شبكه عصبي

اصل و ترجمه مقاله كنترل هوشمند كشتي با استفاده از شبكه عصبي و منطق فازي و ژنتيك الگوريتم

عنوان انگليسي مقاله :

A Genetically Optimized Fuzzy Neural Network for Ship Controllers

عنوان فارسي مقاله :

يك شبكه عصبي فازي ژنتيكي بهينه شده براي كنترل كشتي 

سال انتشار : 2006

كيفيت ترجمه : B

چكيده انگليسي :

Abstract-A novel approach has been promoted for fuzzy neural ship controllers. An RBF neural network and GA optimization are employed in a fuzzy neural controller to deal with the nonlinearity, time varying and uncertain factors. Utilizing the designed network to substitute the conventional fuzzy inference, the rule base and membership functions can be auto-adjusted by GA optimization. The parameters of neural network can be decreased by using union-rule configuration in the hidden layer of the network. The performance of controller is evaluated by the system simulation conducted with Simulink tools, by which satisfied results have been obtained

.Index Terms- RBF network. Fuzzy control. Genetic algorithm. Union rule. Ship control

چكيده فارسي :