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Space exploration is usual task in multi-robot coordination. There are several methods that are applied to this issue. Possible solution by application of a modified particle swarm optimization technique for purpose of searching/exploring terrain is discussed. We propose fitness function for this purpose and modification of a basic principle which controls movements of the particles.