articleJan 1, 2013Closed access

Firefly Algorithm: Recent Advances and Applications

XYXin-she YangXHXingshi He

Abstract

Nature-inspired metaheuristic algorithms, especially those based on swarm intelligence, have attracted much attention in the last ten years. Firefly algorithm appeared in about five years ago, its literature has expanded dramatically with diverse applications. In this paper, we will briefly review the fundamentals of firefly algorithm together with a selection of recent publications. Then, we discuss the optimality associated with balancing exploration and exploitation, which is essential for all metaheuristic algorithms. By comparing with intermittent search strategy, we conclude that metaheuristics such as firefly algorithm are better than the optimal intermittent search strategy. We also analyse algorithms…

Citation impact

709
total citations
FWCI
80.09
Percentile
100%
References
37
Citations per year

Authors

2
  • XY
    Xin-she YangCorresponding
  • XH
    Xingshi He

Topics & keywords

Keywords
  • Firefly algorithm
  • Metaheuristic
  • Firefly protocol
  • Swarm intelligence
  • Computer science
  • Parallel metaheuristic
  • Swarm behaviour
  • Selection (genetic algorithm)
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