Interactive Evolutionary Algorithms for Multi-Objective Optimization: Design and

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Interactive Evolutionary Algorithms for Multi-Objective Optimization by Madan Sathe

Many real world problems have conflicting multiple objectives which a decision maker would like to optimize simultaneously. Thus, the decision maker may obtain many optimal solutions from a solution method. Subsequently, the user has the difficult task to pick one solution.
Interactive methods focus on solutions which are located in the users region of interest.
The author, Madan Sathe, analyses and classifies essential existing interactive classical methods and provides a new grouping approach for existing interactive evolutionary methods.
After a crossfertilization of these two fields a new Hybrid Interactive Reference Point Method is designed and implemented within a powerful graphical tool. The tool guides the user to new regions of interest step by step while yielding detailed information about solutions at each step.
Finally, the new approach is validated on test and real world problems. Currently, the scope of the tool is limited to non-linear optimization problems.
The book is aimed at people who are interested in the field of multi-objective optimization and who would like to gain information about interactive methods and the realization in graphical tools.

FORMAT
Paperback LANGUAGE
English CONDITION
Brand New Details ISBN3639015282 Author Madan Sathe Short Title INTERACTIVE EVOLUTIONARY ALGOR Pages 124 Language English ISBN-10 3639015282 ISBN-13 9783639015287 Media Book Format Paperback Year 2008 Subtitle Design and Validation of a Hybrid Interactive Reference Point Method DOI 10.1604/9783639015287 UK Release Date 2008-05-06 Imprint VDM Verlag Dr. Mueller E.K. Country of Publication Germany Illustrations black & white illustrations Publisher VDM Verlag Dr. Mueller E.K. Publication Date 2008-05-06 Audience General Country of Origin US Product Class Description Computing: General
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