Cuckoo Search (cs) algorithm has the characteristics of few parameters, easy realization and strong exploration ability. However, csalgorithm relies heavily on the random step in the process of exploration and lacks ...
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ISBN:
(纸本)9781728121284
Cuckoo Search (cs) algorithm has the characteristics of few parameters, easy realization and strong exploration ability. However, csalgorithm relies heavily on the random step in the process of exploration and lacks communication with excellent individuals in the process of optimization, which leads to slow convergence speed of csalgorithm. Firefly algorithm (fa) achieves the goal of optimizing by constantly approaching individuals who are better than themselves. Inspired by the firefly algorithm, Our search algorithm introduces the firefly mechanism into the csalgorithm to increase the information exchange between particles to improve the convergence speed of the algorithm. cs-fa has no random term of fa, because cuckoo search algorithm has powerful global exploring ability. The simulation results show that our algorithmcs-fa has better optimization ability and faster convergence speed than csalgorithm, fa and also PSO algorithm.
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