ENGLISH

Multiobjective optimization: interactive and evolutionary approaches

By jurgen , Branke

Book information

Publisher
Springer
Year
2008
ISBN
9783540889076, 3540889078
Language
english
Format
PDF
Filesize
9 MB (9502954 bytes)
Series
Lecture notes in computer science 5252.; Lecture notes in computer science. State-of-the-art survey
Pages
xx, 470 pages : illustrations ; 24 cm\481
Time added
2020-07-26 19:24:52
Multiobjective optimization;Mehrkriterielle Optimi

Description

Basics on Multiobjective Optimization.- to Multiobjective Optimization: Noninteractive Approaches.- to Multiobjective Optimization: Interactive Approaches.- to Evolutionary Multiobjective Optimization.- Recent Interactive and Preference-Based Approaches.- Interactive Multiobjective Optimization Using a Set of Additive Value Functions.- Dominance-Based Rough Set Approach to Interactive Multiobjective Optimization.- Consideration of Partial User Preferences in Evolutionary Multiobjective Optimization.- Interactive Multiobjective Evolutionary Algorithms.- Visualization of Solutions.- Visualization in the Multiple Objective Decision-Making Framework.- Visualizing the Pareto Frontier.- Modelling, Implementation and Applications.- Meta-Modeling in Multiobjective Optimization.- Real-World Applications of Multiobjective Optimization.- Multiobjective Optimization Software.- Parallel Approaches for Multiobjective Optimization.- Quality Assessment, Learning, and Future Challenges.- Quality Assessment of Pareto Set Approximations.- Interactive Multiobjective Optimization from a Learning Perspective.- Future Challenges.

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