精英协同进化的蜉蝣算法

吴慧玲,刘升

Elite coevolutionary mayfly algorithm

Huiling WU,Sheng LIU

表 1 基准测试函数

Tab.1 Benchmark function

类型 编号 名称 维度 取值范围 最优值 单峰函数 F1 sphere 30 [−100,100] 0 F2 Schwefel’s problem 2.22 30 [10,10] 0 F3 Schwefel’s problem 1.2 30 [−100,100] 0 F4 Schwefel’s problem 2.21 30 [−100,100] 0 F5 generalized Rosenbrock’s function 30 [−30,30] 0 F6 Step function 30 [−100,100] 0 F7 Quartic function 30 [−1.28,1.28] 0 多峰函数 F8 generalized Schwefel’s problem 2.26 30 [−500,500] −418.9829d F9 generalized Rastrigin’s function 30 [−5.12,5.12] 0 F10 Ackley’s function 30 [−32,32] 0 F11 generalized Griewank function 30 [−600,600] 0 F12 generalized penalized function 30 [−50,50] 0 F13 generalized penalized function 30 [−50,50] 0 F14 Shekel’s foxholes function 2 [−65,65] 1 F15 Kowalik’s function 4 [–5,5] 0.00030 F16 six-hump camel-back function 2 [−5,5] −1.0316 F17 Branin function 2 [−5,5] 0.398 F18 Goldstein-Price function 2 [−2,2] 3 F19 Hartman’s function 3 [1,3] −3.86 F20 Shekel’s family 4 [0,10] −10.1532