Engineering Optimisation by Cuckoo Search

Details Engineering Optimisation by Cuckoo Search Engineering Optimisation by Cuckoo Search

2010-05-17

arxiv.org/abs/1005.2908v3

Int. J. Mathematical Modelling and Numerical Optimisation, Vol. 1, No.4, 330-343 (2010)

Mathematics

Optimization and Control

17 pages; Yang, X.-S., and Deb, S. (2010), Engineering Optimisation by Cuckoo Search. This revised version included a demo ver

Scientific paper

A new metaheuristic optimisation algorithm, called Cuckoo Search (CS), was developed recently by Yang and Deb (2009). This paper presents a more extensive comparison study using some standard test functions and newly designed stochastic test functions. We then apply the CS algorithm to solve engineering design optimisation problems, including the design of springs and welded beam structures. The optimal solutions obtained by CS are far better than the best solutions obtained by an efficient particle swarm optimiser. We will discuss the unique search features used in CS and the implications for further research.

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