Návrh algoritmů na bázi Umělých imunitních systémů pro úlohy klasifikace

Abstract

The paper presents artificial immune systems as a novel approach to classification task. The work is focused on algorithm Immunos-99, CLONALG and CLONCLAS. For algorithm Immunos-99 is designed new version with parameterized dynamical tresholding. These algorithms are used for municipal creditworthiness modelling and benchmark dataset “Iris plant”. Finally the comparison with results of another algorithm is presented.