A Distributed Swarm Optimizer With Adaptive Communication for Large-Scale Optimization.

IEEE Transactions on Cybernetics(2020)

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摘要
Large-scale optimization with high dimensionality and high computational cost becomes ubiquitous nowadays. To tackle such challenging problems efficiently, devising distributed evolutionary computation algorithms is imperative. To this end, this paper proposes a distributed swarm optimizer based on a special master-slave model. Specifically, in this distributed optimizer, the master is mainly resp...
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关键词
Optimization,Adaptation models,Computational modeling,Computer science,Topology,Sociology,Statistics
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