A Parallel Particle Swarm Optimization Algorithm with Communication Strategies
Citations
585 citations
Cites methods from "A Parallel Particle Swarm Optimizat..."
...Chang et al. (2005) presented a parallel PSO in which each particle evaluated the fitness function independently, and demonstrated that the efficiency of the algorithm is dependent on the strategy for communicating pg, and that each strategy they investigated had its own merits that could be…...
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...Chang et al. (2005) presented a parallel PSO in which each particle evaluated the fitness function independently, and demonstrated that the efficiency of the algorithm is dependent on the strategy for communicating pg, and that each strategy they investigated had its own merits that could be exploited where the correlation of the solution parameters was known a priori....
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496 citations
Cites background from "A Parallel Particle Swarm Optimizat..."
...All the experiments demonstrate the proposed Cat Swarm Optimization (CSO) is superior to PSO and PSO with weighting factor....
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...According to the literatures, PSO with weighting factor [4] usually finds the better solution faster than the pure PSO, but according to the experimental results, Cat Swarm Optimization (CSO) presents even much better performance....
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...By studying the behavior of ants achieves ACO, and with examining the movements of the flocking gulls realizes PSO....
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...Genetic Algorithm (GA) [1-2], Ant Colony Optimization (ACO) [6-7], Particle Swarm Optimization (PSO) [3-5], and Simulated Annealing (SA) [8-9] etc....
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...We applied CSO, PSO and PSO with weighting factor into six test functions to compare the performance....
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401 citations
Cites background from "A Parallel Particle Swarm Optimizat..."
...of probabilities that a bit will be in one state or the other [5]....
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384 citations
Cites methods from "A Parallel Particle Swarm Optimizat..."
...[5,6] proposed a parallel PSO by employing a novel communication strategy....
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316 citations
Cites background from "A Parallel Particle Swarm Optimizat..."
...Genetic Algorithm (GA) [1-2], Ant Colony Optimization (ACO) [6-7], Particle Swarm Optimization (PSO) [3-5], and Simulated Annealing (SA) [8-9] etc....
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References
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9,373 citations
8,287 citations
Additional excerpts
...JOURNAL OF INFORMATION SCIENCE AND ENGINEERING 21, 809-818 (2005) 809 Short Paper_________________________________________________...
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