基于遗传算法的BP神经网络在多目标优化中的应用研究

Z. Hu
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引用次数: 3

摘要

多目标优化面向工业制造、预算、网络通信和道路布局等复杂系统的设计、建模和编程。本文通过分析BP神经网络的不足,解决了遗传算法和人工神经网络这两个人工智能方面的问题,对BP神经网络的关键技术和算法进行了研究,并提出了一种改进的方法。我们尝试将这两种技术结合起来,并将其应用到多目标优化的求解过程中。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on Application of BP Neural Network Based on Genetic Algorithm in Multi-objective Optimization
Multi-objective optimization orientates from design, modeling and programming of complicate systems including industrial manufacture, budget, network communication and road layout. In this paper, the two aspects of artificial intelligence, genetic algorithm and artificial neural network were resolved by analyzing the shortcomings of BP neural network, the key technologies and algorithm of BP neural network is conducted, and an improved method is proposed. We try to combine the two technologies were combined and applied into the solving process of multi-objective optimization.
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