节点文献
新的进化算法——文化算法
A New Evolution Algorithm——Cultural Algorithm
【摘要】 文化算法源于对人类社会多层面进化的模拟,为进化算法提供了一个新的计算框架。和其他进化算法相比,文化算法概念清晰,更能准确地反映社会的进化过程,并在一些领域取得了成功的应用。本文首先讲述了该算法的生物解释,然后介绍了算法的基本原理和不同版本,并给出了一些成功应用的实例,最后给出了本文的结论和进一步的研究方向。
【Abstract】 A Cultural Algorithm (CA), rooting from simulation of evolution of human being society, provides a new computable framework of Evolution Algorithms. Concept of CA is more easily understood and more accuracily to re- flect evolution process of society than some other optimization algorithms. CA has been successfully applied to much en- gineering. Firstly, this paper depicts natural explanation about CA. Secondly, introduces its basic theory and several development versions of CA, and presents some applications of CA. At last, a brief conclusion and further research di- rection is given.
- 【文献出处】 计算机科学 ,Computer Science , 编辑部邮箱 ,2005年09期
- 【分类号】TP301.6
- 【被引频次】50
- 【下载频次】1205