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