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An improved PSO based on the Metropolis criterion, called MPSO, is proposed and applied in long-term streamflow forecast. MPSO focuses on the inertia weight of PSO, and leads the inertia weight to adjust in accordance to the direction of global best value based on Metropolis sampler. In the case study, MPSO is employed to estimate the coefficients of multivariable linear regressive model (MLRM). MLRM...
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