ACCELERATED STATISTICAL OPTIMIZATION METHODS WITH AN ADAPTIVE MODEL.

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Meleshko, V.I.
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STATISTICAL METHODS - Optimization;
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Recursive optimal linear estimates obtained by using pseudo-inverse operators are used as a basis for developing new quadratic statistical optimization methods with accelerated convergence. The author cites quasi-optimal and optimal estimates for the Hessians and gradients computed, respectively, on the basis of the realizations of the differences between the gradients and function values as determined with noise.
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页码:32 / 38
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