Using Choquet integral as preference model in interactive evolutionary multiobjective optimization
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- 作者：Juergen Brankea ; Juergen.Branke@wbs.ac.uk" class="auth_mail" title="E-mail the corresponding author ; Salvatore Corrente ; b ; salvatore.corrente@unict.it" class="auth_mail" title="E-mail the corresponding author ; Salvatore Grecob ; c ; salgreco@unict.it" class="auth_mail" title="E-mail the corresponding author ; Roman Słowińskie ; d ; roman.slowinski@cs.put.poznan.pl" class="auth_mail" title="E-mail the corresponding author ; Piotr Zielniewicze ; piotr.zielniewicz@cs.put.poznan.pl" class="auth_mail" title="E-mail the corresponding author
- 关键词：Multiobjective optimization ; Evolutionary algorithms ; Interaction between criteria ; Choquet integral
- 刊名：European Journal of Operational Research
- 出版年：2016
- 出版时间：1 May 2016
- 年：2016
- 卷：250
- 期：3
- 页码：884-901
- 全文大小：3387 K
文摘
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The Choquet integral is used for the first time in multiobjective evolutionary optimization.
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The interactive procedure involves preference information in terms of pairwise comparisons.
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The method starts from simple linear value function and switches to the Choquet integral only if necessary.
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Results on several test problems show the effectiveness of the method in comparison with its competitors.