神经网络在柔性生产线动态生产调度中的应用研究
A Study on the Application of Neural Networks to Dynamic Production Scheduling for Flexible Production Lines
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摘要: 把多条柔性生产线、多种产品的动态生产调度(MMDPS)问题归结为一混合非线性整 数规则问题.基于神经网络优化计算原理,设计了求解MMDPS问题的连续时间动态神经网 络模型,并给出了仿真结果.Abstract: The multiline, multiproduct dynamic production schduling (MMDPS) problem is formulated as a mixed nonlinear integer programming problem. Based on the principle of neural network optimization, a continous-time dynamic neural network for solving th MMDPS problem is designed. Simulation results are also presented.
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Key words:
- production scheduling /
- flexible production line /
- neural network
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