The dynamics of a genetic algorithm for a simple learning problem
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Publication:4393793
DOI10.1088/0305-4470/29/23/013zbMath0907.68157arXivcond-mat/9609109OpenAlexW3102472492WikidataQ57660533 ScholiaQ57660533MaRDI QIDQ4393793
Jonathan L. Shapiro, Magnus Rattray
Publication date: 2 March 1999
Published in: Journal of Physics A: Mathematical and General (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/cond-mat/9609109
Learning and adaptive systems in artificial intelligence (68T05) Neural nets applied to problems in time-dependent statistical mechanics (82C32)
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When a genetic algorithm outperforms hill-climbing ⋮ Cumulant dynamics of a population under multiplicative selection, mutation, and drift. ⋮ Finite populations induce metastability in evolutionary search. ⋮ Optimizing epochal evolutionary search: population-size independent theory.
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