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Journal of Automation and Information Sciences

年間 12 号発行

ISSN 印刷: 1064-2315

ISSN オンライン: 2163-9337

SJR: 0.173 SNIP: 0.588 CiteScore™:: 2

Indexed in

Artificial Immune Systems as Means for Inductive Construction of Optimum Models for Complex Objects

巻 40, 発行 6, 2008, pp. 41-59
DOI: 10.1615/JAutomatInfScien.v40.i6.50
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要約

We described mechanisms of negative and clonal selection of biological systems, as well as basic notions of theory of immune network. On the basis of immunologic metaphors we gave formal representation of algorithms of clonal selection and immune network. Starting from the idea of soft calculations relative to integration of different paradigms for amplification of desirable computational properties of algorithms we adduced results of integration of external criterion, which is used in group method of data handling, ways of coding decisions and mutation operators, which are used in genes expression programming. We suggested the developed hybrid algorithms of clonal selection and immune network, which are intended for solving problems of inductive modeling.

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