Distribuovaný algoritmus diferenciální evoluce v platformě nezávislém jazyce

Abstract

Thesis deals with evolutionary algorithm called differential evolution. A basic concept of evolutionary algorithms is explained here, after that there is followed detailed description and explanation of the differential evolution principles.Then there are mentioned several modifications of the algorithm, with the stress in description of the way how to create differential evolution distributed algorithm. Afterwards it is introduced the neural networks, that were used during performing experiments. Thesis also contains description of implementation, performed experiments and demonstration of achieved results.