization consultant.

Table of Contents

Preface. Chapter 1 Games. Chapter 2 A few applications. Chapter 3 Encoding. Chapter 4 Deterministic resolutions. Chapter 5 Stochastic methods. Chapter 6 A quantum method. Chapter 7 Diplomatic algorithms. Chapter 8 Appendix. Bibliography. Index.