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Many-objective test problems with multiple Pareto optimal ...
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由 H Ishibuchi 著作2011被引用 1 次 — In this paper, we propose three types of many-objective test problems with multiple Pareto optimal regions in the decision space. One type has multiple ...
Many-objective test problems with multiple Pareto optimal ...
IEEE Xplore
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由 H Ishibuchi 著作2011被引用 1 次 — In this paper, we propose a number of many- objective test problems of different types: Test problems with multiple equivalent Pareto optimal regions in the ...
Many-Objective Test Problems to Visually Examine the ...
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由 H Ishibuchi 著作被引用 147 次 — Some test problems have multiple equivalent Pareto optimal regions while others have disconnected ones. Two examples of our test problems are shown in Fig. 1.
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[PDF] Many-Objective Test Problems to Visually Examine ...
Semantic Scholar
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This paper proposes three types of many-objective test problems with multiple Pareto optimal regions in the decision space, one of which has multiple ...
A many-objective test problem for visually examining diversity ...
ACM Digital Library
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由 H Ishibuchi 著作2011被引用 102 次 — We can also easily generate test problems with multiple equivalent Pareto optimal regions using multiple polygons of the same shape and the same size.
A Pareto-based many-objective evolutionary algorithm ...
ScienceDirect.com
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由 H Bai 著作2019被引用 29 次 — The traditional Pareto-based multi-objective evolutionary algorithms (MOEAs) are very effective in solving optimization problems with two and three objectives, ...
A Many-Objective Test Problem for Visually Examining ...
Massachusetts Institute of Technology
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Massachusetts Institute of Technology
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由 H Ishibuchi 著作2011被引用 102 次 — Test problems with multiple equivalent Pareto regions are used to examine decision space diversity of obtained non- dominated solutions by EMO algorithms.
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Many-Objective Optimization - an overview
ScienceDirect.com
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Many-Objective Optimization refers to the process of optimizing problems with a large number of objectives, typically ranging from four to tens.
A benchmark test suite for evolutionary many-objective ...
ResearchGate
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ResearchGate
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2024年10月22日 — Two key characteristics of the ML-DMP problem are: 1) its Pareto optimal solutions lie in a regular polygon in the two-dimensional decision ...
Characteristics of Many-Objective Test Problems and ...
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由 H Ishibuchi 著作被引用 11 次 — As a result, Pareto dominance-based fitness evaluation cannot generate a strong selection pressure toward the Pareto front. This difficulty can be also ...