Evolutionary Design of Combinational Logic Circuits Using an Improved Gene Expression-Based Clonal Selection Algorithm

Created by W.Langdon from gp-bibliography.bib Revision:1.7735

@InProceedings{Gan:2009:ICNC,

• author = "Zhaohui Gan and Tao Shang and Gang Shi and Min Jiang",
• title = "Evolutionary Design of Combinational Logic Circuits Using an Improved Gene Expression-Based Clonal Selection Algorithm",
• booktitle = "Fifth International Conference on Natural Computation, ICNC '09",
• year = "2009",
• month = aug,
• volume = "4",
• pages = "37--41",
• abstract = "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) is applied as search engine of the proposed approach. The proposed method is applied into combinational logic circuit design successfully. Two kinds of combinational logic circuits are synthesised to verify the effectiveness of the proposed approach. The experimental results show that the proposed approach can automatically generate combinational logic circuits efficiently and effectively. Compared with other method, the obtained circuits by the proposed method are optimal.",
• keywords = "genetic algorithms, genetic programming, gene expression programming, GEP encoding, gene expression-based clonal selection algorithm, multioutput combinational logic circuit, biomolecular electronics, combinational circuits, genetics, molecular biophysics",
• DOI = "doi:10.1109/ICNC.2009.308",
• notes = "Also known as \cite{5365151}",

}

Genetic Programming entries for Zhaohui Gan Tao Shang Gang Shi Min Jiang

Citations