Hirotaka Nakayama

(Author)

Sequential Approximate Multiobjective Optimization Using Computational Intelligence (2009)Hardcover - 2009, 12 May 2009

Sequential Approximate Multiobjective Optimization Using Computational Intelligence (2009)
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Part of Series
Vector Optimization
Print Length
200 pages
Language
English
Publisher
Springer
Date Published
12 May 2009
ISBN-10
3540889094
ISBN-13
9783540889090

Description

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.

Product Details

Authors:
Hirotaka NakayamaYeboon YunMin Yoon
Book Edition:
2009
Book Format:
Hardcover
Country of Origin:
NL
Date Published:
12 May 2009
Dimensions:
23.88 x 16.26 x 1.52 cm
ISBN-10:
3540889094
ISBN-13:
9783540889090
Language:
English
Location:
Berlin, Heidelberg
Pages:
200
Publisher:
Weight:
498.95 gm

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