A novel encoding technique is presented that allows constraints to be easily handled in an intuitive way. The proposed encoding technique structures the genotype-phenotype mapping process as a sequential chain of decision points, where each decision point consists of a choice between alternative options. In order to demonstrate the feasibility of the decision chain encoding technique, a case-study is presented for the evolutionary optimization of the architectural design for a large residential building. © 2013 Springer-Verlag.
CITATION STYLE
Janssen, P., & Kaushik, V. (2013). Decision chain encoding: Evolutionary design optimization with complex constraints. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 7834 LNCS, pp. 157–167). https://doi.org/10.1007/978-3-642-36955-1_14
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