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Multiobjective Optimization : interactive and evolutionary approaches

Author: Jürgen Branke
Publisher: Berlin : Springer-Verlag, ©2008.
Series: Lecture notes in computer science, 5252.; LNCS sublibrary., SL 1,, Theoretical computer science and general issues.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
Multiobjective optimization deals with solving problems having not only one, but multiple, often conflicting, criteria. Such problems can arise in practically every field of science, engineering and business, and the need for efficient and reliable solution methods is increasing. The task is challenging due to the fact that, instead of a single optimal solution, multiobjective optimization results in a number of  Read more...
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Details

Genre/Form: Electronic books
Electronic book
Additional Physical Format: Print version:
Multiobjective optimization.
Berlin : Springer, 2008
(DLC) 2008937576
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Jürgen Branke
ISBN: 9783540889083 3540889086 9783540889076 3540889078
OCLC Number: 304518925
Description: 1 online resource.
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.; LNCS sublibrary., SL 1,, Theoretical computer science and general issues.
Responsibility: Jürgen Branke [and others] (eds.).

Abstract:

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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