文章基本信息

标题：Using Evolutionary Strategies Algorithm in the Evolutionary Design of Sequential Logic Circuits
作者：Parisa Soleimani Reza Sabbaghi-Nadooshan Sattar Mirzakuchaki Mahdi Bagheri
期刊名称：International Journal of Computer Science Issues
印刷版ISSN：1694-0784
电子版ISSN：1694-0814
出版年度：2011
卷号：8
期号：3
出版社：IJCSI Press
摘要：Evolvable hardware (EHW) is a set of techniques that are based on the idea of combining reconfiguration hardware systems with evolutionary algorithms. In other word, EHW has two sections; the reconfigurable hardware and evolutionary algorithm where the configurations are under the control of an evolutionary algorithm. This paper, suggests a method to design and optimize the synchronous sequential circuits. Evolutionary Strategies algorithm (ES) was applied as evolutionary algorithm. In this approach, for building input combinational logic circuit of each DFF, and also output combinational logic circuit, the cell arrays have been used. The obtained results show that our method can reduce the average number of generations by limitation the search space.
关键词：Combinational logic circuit; Evolutionary algorithms; Evolvable hardware; Evolutionary Strategies algorithm; sequential logic circuit