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A clonal selection algorithm and extensions

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posted on 2024-07-11, 17:24 authored by Jason Brownlee
The clonal selection theory suggests an information processing principle of the selection and proliferation of temporally useful information. The proliferation strategy promotes maturation of response via blind mutation and anticipation of selection through adjusted information densities. This work explores the clonal selection principle as an information-processing algorithm and proposes (1) a minimal approach, (2) an elaborated approach, and (3) implications and extensions of the proposed system.

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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