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Asymptotic properties of some stochastic approximation methods

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Literature Cited

  1. P. S. Knopov, “Recursive estimates of the nonlinear regression parameter,” Kibernetika, No. 4 (1977).

  2. L. A. Rastrigin, Theory of Statistical Search Methods [in Russian], Nauka, Moscow (1968).

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  3. Yu. M. Ermol'ev, Stochastic Programming Methods [in Russian], Nauka, Moscow (1976).

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  4. M. B. Nevel'son and R. Z. Khas'minskii, Stochastic Approximation and Recursive Estimation [in Russian], Nauka, Moscow (1972).

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  5. I. I. Gikhman and A. V. Skorokhod, Theory of Stochastic Processes, Halsted Press (1975).

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  7. Yu. M. Kaniovskii, “Investigation of asymptotic properties of stochastic approximation methods,” Doctoral Thesis, Kiev (1978).

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Authors
  1. Yu. M. Kaniovskii
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  2. P. S. Knopov
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Additional information

Translated from Kibernetika, No. 5, pp. 114–119, September–October, 1979.

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Kaniovskii, Y.M., Knopov, P.S. Asymptotic properties of some stochastic approximation methods. Cybern Syst Anal 15, 727–734 (1979). https://doi.org/10.1007/BF01071227

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  • DOI: https://doi.org/10.1007/BF01071227

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