Local Search in Combinatorial Optimization

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Format: Paperback
Pub. Date: 2003-07-14
Publisher(s): Princeton Univ Pr
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Summary

In the past three decades, local search has grown from a simple heuristic idea into a mature field of research in combinatorial optimization that is attracting ever-increasing attention. Local search is still the method of choice for NP-hard problems as it provides a robust approach for obtaining high-quality solutions to problems of a realistic size in reasonable time.Local Search in Combinatorial Optimizationcovers local search and its variants from both a theoretical and practical point of view, each topic discussed by a leading authority. This book is an important reference and invaluable source of inspiration for students and researchers in discrete mathematics, computer science, operations research, industrial engineering, and management science. In addition to the editors, the contributors are Mihalis Yannakakis, Craig A. Tovey, Jan H. M. Korst, Peter J. M. van Laarhoven, Alain Hertz, Eric Taillard, Dominique de Werra, Heinz Muuml;hlenbein, Carsten Peterson, Bo Souml;derberg, David S. Johnson, Lyle A. McGeoch, Michel Gendreau, Gilbert Laporte, Jean-Yves Potvin, Gerard A. P. Kindervater, Martin W. P. Savelsbergh, Edward J. Anderson, Celia A. Glass, Chris N. Potts, C. L. Liu, Peichen Pan, Iiro Honkala, and Patric R. J. Ouml;stergaring;rd.

Table of Contents

Preface to the paperback edition vii
Preface ix
Contributors xi
1. Introduction 1(18)
Emile H.L. Aarts, Jan Karel Lenstra
2. Computational complexity 19(38)
Mihalis Yannakakis
3. Local improvement on discrete structures 57(34)
Craig A. Tovey
4. Simulated annealing 91(30)
Emile H.L. Aarts, Jan H.M. Korst, Peter J.M. van Laarhoven
5. Tabu search 121(16)
Alain Hertz, Eric Taillard, Dominique de Werra
6. Genetic algorithms 137(36)
Heinz Mühlenbein
7. Artificial neural networks 173(42)
Carsten Peterson, Bo Soderberg
8. The traveling salesman problem: a case study 215(96)
David S. Johnson, Lyle A. McGeoch
9. Vehicle routing: modern heuristics 311(26)
Michel Gendreau, Gilbert Laporte, Jean-Yves Potvin
10. Vehicle routing: handling edge exchanges 337(24)
Gerard A.P. Kindervater, Martin W.P. Savelsbergh
11. Machine scheduling 361(54)
Edward J. Anderson, Celia A. Glass, Chris N. Potts
12. VLSI layout synthesis 415(26)
Emile H.L. Aarts, Peter J.M. van Laarhoven, C.L. Liu, Peichen Pan
13. Codedesign 441(16)
Iiro S. Honkala, Patric R.J. Östergård
Bibliography 457(38)
Author index 495(12)
Subject index 507

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