| 遗传算法在人工智能领域中的应用 |
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| 作者单位： | 新疆石油学院 |
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| 摘 要： | 该文介绍了遗传算法的基本概念、基本遗传算法的特点和基本遗传算法的求解步骤,同时也介绍了遗传算法在机器学习、并行处理、人工生命以及遗传算法与进化规则及进化策略的结合的发展动向,最后讨论了基于遗传算法的人工神经网络学习中的应用研究,具体论述了遗传算法在学习神经网络权重和学习神经网络拓扑结构的应用方法。
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| 关 键 词： | 遗传算法 机器学习 人工生命 人工神经网络 神经网络拓扑结构 |
The Application of Genetic Algorithm to the Artificial Intelligence |
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| Authors: | WANG Hui |
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| Abstract: | In this paper the author introduces the basic conception of genetic algorithm(GA for short),the feature of GA and the calculation steps.We can also get a general idea of the development in the machine learning,Parallel Processing,artificial Life,and the integration of evolutionary rules and strategies.At last,the application of GA to artificial neural networks is discussed,especially the application of GA to the study of neural networks weight and the neural network topology. |
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| Keywords: | genetic algorithm machine learning artificial life artificial neural networks neural network topology |
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