年間 12 号発行
ISSN 印刷: 1064-2315
ISSN オンライン: 2163-9337
Indexed in
Artificial Immune Systems as Means for Inductive Construction of Optimum Models for Complex Objects
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.