Tabu Search / Edition 1

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This book explores the meta-heuristics approach called tabu search, which is dramatically changing our ability to solve a hostof problems that stretch over the realms of resource planning,telecommunications, VLSI design, financial analysis, scheduling, spaceplanning, energy distribution, molecular engineering, logistics,pattern classification, flexible manufacturing, waste management,mineral exploration, biomedical analysis, environmental conservationand scores of other problems. The major ideas of tabu search arepresented with examples that show their relevance to multipleapplications. Numerous illustrations and diagrams are used to clarifyprinciples that deserve emphasis, and that have not always been wellunderstood or applied. The book's goal is to provide ''hands-on' knowledge and insight alike, rather than to focus exclusively eitheron computational recipes or on abstract themes. This book is designedto be useful and accessible to researchers and practitioners inmanagement science, industrial engineering, economics, and computerscience. It can appropriately be used as a textbook in a masterscourse or in a doctoral seminar. Because of its emphasis on presentingideas through illustrations and diagrams, and on identifyingassociated practical applications, it can also be used as asupplementary text in upper division undergraduate courses.

Finally, there are many more applications of tabu search than canpossibly be covered in a single book, and new ones are emerging everyday. The book's goal is to provide a grounding in the essential ideasof tabu search that will allow readers to create successfulapplications of their own. Along with the essentialideas,understanding of advanced issues is provided, enabling researchers togo beyond today's developments and create the methods of tomorrow.
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Product Details

  • ISBN-13: 9780792381877
  • Publisher: Springer US
  • Publication date: 6/15/1998
  • Edition description: Softcover reprint of the original 1st ed. 1997
  • Edition number: 1
  • Pages: 382
  • Product dimensions: 9.21 (w) x 6.14 (h) x 0.83 (d)

Table of Contents

1 Tabu Search Background 1
2 TS Foundations: Short Term Memory 25
3 TS Foundations: Additional Aspects of Short Term Memory 59
4 TS Foundations: Longer Term Memory 93
5 Tabu Search Principles 125
6 Tabu Search In Integer Programming 153
7 Special Tabu Search Topics 227
8 Tabu Search Applications 267
9 Connections, Hybrid Approaches and Learning 305
10 Neglected Tabu Search Strategies 343
References 359
Index 377
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