2005 · 19 citations · 5 references
Computational ScienceEngineeringHybrid AlgorithmIndustrial EngineeringFirefly AlgorithmGenetic AlgorithmSystems EngineeringHybrid Optimization TechniqueStandard Pso AlgorithmPremature ConvergenceMutation OperationEvolutionary ProgrammingOperations Research
A modified particle swarm optimization (PSO) algorithm is proposed in this paper to avoid premature convergence with the introduction of mutation operation. The performance of this algorithm is compared to the standard PSO algorithm and experiments indicate that it has better performance with little overhead.
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A new optimizer using particle swarm theory
R.C. Eberhart, James Kennedy · 2002 · 14.7K citations
Evolving Neural Network, Engineering, Aerospace Engineering +12
A modified particle swarm optimizer
Yibing Shi, R.C. Eberhart · 2002 · 10K citations