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Metaheuristic optimization via memory and evolution tabu search and scatter search

Bahram Alidaee; C esar Rego

Boston Kluwer Academic Publishers c2010

Localização: IME - Inst. Matemática e Estatística    (QA860.C3 R343m )(Acessar)

  • Título:
    Metaheuristic optimization via memory and evolution tabu search and scatter search
  • Autor: Bahram Alidaee; C esar Rego
  • Assuntos: Evolutionary programming (Computer science); Mathematical optimization; Operations research; INTELIGÊNCIA ARTIFICIAL; HEURÍSTICA; COLETÂNEA
  • Notas: Includes bibliographical references and index
  • Descrição: Part I: ADVANCES FOR NEW MODEL AND SOLUTION APPROACHES -- 1. A Scatter Search Tutorial for Graph-Based Permutation Problems 1 -- Cdsar Rego and Pedro Ledo -- 2. A Multistart Scatter Search Heuristic for Smooth NLP and 25 -- MINLP Problems -- Zsolt Ugray, Leon Lasdon, John C. Plummer, Fred Glover, Jim Kelly -- and Rafael Martf -- 3. Scatter Search Methods for the Covering Tour Problem 59 -- Roberto Baldacci, Marco A. Boschetti, Vittorio Maniezzo and Marco -- Zamboni -- 4. Solution of the Sonet Ring Assignment Problem with -- Capacity Constraints 93 -- Roberto Aringhieri and Mauro Dell'Amico -- Part II: ADVANCES FOR SOLVING CLASSICAL PROBLEMS -- 5. A Very Fast Tabu Search Algorithm for Job Shop Problem 117 -- JdzefGrabowski and Mieczyslaw Wodecki -- 6. Tabu Search Heuristics for the Vehicle Routing Problem 145 -- Jean-FranVois Cordeau and Gilbert Laporte -- 7. Some New Ideas in TS for Job Shop Scheduling 165 -- Eugeniusz Nowicki and Czeslaw Smutnicki -- 8. A Tabu Search Heuristic for the Uncapacitated Facility Location -- Problem 191 -- Minghe Sun -- 9. Adaptive Memory Search Guidance for Satisfiability Problems 213 -- Arne Lokketangen and Fred Glover -- Part III: EXPERIMENTAL EVALUATIONS -- 10. Lessons from Applying and Experimenting with Scatter Search 229 -- Manuel Laguna and Vinfcius A. Armentano -- 11. Tabu Search for Mixed-Integer Programming 247 -- Jodo Pedro Pedroso -- 12. Scatter Search vs. Genetic Algorithms: An Experimental Evaluation -- with Permutation Problems 263 -- Rafael Martt, Manuel Laguna and Vicente Campos -- Part IV: REVIEW OF RECENT DEVELOPMENTS -- 13. Parallel Computation, Co-operation, Tabu Search 283 -- Teodor Gabriel Crainic -- 14. Using Group Theory to Construct and Characterize Metaheuristic -- Search Neighborhoods 303 -- Bruce W. Colletti and J. Wesley Barnes -- 15. Logistics Management: An Opportunity for Metaheuristics 329 -- Helena R. Lourenfo -- Part V: NEW PROCEDURAL DESIGNS -- 16. On the Integration of Metaheuristic Stra
    "The goal of this book is to report original research on algorithms and applications of tabu search, scatter search or both, as well as variations and extensions having "adaptive memory programming" as a primary focus. Individual chapters identify useful new implementations or new ways to integrate and apply the principles of TS and SS, or prove new theoretical results, or describe the successful application of these methods to real world problems."--BOOK JACKET
  • Editor: Boston Kluwer Academic Publishers
  • Data de criação/publicação: c2010
  • Formato: xiii, 466 p ill 25 cm.
  • Idioma: Inglês
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  • Realização: ABCD-USP USP   Logos de Redes Sociais: Freepik

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