Sequential Approximate Multiobjective Optimization Using Computational Intelligence

Language: English

Published by Springer, 2009

3540889094 / 9783540889090

Series: Book 1 of 8 - Vector Optimization

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Druck auf Anfrage Neuware - Printed after ordering - Many kinds of practical problems such as engineering design, industrial m- agement and nancial investment have multiple objectives con icting with eachother. Thoseproblemscanbeformulatedasmultiobjectiveoptimization. In multiobjective optimization, there does not necessarily a unique solution which minimizes (or maximizes) all objective functions. We usually face to the situation in which if we want to improve some of objectives, we have to give up other objectives. Finally, we pay much attention on how much to improve some of objectives and instead how much to give up others. This is called 'trade-o . ' Note that making trade-o is a problem of value ju- ment of decision makers. One of main themes of multiobjective optimization is how to incorporate value judgment of decision makers into decision s- port systems. There are two major issues in value judgment (1) multiplicity of value judgment and (2) dynamics of value judgment. The multiplicity of value judgment is treated as trade-o analysis in multiobjective optimi- tion. On the other hand, dynamics of value judgment is di cult to treat. However, it is natural that decision makers change their value judgment even in decision making process, because they obtain new information during the process. Therefore, decision support systems are to be robust against the change of value judgment of decision makers. To this aim, interactive p- grammingmethodswhichsearchasolutionwhileelicitingpartialinformation on value judgment of decision makers have been developed. Those methods are required to perform exibly for decision makers' attitude.

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Title
Sequential Approximate Multiobjective Optimization Using Computational Intelligence
Author
Min Yoon
Publisher
Springer
Publication year
2009
Condition
Neu
Binding
Buch
Language
English
ISBN 10
3540889094
ISBN 13
9783540889090
Item weight
494 grams
Dimensions
241x160x17 mm
Series
Book 1 of 8: Vector Optimization

AHA-BUCH GmbH

Einbeck, Germany

5-star seller

AbeBooks seller since August 14, 2006

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