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ICES
2010
Springer

An Efficient Selection Strategy for Digital Circuit Evolution

8 years 9 months ago
An Efficient Selection Strategy for Digital Circuit Evolution
In this paper, we propose a new modification of Cartesian Genetic Programming (CGP) that enables to optimize digital circuits more significantly than standard CGP. We argue that considering fully functional but not necessarily smallest-discovered individual as the parent for new population can decrease the number of harmful mutations and so improve the search space exploration. This phenomenon was confirmed on common benchmarks such as combinational multipliers and the LGSynth91 circuits.
Zbysek Gajda, Lukás Sekanina
Added 12 Feb 2011
Updated 12 Feb 2011
Type Journal
Year 2010
Where ICES
Authors Zbysek Gajda, Lukás Sekanina
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