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A generational population-based clonal selection algorithm and extensions

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posted on 2024-07-12, 17:13 authored by Jason Brownlee
Host organisms with acquired immune systems reproduce, perpetuating their population. The creation of progeny hosts by a parental population introduces a generational relationship, which may be reduced to a lock-step population in which the present population is replaced by a created progeny population. This work extends the previously defined host-based population-based algorithm by introducing the generational principle. Extension of a minimal generational algorithm facilitates inter-generational information sharing inspired by maternal immunity and neo-Darwinian evolution.

History

Parent title

Complex Intelligent Systems: technical reports

Publisher

Swinburne University of Technology

Copyright statement

Copyright © 2007 Jason Brownlee.

Language

eng

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