应用逻辑操作改善遗传算法性能

Improving Genetic Algorithms by Using Logic Operation

从理论上分析了传统变异算子存在的不足 ,借鉴数字技术的有关原理为基因增添了逻辑表达能力 ,引入逻辑运算规则改进了传统的遗传算子。实验结果表明 ,改进型遗传算法收敛速度快 。

The shortcoming of conventional mutation operator was analyzed theoretically. Using the relative principle of digital technique for reference, the function of representing logic is added to gene. The traditional genetic operators by importing the rule of logical operation are improved. Experimental results show that the improved genetic algorithm can converge quickly and overcome the premature convergence effectively.