Firefly Algorithm, Levy Flights and Global Optimization

Details Firefly Algorithm, Levy Flights and Global Optimization Firefly Algorithm, Levy Flights and Global Optimization

2010-03-07

arxiv.org/abs/1003.1464v1

X.-S. Yang, Firefly algorithm, L\'evy flights and global optimization, in: Research and Development in Intelligent Systems XXV

Mathematics

Optimization and Control

10 pages, 5 figures

Scientific paper

Nature-inspired algorithms such as Particle Swarm Optimization and Firefly Algorithm are among the most powerful algorithms for optimization. In this paper, we intend to formulate a new metaheuristic algorithm by combining Levy flights with the search strategy via the Firefly Algorithm. Numerical studies and results suggest that the proposed Levy-flight firefly algorithm is superior to existing metaheuristic algorithms. Finally implications for further research and wider applications will be discussed.

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