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The backpropagation artificial neural network based on elite particle swam optimization algorithm for stochastic linear bilevel programming problem - MaRDI portal

The backpropagation artificial neural network based on elite particle swam optimization algorithm for stochastic linear bilevel programming problem (Q1720445)

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scientific article; zbMATH DE number 7018516
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The backpropagation artificial neural network based on elite particle swam optimization algorithm for stochastic linear bilevel programming problem
scientific article; zbMATH DE number 7018516

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    The backpropagation artificial neural network based on elite particle swam optimization algorithm for stochastic linear bilevel programming problem (English)
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    8 February 2019
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    Summary: For a class of stochastic linear bilevel programming problem, we firstly transform it into a deterministic linear bilevel covariance programming problem. Then, the deterministic bilevel covariance programming problem is solved by backpropagation artificial neural network based on elite particle swam optimization algorithm (BPANN-PSO). Finally, we perform the simulation experiments and the results show that the computational efficiency of the proposed algorithm has a potential upside compared with the classical algorithm.
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