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Multiobjective optimization : interactive and evolutionary approaches

Author: Jürgen Branke
Publisher: Berlin ; New York : Springer, ©2008.
Series: Lecture notes in computer science, 5252.; Lecture notes in computer science., State-of-the-art survey.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

Multiobjective optimization deals with solving problems having not only one, but multiple, often conflicting, criteria. Based on the International Seminar on Practical Approaches to Multiobjective  Read more...

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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Jürgen Branke
ISBN: 9783540889076 3540889078
OCLC Number: 264694001
Notes: "This [volume] originates from the International Seminar on Practical Approaches to Multiobjective Optimization, held in Dagstuhl Castle, Germany, in December 2006 ..."--Page 4 of cover.
Description: xx, 470 pages : illustrations ; 24 cm.
Contents: 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.
Series Title: Lecture notes in computer science, 5252.; Lecture notes in computer science., State-of-the-art survey.
Responsibility: Jürgen Branke [and others] (eds.).

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