Construction and application of a classifier system based on genetic algorithms
Proceedings of the 4th World Congress on Intelligent Control and Automation (Cat. No.02EX527) - Tập 2 - Trang 1364-1368 vol.2
Tóm tắt
A kind of classifier systems based on genetic algorithms (GAs) is proposed. In the process of constructing the classifier system, the method uses GAs to adjust weights of all object attributes in all categories and membership functions of all categories synthetically to make them become harmonious and consistent. Finally, an experiment is conducted to demonstrate that this system is effective and practical.
Từ khóa
#Genetic algorithms #Feature extraction #Fuzzy sets #Pattern recognition #Genetic engineering #Systems engineering and theory #Modeling #Robustness #Machine learning #Neural networksTài liệu tham khảo
davis, 1989, Handbook of Genetic Algorithms
10.1109/TSMC.1985.6313399
0
goldberg, 1989, Genetic Algorithms in Search Optimization and Machine Learning Reading
0
10.1016/S0165-0114(97)00098-5
10.1016/S0165-0114(96)00054-1