Abstract
This paper documents new extensions to the selection model in genetic programming, designed to be analogous to the more complex behaviour of selection in natural evolution. Specifically, a negative assortative mating scheme is presented in conjunction with a model of psychological evolution, allowing the mating strategy to change throughout the evolutionary process. Results show that self-adaptive mate selection accelerates evolution for several well known test problems.
Original language | English |
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Title of host publication | 2005 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-3, PROCEEDINGS |
Place of Publication | NEW YORK |
Publisher | IEEE |
Pages | 2707-2714 |
Number of pages | 8 |
ISBN (Print) | 0-7803-9363-5 |
Publication status | Published - 2005 |
Event | IEEE Congress on Evolutionary Computation - Edinburgh Duration: 2 Sept 2005 → 5 Sept 2005 |
Conference
Conference | IEEE Congress on Evolutionary Computation |
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City | Edinburgh |
Period | 2/09/05 → 5/09/05 |