ELAMN NETWORK USING SIMULATED ANNEALING ALGORITHM AND ITS APPLICATION IN THERMAL PROCESSES MODELING

摘要：

This paper obtained the connection values of both feedforward and feedback connections of improved Elman networks through simulated annealing algorithm, which can avoid the network trapped into local minimum.The connection values of the feedback dont need modified manually.The paper established the nonlinear model of thermal processes with the Elman networks.And then the simulation study proved that the Elman network model using simulated annealing algorithm does not need complicated architecture, which make a good match for the thermal processes plant and has good generalization ability.

关键词： Thermal processes Elman network Simulated annealing algorithm Modeling

作者: LUAN-YING ZHANG JUN-JIE GU ZHI-MING QIN

作者单位: North China Electric Power University, Baoding 071003, China

会议类型: 国际会议

会议名称: 2007 International Conference on Machine Learning and Cybernetics(IEEE第六届机器学习与控制论国际会议)

会议地点: 香港

会议语种:英文

页码: 929-933

在线出版日期: 2007-08-19（万方平台首次上网日期，不代表论文的发表时间）