| 混合遗传BP算法在图象识别中的应用 |
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| 引用本文： | 胡师彦. 混合遗传BP算法在图象识别中的应用[J]. 淄博学院学报(自然科学与工程版), 2001, 3(4): 21-24 |
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| 作者姓名： | 胡师彦 |
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| 作者单位： | 北京东辰科学技术研究所，北京100080 |
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| 摘 要： | 介绍了传统的遗传算法与BP算法，分析了它们各自的不足，提出了一种将BP算法与遗传算法有机结合的混合智能计算方法，并且给出了具体的算法实现流程。将该方法应用于数字图象识别，经过实验表明混合算法优于传统BP算法。
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| 关 键 词： | 遗传算法 BP算法 神经网络 图像识别 混合智能计算 GA－BP算法 |
The Application of Mixed GA-BP Algorithm on Image Recognition |
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| HU Shi yan. The Application of Mixed GA-BP Algorithm on Image Recognition[J]. Journal of Zibo University(Natural Sciences and Engineering), 2001, 3(4): 21-24 |
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| Authors: | HU Shi yan |
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| Abstract: | In this paper,the principal and characterstics of Genetic Algorithm and BP algorithm are analyzed.A New Mixed Intelligent Algorithm on Combination of Genetic Alorithm and Back Propagation Algorithm is proposed and its application to digital image recognition is discussed.The numerical experiment illustrates that the new algorithm has better efficiency. |
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| Keywords: | genetic algorithm BP algorithm neural network |
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