基于生态种群捕获竞争模型的进化遗传算法

AN EVOLUTIONARY GENETIC ALGORITHMS BASED ON ECOLOGICALPOPULATION PREY-COMPETION MODEL

将协同进化的思想运用到遗传算法,是对遗传算法的一大改进和拓展,借鉴此思想,提出了一种生态种群捕获竞争的协同进化模型和基于此模型的改进的进化遗传算法(PCGA)。实验结果表明,该算法在改善未成熟收敛和提高收敛速度方面都具有良好的性能。

Applying the idea of co-evolution to genetic algorithms is a great improvement and extension to genetic algorithms.Enlightened by the idea,a evolutionary genetic algorithms based on ecological population prey-competion model is proposed.The experiment results show that the algorithms has high performance in solving premature convergence and accelerating the convergence.