Title :
Use of Engineering Fuzzy Sets, BP Neural Network and Genetic Algorithm for Intelligent Decision-Making
Author :
Chen, Shouyu ; Guo, Yu ; Wang, Dagang
Author_Institution :
Sch. of Civil Eng. & Archit., Dalian Univ. of Technol.
Abstract :
On the ground of fuzzy optimum selection of BP neural network model, the paper introduces genetic algorithm to the model and presents an intelligent decision-making model based on fuzzy optimum selection of BP neural network model and mixed with genetic algorithm. A case proved that the intelligent decision-making model is efficient and robust in determining network topologic structure, accelerating convergence velocity and enhancing the global optimum ability. The intelligent decision-making model is further development of the fuzzy optimum selection of BP neural network model
Keywords :
backpropagation; decision making; decision theory; fuzzy set theory; genetic algorithms; neural nets; topology; BP neural network; engineering fuzzy sets; fuzzy optimum selection; genetic algorithm; intelligent decision-making; network topologic structure; Acceleration; Decision making; Fuzzy neural networks; Fuzzy sets; Genetic algorithms; Genetic engineering; Intelligent networks; Intelligent structures; Neural networks; Robustness; BP Neural network; Engineering fuzzy sets; Genetic algorithm; intelligent decision-making;
Conference_Titel :
Intelligent Control and Automation, 2006. WCICA 2006. The Sixth World Congress on
Conference_Location :
Dalian
Print_ISBN :
1-4244-0332-4
DOI :
10.1109/WCICA.2006.1712927