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Proceedings Paper

Modified cooperative immune algorithm for solving classification problems
Author(s): Waldemar Wójcik; Volodymyr Lytvynenko; Saule Smailova
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Paper Abstract

The way of the decision of a problem of classification by means of immune algorithm which is based on a principle of cooperation of antibodies of a population is offered. The formal description of structure of an antibody and ways of their association within the limits of a population in the computer network functioning as a unit is given. The way of an estimation of antibodies as elements of a network is considered. The basic phases of work of algorithm, such as are considered: growth of a network, a mutation of cells, compression of a network.

Paper Details

Date Published: 11 January 2013
PDF: 12 pages
Proc. SPIE 8698, Optical Fibers and Their Applications 2012, 86980R (11 January 2013); doi: 10.1117/12.2019710
Show Author Affiliations
Waldemar Wójcik, Politechnika Lubelska (Poland)
Volodymyr Lytvynenko, Kherson National Technical Univ. (Ukraine)
Saule Smailova, D. Serikbayev East Kazakhstan State Technical Univ. (Kazakhstan)

Published in SPIE Proceedings Vol. 8698:
Optical Fibers and Their Applications 2012
Ryszard S. Romaniuk; Waldemar Wojcik, Editor(s)

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