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A new graph-based clonal selection algorithm (GCSA) is proposed, which is applied to the automatic synthesis of combinational logic circuits. The new method applies a flexible circuit expression as well as a set of novel graph operators. GCSA could not only remain a high diversity of graph structures in a population, but also could demonstrate a satisfying performance of combinational logic circuit...
In this paper, an improved gene expression-based clonal selection algorithm (IGE-CSA) is proposed, which is aimed at solving synthesis problems of combinational logic circuits. The encoding of gene expression programming (GEP) is improved. Compared with GEP encoding, the proposed encoding is more compact and fits to represent multi-output combinational logic circuit. Clonal selection algorithm (CSA)...
Gene expression programming (GEP) is a powerful evolutionary algorithm derived from genetic algorithm and genetic programming. However, when dealing with complex problems, GEP shows quite slow convergence speed, it also probably encounters premature convergence. In this paper, gene expression-based clonal selection algorithm (GE-CSA) was proposed to synthesize combinational logic circuit, which combines...
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