Improving HybrID: How to best combine indirect and direct encoding in evolutionary algorithms
نویسندگان
چکیده
منابع مشابه
Improving HybrID: How to best combine indirect and direct encoding in evolutionary algorithms
Many challenging engineering problems are regular, meaning solutions to one part of a problem can be reused to solve other parts. Evolutionary algorithms with indirect encoding perform better on regular problems because they reuse genomic information to create regular phenotypes. However, on problems that are mostly regular, but contain some irregularities, which describes most real-world probl...
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ژورنال
عنوان ژورنال: PLOS ONE
سال: 2017
ISSN: 1932-6203
DOI: 10.1371/journal.pone.0174635