New Cuckoo search algorithm code.rar

This algorithm is based on the obligate brood parasitic behavior of some cuckoo species in combination with the L ́evy flight behavior of some birds and fruit flies, at the same time, combine particle swarm optimization (PSO), evolutionary computation technique. It is tested with a set of benchmark continuous functions and compared their optimization results, and we validate the proposed NCS against test functions with big size and then compare its performance with those of PSO and original Cuckoo search.