| 一种改进遗传算法及应用 |
| |
| 引用本文： | 王慧,刘宝坤,曹明.一种改进遗传算法及应用[J].天津理工大学学报,1998(4). |
| |
| 作者姓名： | 王慧 刘宝坤 曹明 |
| |
| 作者单位： | 天律理工学院自动化系!300191(王慧)，天津大学自动化系!天津，300072(刘宝坤，曹明) |
| |
| 摘 要： | 提出一种改进遗传算法．它是以实数编码，采用自适应Pc、Pm与固定的Pc、Pm相结合，引入生物进化编程（EP）思想，利用不同形式的评判函数，完成遗传操作．实验表明，该改进遗传算法具有快速、有效的特点，提高了GA的优化能力．
|
| 关 键 词： | 遗传算法 进化编程 自适应 优化 非线性系统 |
A Kind Of Modified Genetic Algorithm And Its Application |
| |
| Wang Hui.A Kind Of Modified Genetic Algorithm And Its Application[J].Journal of Tianjin University of Technology,1998(4). |
| |
| Authors: | Wang Hui |
| |
| Abstract: | This paper presents a kind of modified Genetic Algorithm(GA), which adopts real number encoding and integrates with Evolutionary Programming (EP). The crossover and mutation operators are fixed and adjusted in the process of optimization. Tests show that the modified algorithm has improved GA's optimization ability to be faster and more efficient. |
| |
| Keywords: | genetic algorithm (GA) evolutionary programming(EP) adaptive optimization nonlinear system |
| 本文献已被 CNKI 等数据库收录！ |
