| 人工神经网络结合遗传算法在建模和优化中的应用 |
| |
| 引用本文： | 闵惜琳,刘国华.人工神经网络结合遗传算法在建模和优化中的应用[J].计算机应用研究,2002,19(1):79-80. |
| |
| 作者姓名： | 闵惜琳 刘国华 |
| |
| 作者单位： | 1. 广东工业大学,广东,广州,510090
2. 北京科技大学,北京,100083 |
| |
| 摘 要： | 用MATLAB构造了人工神经网络和遗传算法程序。人工神经网络用来建立数据样本间的函数关系，而遗传算法用来求解由该函数作为目标函数的优化问题。最后用一个实例对所编程序进行了测试，结果是令人满意的。
|
| 关 键 词： | 人工神经网络 遗传算法 建模 优化 MATLAB |
| 文章编号： | 1001-3695(2002)01-0079-02 |
| 修稿时间： | 2001年6月5日 |
The Combination of Artificial Neural Network and Genetic Algorithm Applied to Modeling and Optimization |
| |
| MIN Xi lin ,LIU Guo hua.The Combination of Artificial Neural Network and Genetic Algorithm Applied to Modeling and Optimization[J].Application Research of Computers,2002,19(1):79-80. |
| |
| Authors: | MIN Xi lin LIU Guo hua |
| |
| Affiliation: | MIN Xi lin 1,LIU Guo hua 2 |
| |
| Abstract: | Artificial neural network and genetic algorithm program have been developed in MATLAB. An artificial neural network program is used to obtain a model out of data samples and a genetic algorithm program then used the model as a target function to resolve the optimization problem. An example was given to demonstrate the effectiveness of the programs. |
| |
| Keywords: | Artificial Neural Network (ANN) Genetic Algorithm (GA) Modeling Optimization MATLAB |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
