Metaheuristic Optimization via Memory and Evolution -

Metaheuristic Optimization via Memory and Evolution

Tabu Search and Scatter Search

Cesar Rego, Bahram Alidaee (Herausgeber)

Buch | Softcover
466 Seiten
2010 | Softcover reprint of hardcover 1st ed. 2005
Springer-Verlag New York Inc.
978-1-4419-5483-1 (ISBN)
149,79 inkl. MwSt
Tabu Search (TS) and, more recently, Scatter Search (SS) have proved highly effective in solving a wide range of optimization problems, and have had a variety of applications in industry, science, and government. The goal of Metaheuristic Optimization via Memory and Evolution: Tabu Search and Scatter Search 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 that prove new theoretical results, or describe the successful application of these methods to real world problems.

Advances for New Model and Solution Approaches.- A Scatter Search Tutorial for Graph-Based Permutation Problems.- A Multistart Scatter Search Heuristic for Smooth NLP and MINLP Problems.- Scatter Search Methods for the Covering Tour Problem.- Solution of the SONET Ring Assignment Problem with Capacity Constraints.- Advances for Solving Classical Problems.- A Very Fast Tabu Search Algorithm for Job Shop Problem.- Tabu Search Heuristics for the Vehicle Routing Problem.- Some New Ideas in TS for Job Shop Scheduling.- A Tabu Search Heuristic for the Uncapacitated Facility Location Problem.- Adaptive Memory Search Guidance for Satisfiability Problems.- Experimental Evaluations.- Lessons from Applying and Experimenting with Scatter Search.- Tabu Search for Mixed Integer Programming.- Scatter Search vs. Genetic Algorithms.- Review of Recent Developments.- Parallel Computation, Co-operation, Tabu Search.- Using Group Theory to Construct and Characterize Metaheuristic Search Neighborhoods.- Logistics Management.- New Procedural Designs.- On the Integration of Metaheuristic Strategies in Constraint Programming.- General Purpose Metrics for Solution Variety.- Controlled Pool Maintenance for Metaheuristics.- Adaptive Memory Projection Methods for Integer Programming.- RAMP: A New Metaheuristic Framework for Combinatorial Optimization.

Erscheint lt. Verlag 8.12.2010
Reihe/Serie Operations Research /Computer Science Interfaces Series ; 30
Zusatzinfo 69 Illustrations, black and white; XIV, 466 p. 69 illus.
Verlagsort New York, NY
Sprache englisch
Maße 155 x 235 mm
Themenwelt Mathematik / Informatik Informatik Theorie / Studium
Informatik Weitere Themen CAD-Programme
Mathematik / Informatik Mathematik Angewandte Mathematik
Mathematik / Informatik Mathematik Finanz- / Wirtschaftsmathematik
Wirtschaft Betriebswirtschaft / Management Unternehmensführung / Management
ISBN-10 1-4419-5483-X / 144195483X
ISBN-13 978-1-4419-5483-1 / 9781441954831
Zustand Neuware
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