On performance improvement of the SOMA swarm based algorithm and its complex network duality

In this participation, we are continuing in our research on swarm based algorithm SOMA - Self Organized Migrating Algorithm and its use on problems defined in Competition track at WCCI 2016. In this paper we described SOMA algorithm, its conversion into complex network and we present modification called SOMARemove. Also we compare classical SOMA algoritm with SOMARemove on the first 8 functions of CEC15 benchmark in order to test the increase of the performance of new modification.