Modified version of roulette selection for evolution algorithms - The fan selection

Abstract

In this paper modified version of roulette selection for evolution algorithms - the fan selection, is presented. This method depends on increase of survive probability of better individuals at the expense of worse individuals. Test functions chosen from literature are used for determination of quality of proposed method. Results obtained for fan selection are compared with results obtained using roulette selection and elitist selection.