Book Volume 5252 2008

Multiobjective Optimization

Interactive and Evolutionary Approaches

ISBN: 978-3-540-88907-6 (Print) 978-3-540-88908-3 (Online)

Table of contents (16 chapters)

  1. Front Matter

    Pages -

  2. Basics on Multiobjective Optimization

    1. No Access

      Chapter

      Pages 1-26

      Introduction to Multiobjective Optimization: Noninteractive Approaches

    2. No Access

      Chapter

      Pages 27-57

      Introduction to Multiobjective Optimization: Interactive Approaches

    3. No Access

      Chapter

      Pages 59-96

      Introduction to Evolutionary Multiobjective Optimization

  3. Recent Interactive and Preference-Based Approaches

    1. No Access

      Chapter

      Pages 97-119

      Interactive Multiobjective Optimization Using a Set of Additive Value Functions

    2. No Access

      Chapter

      Pages 121-155

      Dominance-Based Rough Set Approach to Interactive Multiobjective Optimization

    3. No Access

      Chapter

      Pages 157-178

      Consideration of Partial User Preferences in Evolutionary Multiobjective Optimization

    4. No Access

      Chapter

      Pages 179-193

      Interactive Multiobjective Evolutionary Algorithms

  4. Visualization of Solutions

    1. No Access

      Chapter

      Pages 195-212

      Visualization in the Multiple Objective Decision-Making Framework

    2. No Access

      Chapter

      Pages 213-243

      Visualizing the Pareto Frontier

  5. Modelling, Implementation and Applications

    1. No Access

      Chapter

      Pages 245-284

      Meta-Modeling in Multiobjective Optimization

    2. No Access

      Chapter

      Pages 285-327

      Real-World Applications of Multiobjective Optimization

    3. No Access

      Chapter

      Pages 329-348

      Multiobjective Optimization Software

    4. No Access

      Chapter

      Pages 349-372

      Parallel Approaches for Multiobjective Optimization

  6. Quality Assessment, Learning, and Future Challenges

    1. No Access

      Chapter

      Pages 373-404

      Quality Assessment of Pareto Set Approximations

    2. No Access

      Chapter

      Pages 405-433

      Interactive Multiobjective Optimization from a Learning Perspective

    3. No Access

      Chapter

      Pages 435-461

      Future Challenges

  7. Back Matter

    Pages -