Modified cooperative immune algorithm for solving classification problems

Waldemar Wójcik; Volodymyr Lytvynenko; Saule Smailova

doi:10.1117/12.2019710

11 January 2013 Modified cooperative immune algorithm for solving classification problems

Waldemar Wójcik, Volodymyr Lytvynenko, Saule Smailova

Proceedings Volume 8698, Optical Fibers and Their Applications 2012; 86980R (2013) https://doi.org/10.1117/12.2019710
Event: Optical Fibers and Their Applications 2012, 2012, Krasnobrod, Poland

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.

Citation Download Citation

Waldemar Wójcik, Volodymyr Lytvynenko, and Saule Smailova "Modified cooperative immune algorithm for solving classification problems", Proc. SPIE 8698, Optical Fibers and Their Applications 2012, 86980R (11 January 2013); https://doi.org/10.1117/12.2019710

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