Cellular automata-based evolutionary development is presented for the design of single-function and polymorphic (two-function) combinational circuits. The impact of evolution of the cellular automaton initial state on the success rate of the evolved solutions is investigated. The experiments show that it is more suitable to fix a proper initial state in order to increase the successfulness and speed of evolution. The proposed developmental model is capable to design a wide range of both single-function and polymorphic circuits. © 2008 Springer-Verlag Berlin Heidelberg.
CITATION STYLE
Bidlo, M., & Vašíček, Z. (2008). Cellular automata-based development of combinational and polymorphic circuits: A comparative study. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 5216 LNCS, pp. 106–117). Springer Verlag. https://doi.org/10.1007/978-3-540-85857-7_10
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