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