Optimization of Combinational Logic Circuits Through Decomposition of Truth Table and Evolution of Sub-Circuits
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- @InProceedings{Manfrini:2014:CEC,
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title = "Optimization of Combinational Logic Circuits Through
Decomposition of Truth Table and Evolution of
Sub-Circuits",
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author = "Francisco Manfrini and Helio Barbosa and
Heder Bernardino",
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booktitle = "Proceedings of the 2014 IEEE Congress on Evolutionary
Computation",
-
year = "2014",
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pages = "945--950",
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month = "6-11 " # jul,
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editor = "Carlos A. {Coello Coello}",
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address = "Beijing, China",
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ISBN = "0-7803-8515-2",
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keywords = "Genetic algorithms, genetic programming, Evolvable
hardware and software",
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DOI = "doi:10.1109/CEC.2014.6900565",
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abstract = "In this work, a genetic algorithm was used to design
combinational logic circuits (CLCs), with the goal of
minimising the number of logic elements in the circuit.
A new coding for circuits is proposed using a
multiplexer (MUX) at the output of the circuit. This
MUX divides the truth table into two distinct parts,
with the evolution occurring in three sub-circuits
connected to the control input and the two data inputs
of the MUX. The methodology presented was tested with
some benchmark circuits. The results were compared with
those obtained using traditional design methods, as
well as the results found in other articles, which used
different heuristics to design CLCs.",
-
notes = "also known as \cite{6900565}",
- }
Genetic Programming entries for
Francisco Augusto Lima Manfrini
Helio J C Barbosa
Heder Soares Bernardino
Citations