Evoluční algoritmy využívající umělé imunitní systémy

Abstract

Nowadays artificial immune systems are known as one of the branches of computer science industry, inspired by biological immune system. This thesis was inspired by solution of sientists X. He and L. Han [23] who dealt with the theme of using artificial immune system in differential evolution. The aim is to implement the work of mentioned authors and extend the functionality of positive selection and other types of differential evolution. Subsequently, a set of experiments is executed using testing problems followed by their evaluation.