摘要
在总结分析实数遗传算子的基础上 ,根据算法搜索效果 ,将区域划分与转移思想应用到算法结构改进中。对复杂函数全局解搜索的实验表明 ,新算法在寻找复杂问题的全局解、提高搜索精度方面比基本实数遗传算法有较大改进。文中还将改进的实数遗传算法用于测量数据的估计中 ,得到了较好的线性和非线性参数估计结果。
In this paper, a kind of improved real coded genetic algorithm based on the judgement of searching performance is put forward. The characteristics of some real coded genetic operators are discussed, and the strategy of field division is used in the new algorithm. Numerical experiments show that the new algorithm can find the global solution of complex functions and can improve the precision of searching result greatly. The new algorithm is also used in parameter estimate, and the results of linear estimate and nonlinear estimate all show the effective of the improved algorithm.
出处
《南京邮电学院学报（自然科学版）》
2002年第2期42-46,共5页
Journal of Nanjing University of Posts and Telecommunications
