A Uniform-Design Based Multi-objective Adaptive Genetic Algorithm and Its Application to Automated Design of Electronic Circuits
The uniform design technique was integrated into an adaptive genetic algorithm for the sake of optimal design of circuits. The approach proposed features a dynamic evaluation mechanism of multi-objectives, an efficient encoding-decoding scheme based on preferred values, and a classified adaptation strategy of genetic parameters. It was validated by experiments.
KeywordsMultiobjective Optimization Uniform Design Adaptive Genetic Algorithm Multiobjective Optimization Technique Effective Circuit
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- 1.Zhao, S.: Study of the evolutionary design methods of electronic circuits. PhD dissertation (in Chinese). Xidian University, Xi’an (2003) Google Scholar
- 3.Leung, Y.W., Wang, Y.P.: Multiobjective programming using uniform design and genetic algorithm. IEEE Trans. on System Man and Cybernetics–Part C 3, 293–304 (2000)Google Scholar
- 5.Fang, K.T., Ma, C.X.: Orthogonal and Uniform Experiment Design (in Chinese). Science Press, Beijing (2001)Google Scholar