Cuckoo Search via Levy Flights

Details Cuckoo Search via Levy Flights Cuckoo Search via Levy Flights

2010-03-08

arxiv.org/abs/1003.1594v1

X.-S. Yang, S. Deb, Cuckoo search via Levy flights, in: Proc. of World Congress on Nature \& Biologically Inspired Computing (

Mathematics

Optimization and Control

Scientific paper

In this paper, we intend to formulate a new metaheuristic algorithm, called Cuckoo Search (CS), for solving optimization problems. This algorithm is based on the obligate brood parasitic behaviour of some cuckoo species in combination with the Levy flight behaviour of some birds and fruit flies. We validate the proposed algorithm against test functions and then compare its performance with those of genetic algorithms and particle swarm optimization. Finally, we discuss the implication of the results and suggestion for further research.

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