针对遗传算法中的早收敛现象,从增强和保持种群多样性出发,引入自适应并行遗传算子的进化策略,提出了一种十进制自适应并行遗传算法(Decimal Adaptive Parallel Genetic Algorithm).实验结果表明,该算法对多个标准测试函数都表现出较好的搜索性能.
In order to prevent the premature convergence of genetic algorithm, decimal coding and an adaptive parallel genetic operator are presented to strengthen and preserve the diversity of population. Simulation result shows that the decimal adaptive parallel genetic algorithm has aneffective global search capacity.