Understanding Complexity in Multiobjective Optimization (Dagstuhl Seminar 15031)

Understanding Complexity in Multiobjective Optimization (Dagstuhl Seminar 15031)
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了解多目标优化中的复杂性(Dagstuhl 研讨会 15031)

DOI:
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发表时间:
2015
期刊:
Dagstuhl Reports
影响因子:
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通讯作者:
G. Rudolph
G. Rudolph
中科院分区:
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文献类型:
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作者:
S. Greco;K. Klamroth;Joshua D. Knowles;G. Rudolph

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本报告记录了Dagstuhl研讨会15031了解多目标优化中的复杂性的计划和成果。本次研讨会延续了前四届Dagstuhl研讨会(04461,06501,09041和12041),重点是多目标优化,并加强了进化多目标优化(EMO)和多标准决策(MCDM)社区之间的联系。研讨会的目的是汇集来自两个社区的研究人员,参加关于多目标优化中复杂性的不同来源和影响的广泛讨论。其结果是一个澄清的复杂性的多目标优化的各个方面的观点,导致几个研究举措与创新的方法来应对复杂性。
This report documents the program and outcomes of the Dagstuhl Seminar 15031 Understanding Complexity in Multiobjective Optimization. This seminar carried on the series of four previous Dagstuhl Seminars (04461, 06501, 09041 and 12041) that were focused on Multiobjective Optimization, and strengthening the links between the Evolutionary Multiobjective Optimization (EMO) and Multiple Criteria Decision Making (MCDM) communities. The purpose of the seminar was to bring together researchers from the two communities to take part in a wide-ranging discussion about the different sources and impacts of complexity in multiobjective optimization. The outcome was a clarified viewpoint of complexity in the various facets of multiobjective optimization, leading to several research initiatives with innovative approaches for coping with complexity.