A benchmark suite for designing combinational logic circuits via metaheuristics

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@Article{MullerdeSouza:2020:ASC,

• author = "Lucas Augusto {Muller de Souza} and Jose Eduardo Henriques {da Silva} and Luciano Jerez Chaves and Heder Soares Bernardino",
• title = "A benchmark suite for designing combinational logic circuits via metaheuristics",
• journal = "Applied Soft Computing",
• volume = "91",
• pages = "106246",
• year = "2020",
• ISSN = "1568-4946",
• DOI = "doi:10.1016/j.asoc.2020.106246",
• URL = "http://www.sciencedirect.com/science/article/pii/S1568494620301861",
• keywords = "genetic algorithms, genetic programming, Benchmark suite, Combinational logic circuits, Evolvable hardware, Performance evaluation",
• abstract = "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",

}

Genetic Programming entries for Lucas Augusto Muller de Souza Jose Eduardo Henriques da Silva Luciano Jerez Chaves Heder Soares Bernardino

Citations