A one-measurement form of simultaneous perturbation stochastic approximation

[1]  J. Spall.  Implementation of the simultaneous perturbation algorithm for stochastic optimization , 1998 .

[2]  Payman Sadegh,et al.  Constrained optimization via stochastic approximation with a simultaneous perturbation gradient approximation , 1997, Autom..

[3]  D. C. Chin,et al.  Comparative study of stochastic algorithms for system optimization based on gradient approximations , 1997, IEEE Trans. Syst. Man Cybern. Part B.

[4]  Time difference simultaneous perturbation method , 1996 .

[5]  Model-free control of nonlinear stochastic systems in discrete time , 1995, Proceedings of 1995 34th IEEE Conference on Decision and Control.

[6]  M. Fu,et al.  Transfer optimization via simultaneous perturbation stochastic approximation , 1995, Winter Simulation Conference Proceedings, 1995..

[7]  Evaluation of an adaptive traffic control technique with underlying system changes , 1995, Winter Simulation Conference Proceedings, 1995..

[8]  Thomas Parisini,et al.  Nonlinear modelling and state estimation in a real power plant using neural networks and stochastic approximation , 1995, Proceedings of 1995 American Control Conference - ACC'95.

[9]  Fahimeh Rezayat.  On the use of an SPSA-based model-free controller in quality improvement , 1995, Autom..

[10]  Yutaka Maeda,et al.  A learning rule of neural networks via simultaneous perturbation and its hardware implementation , 1995, Neural Networks.

[11]  J. Spall,et al.  Nonlinear adaptive control using neural networks: estimation with a smoothed form of simultaneous perturbation gradient approximation , 1994, Proceedings of 1994 American Control Conference - ACC '94.

[12]  D. C. Chin,et al.  A more efficient global optimization algorithm based on Styblinski and Tang , 1994, Neural Networks.

[13]  A. Tsybakov,et al.  On stochastic approximation with arbitrary noise (the KW-case) , 1992 .

[14]  Boris Polyak,et al.  Acceleration of stochastic approximation by averaging , 1992 .

[15]  J. Spall.  Multivariate stochastic approximation using a simultaneous perturbation gradient approximation , 1992 .

[16]  B. K. Ghosh,et al.  Handbook of sequential analysis , 1991 .

[17]  D. Ruppert,et al.  Efficient Estimations from a Slowly Convergent Robbins-Monro Process , 1988 .

[18]  J. Spall.  A Stochastic Approximation Technique for Generating Maximum Likelihood Parameter Estimates , 1987, 1987 American Control Conference.

[19]  T. M. Williams,et al.  Optimizing Methods in Statistics , 1981 .

[20]  F. Downton.  Stochastic Approximation , 1969, Nature.

[21]  M. T. Wasan.  Stochastic Approximation , 1969 .

[22]  V. Fabian.  On Asymptotic Normality in Stochastic Approximation , 1968 .