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- W2895342429 abstract "This paper investigates the use of boundary constraint handling mechanisms to prevent unwanted particle roaming behaviour in high dimensional spaces. The paper tests a range of strategies on a benchmark for large scale optimization. The empirical analysis shows that the hyperbolic strategy, which scales down a particle’s velocity as it approaches the boundary, performs statistically significantly better than the other methods considered in terms of the best objective function value achieved. The hyperbolic strategy directly addresses the velocity explosion, thereby preventing unwanted roaming." @default.
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- W2895342429 date "2018-01-01" @default.
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- W2895342429 title "Boundary Constraint Handling Techniques for Particle Swarm Optimization in High Dimensional Problem Spaces" @default.
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- W2895342429 doi "https://doi.org/10.1007/978-3-030-00533-7_27" @default.
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