共查询到1条相似文献,搜索用时 0 毫秒
1.
E. I. Pérez C. A. C. Coello A. H. Aguirre 《Soft Computing - A Fusion of Foundations, Methodologies and Applications》2005,9(1):44-53
In this paper, we propose a case-based reasoning scheme in which we extract domain knowledge (in the form of design patterns) from a genetic algorithm used to optimize combinational logic circuits at the gate level. Such information is used in two ways: first, we show how the selection pressure of the genetic algorithm is biased by Boolean simplification rules that are normally adopted by human designers, including some which are not completely straightforward. Secondly, we reuse some of these design patterns extracted from the evolutionary process to reduce convergence times of a genetic algorithm using previously found solutions as cases to solve similar problems.The second author acknowledges support from CONACyT through project No. 32999-A. The third author acknowledges partial support for this work through CONACyT Project No. I-39324-A. 相似文献