A Novel Efficient Mutation for Evolutionary Design of Combinational Logic Circuits

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@InProceedings{Manfrini:2016:PPSN,

• author = "Francisco A. L. Manfrini and Heder S. Bernardino and Helio J. C. Barbosa",
• title = "A Novel Efficient Mutation for Evolutionary Design of Combinational Logic Circuits",
• booktitle = "14th International Conference on Parallel Problem Solving from Nature",
• year = "2016",
• editor = "Julia Handl and Emma Hart and Peter R. Lewis and Manuel Lopez-Ibanez and Gabriela Ochoa and Ben Paechter",
• volume = "9921",
• series = "LNCS",
• address = "Edinburgh",
• month = "17-21 " # sep,
• publisher = "Springer",
• keywords = "genetic algorithms, genetic programming, Cartesian genetic programming, Point mutation operator, Circuit design, Combinational circuits",
• isbn13 = "978-3-319-45823-6",
• DOI = "doi:10.1007/978-3-319-45823-6_62",
• size = "10 pages",
• abstract = "In this paper we investigate evolutionary mechanisms and propose a new mutation operator for the evolutionary design of Combinational Logic Circuits (CLCs). Understanding the root causes of evolutionary success is critical to improving existing techniques. Our focus is two-fold: to analyse beneficial mutations in Cartesian Genetic Programming, and to create an efficient mutation operator for digital CLC design. In the experiments performed the mutation proposed is better than or equivalent to traditional mutation.",
• notes = "PPSN2016 http://ppsn2016.org",

}

Genetic Programming entries for Francisco Augusto Lima Manfrini Heder Soares Bernardino Helio J C Barbosa

Citations