Evolving More Efficient Digital Circuits by Allowing Circuit Layout Evolution and Multi-Objective Fitness

Evolvable Hardware, pp.54-63, (1999)

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We use evolutionary search to design combinational logic circuits. The technique is based on evolving the functionality and connectivity of a rectangular array of logic cells whose dimension is defined by the circuit layout. The main idea of this approach is to improve quality of the circuits evolved by the genetic algorithm (GA) by reduc...更多

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