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Volumn 1, Issue , 2002, Pages 285-291

Randomized-direction stochastic approximation algorithms using deterministic sequences

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; APPROXIMATION THEORY; COMPUTER SIMULATION; CONVERGENCE OF NUMERICAL METHODS; COSTS; ITERATIVE METHODS; MONTE CARLO METHODS; PARAMETER ESTIMATION; PERTURBATION TECHNIQUES; THEOREM PROVING;

EID: 0036932469     PISSN: 02750708     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (9)

References (14)
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    • 0000792515 scopus 로고
    • Multidimensional stochastic approximation methods
    • Blum, J. R. 1954. Multidimensional stochastic approximation methods. Ann. Math. Stats. 25: 737-744.
    • (1954) Ann. Math. Stats. , vol.25 , pp. 737-744
    • Blum, J.R.1
  • 3
    • 0001214703 scopus 로고
    • On asymptotic normality in stochastic approximation
    • Fabian, V. 1968. On asymptotic normality in stochastic approximation. The Annals of Mathematical Statistics 39(4): 1327-1332.
    • (1968) The Annals of Mathematical Statistics , vol.39 , Issue.4 , pp. 1327-1332
    • Fabian, V.1
  • 7
    • 0346925750 scopus 로고    scopus 로고
    • Deterministic sufficient conditions for convergence of simultaneous perturbation stochastic approximation algorithms
    • Boston, MA
    • Sandilya, S., and S. R. Kulkarni. 1997. Deterministic sufficient conditions for convergence of simultaneous perturbation stochastic approximation algorithms. The 9th INFORMS Applied Probability Conference, Boston, MA.
    • (1997) The 9th INFORMS Applied Probability Conference
    • Sandilya, S.1    Kulkarni, S.R.2
  • 8
    • 0002211751 scopus 로고
    • Hadamard matrices, sequences, and block designs
    • (eds. D.J. Stinson and J. Dintiz), John Wiley and Sons
    • Seberry, J. and M. Yamada. 1992. Hadamard matrices, sequences, and block designs. In Contemporary Design Theory - A Collection of Surveys (eds. D.J. Stinson and J. Dintiz), pp. 431-560, John Wiley and Sons.
    • (1992) Contemporary Design Theory - A Collection of Surveys , pp. 431-560
    • Seberry, J.1    Yamada, M.2
  • 9
    • 0026839090 scopus 로고
    • Multivariate stochastic approximation using a simultaneous perturbation gradient approximation
    • Spall, J.C. 1992. Multivariate stochastic approximation using a simultaneous perturbation gradient approximation. IEEE Transactions on Automatic Control, 37(3):332-341.
    • (1992) IEEE Transactions on Automatic Control , vol.37 , Issue.3 , pp. 332-341
    • Spall, J.C.1
  • 10
    • 0030737152 scopus 로고    scopus 로고
    • A one-measurement form of simultaneous perturbation stochastic approximation
    • Spall, J.C. 1997. A one-measurement form of simultaneous perturbation stochastic approximation. Automatica, 33:109-112.
    • (1997) Automatica , vol.33 , pp. 109-112
    • Spall, J.C.1
  • 11
    • 0025244594 scopus 로고
    • Experiments in nonconvex optimization. Stochastic approximation with function smoothing and simulated annealing
    • Styblinski, M. A., T-S. Tang. 1990. Experiments in nonconvex optimization. Stochastic approximation with function smoothing and simulated annealing. Neural Networks, 3(4):467-483.
    • (1990) Neural Networks , vol.3 , Issue.4 , pp. 467-483
    • Styblinski, M.A.1    Tang, T.-S.2
  • 12
    • 0001055484 scopus 로고    scopus 로고
    • Equivalent necessary and sufficient conditions on noise sequences for stochastic approximation algorithms
    • Wang, I-J., E. K. P. Chong, and S. R. Kulkarni. 1996. Equivalent necessary and sufficient conditions on noise sequences for stochastic approximation algorithms. Advances in Applied Probability, 28:784-801.
    • (1996) Advances in Applied Probability , vol.28 , pp. 784-801
    • Wang, I.-J.1    Chong, E.K.P.2    Kulkarni, S.R.3
  • 14
    • 0032298235 scopus 로고    scopus 로고
    • A deterministic analysis of stochastic approximation with randomized directions
    • Wang, I-J. and E.K.P. Chong. 1998. A deterministic analysis of stochastic approximation with randomized directions. IEEE Transactions on Automatic Control, 43(12):1745-1749.
    • (1998) IEEE Transactions on Automatic Control , vol.43 , Issue.12 , pp. 1745-1749
    • Wang, I.-J.1    Chong, E.K.P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.