Evolutionary Multi-Criterion Optimization

Third International Conference, EMO 2005, Guanajuato, Mexico, March 9-11, 2005. Proceedings

ISBN: 978-3-540-24983-2 (Print) 978-3-540-31880-4 (Online)

Table of contents (62 chapters)

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  1. Front Matter

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  2. Invited Talks

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      Pages 1-13

      The Evolution of Optimality: De Novo Programming

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      Pages 14-32

      Many-Objective Optimization: An Engineering Design Perspective

  3. Tutorial

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      Pages 33-46

      1984-2004 – 20 Years of Multiobjective Metaheuristics. But What About the Solution of Combinatorial Problems with Multiple Objectives?

  4. Algorithm Improvements

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      Pages 47-61

      Omni-optimizer: A Procedure for Single and Multi-objective Optimization

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      Pages 62-76

      An EMO Algorithm Using the Hypervolume Measure as Selection Criterion

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      Pages 77-91

      The Combative Accretion Model – Multiobjective Optimisation Without Explicit Pareto Ranking

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      Pages 92-107

      Parallelization of Multi-objective Evolutionary Algorithms Using Clustering Algorithms

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      Pages 108-119

      An Efficient Multi-objective Evolutionary Algorithm: OMOEA-II

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      Pages 120-134

      Path Relinking in Pareto Multi-objective Genetic Algorithms

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      Pages 135-149

      Dynamic Archive Evolution Strategy for Multiobjective Optimization

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      Pages 150-164

      Searching for Robust Pareto-Optimal Solutions in Multi-objective Optimization

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      Pages 165-175

      Multi-objective MaxiMin Sorting Scheme

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      Pages 176-190

      Multiobjective Optimization on a Budget of 250 Evaluations

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      Pages 191-205

      Initial Population Construction for Convergence Improvement of MOEAs

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      Pages 206-220

      Multi-objective Go with the Winners Algorithm: A Preliminary Study

  5. Incorporation of Preferences

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      Pages 221-234

      Exploiting Comparative Studies Using Criteria: Generating Knowledge from an Analyst’s Perspective

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      Pages 235-249

      A Multiobjective Evolutionary Algorithm for Deriving Final Ranking from a Fuzzy Outranking Relation

  6. Performance Analysis and Comparison

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      Pages 250-264

      Exploring the Performance of Stochastic Multiobjective Optimisers with the Second-Order Attainment Function

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      Pages 265-279

      Recombination of Similar Parents in EMO Algorithms

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      Pages 280-295

      A Scalable Multi-objective Test Problem Toolkit

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