Fuzzy/multiobjective genetic systems for intelligent systems design tools and components
作者： Michael A. Lee , Henrik Esbensen
DOI: 10.1007/978-1-4615-6135-4_3
关键词:
摘要: In this chapter, we develop robust and efficient fuzzy/genetic based design tools components for intelligent systems. The hybrid techniques exploit the knowledge representation capabilities of fuzzy systems adaptive genetic algorithms. core presented in chapter is a mutiobjective variation We first demonstrate how multiobjective algorithm can be applied to system then propose enhance technique using proposed provide designers with approaches simultaneously perform structural parameter identification carry out - optimization.
springer.com
sci-hub.st 参考文章(18)
K. Dejong, An analysis of the behavior of a class of genetic adaptive systems Ph. D. Thesis, University of Michigan. ,(1975)
John H. Holland, Adaptation in natural and artificial systems ,(1992)
Hideyuki Takagi, Michael A. Lee, Dynamic Control of Genetic Algorithms Using Fuzzy Logic Techniques international conference on genetic algorithms. pp. 76- 83 ,(1993)
L. Darrell Whitley, The GENITOR Algorithm and Selection Pressure: Why Rank-Based Allocation of Reproductive Trials is Best international conference on genetic algorithms. pp. 116- 123 ,(1989)
Juhani Koski, Andrzej Osyczka, Hans A. Eschenauer, Multicriteria Design Optimization: Procedures and Applications ,(1990)
M.A. Lee, H. Takagi, Integrating design stage of fuzzy systems using genetic algorithms ieee international conference on fuzzy systems. pp. 612- 617 ,(1993) , 10.1109/FUZZY.1993.327418
M.A. Lee, On genetic representation of high dimensional fuzzy systems north american fuzzy information processing society. pp. 752- 757 ,(1995) , 10.1109/ISUMA.1995.527790
A. Ralescu, R. Hartani, Some issues in fuzzy and linguistic modeling ieee international conference on fuzzy systems. ,vol. 4, pp. 1903- 1910 ,(1995) , 10.1109/FUZZY.1995.409940
Robert F. Erlandson, System Interaction Measures IEEE Transactions on Systems, Man, and Cybernetics. ,vol. SMC-5, pp. 116- 124 ,(1975) , 10.1109/TSMC.1975.5409161
John Grefenstette, Optimization of Control Parameters for Genetic Algorithms systems man and cybernetics. ,vol. 16, pp. 122- 128 ,(1986) , 10.1109/TSMC.1986.289288