A Novel Efficient Mutation for Evolutionary Design of Combinational Logic Circuits
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- @InProceedings{Manfrini:2016:PPSN,
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author = "Francisco A. L. Manfrini and Heder S. Bernardino and
Helio J. C. Barbosa",
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title = "A Novel Efficient Mutation for Evolutionary Design of
Combinational Logic Circuits",
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booktitle = "14th International Conference on Parallel Problem
Solving from Nature",
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year = "2016",
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editor = "Julia Handl and Emma Hart and Peter R. Lewis and
Manuel Lopez-Ibanez and Gabriela Ochoa and
Ben Paechter",
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volume = "9921",
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series = "LNCS",
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address = "Edinburgh",
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month = "17-21 " # sep,
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publisher = "Springer",
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keywords = "genetic algorithms, genetic programming, Cartesian
genetic programming, Point mutation operator, Circuit
design, Combinational circuits",
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isbn13 = "978-3-319-45823-6",
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DOI = "doi:10.1007/978-3-319-45823-6_62",
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size = "10 pages",
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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.",
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notes = "PPSN2016",
- }
Genetic Programming entries for
Francisco Augusto Lima Manfrini
Heder Soares Bernardino
Helio J C Barbosa
Citations