基于神经网络和遗传算法的在线优化软件设计与实现
Design and Implementation of Online Optimization Software Based on Neural Networks and Genetic Algorithms
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摘要: 提出了一种基于神经网络和遗传算法的在线优化体系,设计并实现了基于神经网络和遗传算法的在线优化软件包,并将该软件成功应用于甲醇合成的在线操作优化,进而对此类软件的特点进行了讨论,最后对它的应用前景作了展望。Abstract: Based on neural networks (NNs) and genetic algorithms (GAs), the architecture, design and implementation of an online optimization software were discussed. It has been applied to methanol synthesis online optimization successfully. Furthermore, the characteristics of this kind of software are discussed and the further applications are prospected.