遗传算法理论及其应用研究进展

Development on genetic algorithm theory and its applications

首先阐述遗传算法的原理和求解问题的一般过程;然后讨论了近年来从遗传算子、控制参数等方面对遗传算法的改进,并对遗传算法在计算机科学与人工智能、自动控制以及组合优化等领域的应用进行陈述;最后评述了遗传算法未来的研究方向和主要研究内容。

This paper first set out the principle and processes of the genetic algorithms,and then introduced a number of schemes on improving the genetic algorithms such as the genetic operators and control parameters,as well as the application of genetic algorithms in computer science and artificial intelligence,automatic control,combinatorial optimization and so on.Finally,presented some remarks on the further research and directions.