Cuckoo search via Lévy flights
Yang, Xin-She and Deb, Suash (2009) Cuckoo search via Lévy flights. In: World Congress on Nature & Biologically Inspired Computing (NaBIC 2009). IEEE Conference Publications . IEEE Publications, pp. 210-214. ISBN 9781424450534
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In this paper, we intend to formulate a new meta- heuristic 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 L´evy 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.
|Item Type:||Book Section|
|Keywords (uncontrolled):||algorithm; cuckoo search; L´evy flight; metaheuristics; nature-inspired strategy; optimiza-tion|
|Research Areas:||School of Science and Technology > Computer and Communications Engineering|
|Deposited On:||23 Nov 2012 09:02|
|Last Modified:||13 May 2014 15:36|
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