Sequential Approximate Multiobjective Optimization by Nakayama Hirotaka (15 results)
Language: English
Published by Springer, 2011
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Language: English
Published by Springer, 2011
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Language: English
Published by Springer, 2009
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Language: English
Published by Springer, 2011
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Language: English
Published by Springer Berlin Heidelberg, Springer Berlin Heidelberg, 2011
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Taschenbuch. Condition: Neu. 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.
Language: English
Published by Springer, 2011
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Language: English
Published by Springer, 2011
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Language: English
Published by Springer Berlin Heidelberg Apr 2011, 2011
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Many kinds of practical problems such as engineering design, industrial m- agement and nancial investment have multiple objectives con icting with eachother. Thoseproblemscanbeformulatedasmultiobjectiveoptimization. In multiobjectiv…e 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. 216 pp. Englisch.
Language: English
Published by Springer Berlin Heidelberg Mai 2009, 2009
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Buch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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 optim…ization, 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. 216 pp. Englisch.
Language: English
Published by Springer Berlin Heidelberg, 2011
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. No book on the subject so farSince no explicit functions form of objectives is available in many practical ( in particular, engineering design) problems, optimization using metamodels is very important in practiceBook… is also a good applica.
Language: English
Published by Springer Berlin Heidelberg, 2009
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Gebunden. Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. No book on the subject so farSince no explicit functions form of objectives is available in many practical ( in particular, engineering design) problems, optimization using metamodels is very important in pr…acticeBook is also a good applica.
Language: English
Published by Springer, Springer Spektrum Mai 2009, 2009
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Buch. Condition: Neu. This item is printed on demand - Print on Demand Titel. Neuware -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 optimizat…ion, 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.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 216 pp. Englisch.
Language: English
Published by Springer, Springer Spektrum Apr 2011, 2011
- Softcover
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Taschenbuch. Condition: Neu. This item is printed on demand - Print on Demand Titel. Neuware -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 op…timization, 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.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 216 pp. Englisch.
Language: English
Published by Springer, 2011
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Condition: New. Print on Demand pp. 216 111 Illus.
Language: English
Published by Springer, 2011
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Condition: New. PRINT ON DEMAND pp. 216.
