多目标粒子群优化算法及其应用研究综述

叶倩琳,王万良,王铮

Survey of multi-objective particle swarm optimization algorithms and their applications

Qianlin YE,Wanliang WANG,Zheng WANG

表 1 ZDT、DTLZ和UF测试问题的特征

Tab.1 Characteristics of ZDT, DTLZ and UF test problems

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