Engineering stochastic local search algorithms

Engineering stochastic local search algorithms: designing, implementing and analyzing effective heuristics, Second International Workshop, SLS 2009, Brussels, Belgium, September 3-4, 2009. Proceedings

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This book constitutes the refereed proceedings of the International Workshop on Engineering Stochastic Local Search Algorithms 2009, held in Brussels, Belgium, September 3-5, 2009. The 7 revised full papers presented together with 10 short papers were carefully reviewed and selected from more than 27 submissions. The topics include e. g. the use of run time distributions to evaluate and compare, high- performance local search for task scheduling with human, running time analysis of ACO Systems …

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Title Statements

  • Full title :Engineering stochastic local search algorithms : designing, implementing and analyzing effective heuristics, Second International Workshop, SLS 2009, Brussels, Belgium, September 3-4, 2009. Proceedings / Thomas Stützle, Mauro Birattari, Holger H. Hoos (Eds.).

Summary

This book constitutes the refereed proceedings of the International Workshop on Engineering Stochastic Local Search Algorithms 2009, held in Brussels, Belgium, September 3-5, 2009. The 7 revised full papers presented together with 10 short papers were carefully reviewed and selected from more than 27 submissions. The topics include e. g. the use of run time distributions to evaluate and compare, high- performance local search for task scheduling with human, running time analysis of ACO Systems for shortest path problems, the explorative behavior of MAX-MIN ant system and improved robustness through population variance and colony optimization.

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Edition Statements

  • Publication Date:©2009.

Publication Statements

  • Publisher(s):Springer-Verlag
  • Place of Publication:Berlin
  • Language:eng
  • Publication Date:©2009.

Notes

International conference proceedings.

Includes index.

The Physical Object

  • Description:1 online resource

Edition Identifiers

  • ISBN:9783642037511, 3642037518, 9783642037504, 364203750X
  • DOI:10.1007/978-3-642-03751-1
  • oclc:ocn489215741
  • LC Classification:QA76.9.A43
  • Dewey Decimal:005.1

Table of Contents

High-Performance Local Search for Task Scheduling with Human Resource Allocation -- High-Performance Local Search for Task Scheduling with Human Resource Allocation -- On the Use of Run Time Distributions to Evaluate and Compare Stochastic Local Search Algorithms -- Estimating Bounds on Expected Plateau Size in MAXSAT Problems -- A Theoretical Analysis of the k-Satisfiability Search Space -- Loopy Substructural Local Search for the Bayesian Optimization Algorithm -- Running Time Analysis of ACO Systems for Shortest Path Problems -- Techniques and Tools for Local Search Landscape Visualization and Analysis -- Short Papers -- High-Performance Local Search for Solving Real-Life Inventory Routing Problems -- A Detailed Analysis of Two Metaheuristics for the Team Orienteering Problem -- On the Explorative Behavior of MAX-MIN Ant System -- A Study on Dominance-Based Local Search Approaches for Multiobjective Combinatorial Optimization -- A Memetic Algorithm for the Multidimensional Assignment Problem -- Autonomous Control Approach for Local Search -- EasyGenetic: A Template Metaprogramming Framework for Genetic Master-Slave Algorithms -- Adaptive Operator Selection for Iterated Local Se…

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Subjects

Actes de congrès Algorithmes Algorithmes -- Congrès ALGORITHMS Computer algorithms Computer algorithms -- Congresses Conference papers and proceedings Congress Electronic information resource searchi… Electronic information resource searchi… Heuristic programming Heuristic programming -- Congresses Information Storage and Retrieval -- me… Informatique Programmation heuristique -- Congrès Programmation stochastique -- Congrès Recherche de l'information électronique… Search theory Search theory -- Congresses Software -- methods

Writers

Birattari, Mauro Hoos, Holger H. Stutzle, Thomas

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