多目标粒子群优化算法及其应用研究综述
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叶倩琳,王万良,王铮
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Survey of multi-objective particle swarm optimization algorithms and their applications
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Qianlin YE,Wanliang WANG,Zheng WANG
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表 1 ZDT、DTLZ和UF测试问题的特征 |
Tab.1 Characteristics of ZDT, DTLZ and UF test problems |
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问题 | m | n | k | PF形状 | ZDT1 | 2 | 30 | — | convex | ZDT2 | 2 | 30 | — | concave | ZDT3 | 2 | 30 | — | disconnected | ZDT4 | 2 | 10 | — | convex | ZDT6 | 2 | 10 | — | concave | DTLZ1 | 3 | m−1+k | 5 | linear | DTLZ2 | 3 | m−1+k | 10 | concave | DTLZ4 | 3 | m−1+k | 10 | concave | DTLZ6 | 3 | m−1+k | 10 | concave | UF2 | 2 | 30 | — | convex | UF3 | 2 | 30 | — | convex | UF4 | 2 | 30 | — | concave | UF5 | 2 | 30 | — | disconnected | UF8 | 3 | 30 | — | concave | UF9 | 3 | 30 | — | linear | UF10 | 3 | 30 | — | concave |
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