在Conway提出的“生命游戏”规则的基础上,为提高生命繁殖和生存的概率,通过改变周围邻居元胞的状态提出一种改进的演化规则。实验证明,结合元胞自动机的遗传算法,加入改进的演化规则后,用于求解复杂多峰函数优化问题获得了较好的效果。
In order to improving the life reproduction and the probability of survival, this paper proposed a new improving evolution rule by changing the cell state in the local neighbourhood based on the rule of "the game of life" introduced by Conway. Experiments conducted show that the cellular genetic algorithm with the improving evolution rule can be used for solving the optimization problem of complicated function, which gives promising results.