Adaptation of the swarm optimization algorithms to the solution of the swarm intelligence search problems

In this paper, we consider a model for swarm robotics problem of the searching the signal source, for example, a source of pollution or ignition. Adapted versions of some classical swarm optimization algorithms are described, a software implementation of the modeling system for the considered class of algorithms is described, results of a numerical study of the effectiveness of the developed algorithms are presented.