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A benchmark suite for designing combinational logic circuits via metaheuristics
Applied Soft Computing ( IF 4.873 ) Pub Date : 2020-03-24 , DOI: 10.1016/j.asoc.2020.106246
Lucas Augusto Müller de Souza; José Eduardo H. da Silva; Luciano Jerez Chaves; Heder Soares Bernardino

The evolvable hardware literature reports several methods for the evolution of digital circuits. However, there is a large variability in the set of problems and the appropriate metrics used for the evaluation of the results. In this paper, we propose a set of representative problems to comparatively evaluate metaheuristics when designing Combinational Logic Circuits (CLCs). We also define a set of performance measurements and descriptive statistics to analyze the results found by the search techniques. As a case study, we compare Cartesian Genetic Programming variants applied to this domain. The results highlight the benefits of the proposed heterogeneous benchmark suite in the analysis of metaheuristics when designing CLCs.
更新日期:2020-03-24

 

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