多角色多策略多目标粒子群优化算法

王万良,金雅文,陈嘉诚,李国庆,胡明志,董建杭

Multi-objective particle swarm optimization algorithm with multi-role and multi-strategy

Wan-liang WANG,Ya-wen JIN,Jia-cheng CHEN,Guo-qing LI,Ming-zhi HU,Jian-hang DONG

表 4 不同策略对IGD的影响

Tab.4 Effect of different strategies for IGD

测试问题 MOPSO_RS-OG MOPSO_R-G MOPSO_R MOPSO_RS DTLZ3 5.437 4×10−2(1.86×10−3) + 5.471 2×10−2 (7.02×10−4) = 5.591 8×10−2 (2.65×10−3) − 5.471 1×10−2 (7.28×10−4) DTLZ4 5.793 9×10−2 (1.81×10−3) − 5.746 1×10−2 (1.90×10−3) − 5.690 1×10−2 (1.45×10−3) = 5.629 6×10−2(1.02×10−3) DTLZ5 4.454 9×10−3 (1.24×10−4) − 4.368 3×10−3 (1.23×10−4) = 4.423 6×10−3 (1.15×10−4) − 4.360 3×10−3(9.46×10−5) DTLZ6 4.107 9×10−3 (2.97×10−5) − 4.120 2×10−3 (3.51×10−5) − 4.125 3×10−3 (2.76×10−5) − 4.084 1×10−3(2.39×10−5) +/−/= 1/3/2 0/3/3 0/5/1