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James Spall
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Introduction to stochastic search and optimization: estimation, simulation, and control
JC Spall
John Wiley & Sons, 2005
36282005
Multivariate stochastic approximation using a simultaneous perturbation gradient approximation
JC Spall
IEEE transactions on automatic control 37 (3), 332-341, 1992
28921992
Implementation of the simultaneous perturbation algorithm for stochastic optimization
JC Spall
IEEE Transactions on aerospace and electronic systems 34 (3), 817-823, 1998
10121998
An overview of the simultaneous perturbation method for efficient optimization
JC Spall
Johns Hopkins apl technical digest 19 (4), 482-492, 1998
8101998
Adaptive stochastic approximation by the simultaneous perturbation method
JC Spall
IEEE transactions on automatic control 45 (10), 1839-1853, 2000
6062000
A one-measurement form of simultaneous perturbation stochastic approximation
JC Spall
Automatica 33 (1), 109-112, 1997
3361997
Model-free control of nonlinear stochastic systems with discrete-time measurements
JC Spall, JA Cristion
IEEE transactions on automatic control 43 (9), 1198-1210, 1998
3071998
A stochastic approximation technique for generating maximum likelihood parameter estimates
JC Spall
1987 American control conference, 1161-1167, 1987
2401987
Traffic-responsive signal timing for system-wide traffic control
JC Spall, DC Chin
Transportation Research Part C: Emerging Technologies 5 (3-4), 153-163, 1997
2211997
Estimation via markov chain monte carlo
JC Spall
IEEE Control Systems Magazine 23 (2), 34-45, 2003
2122003
TECHNICAL NOTES AND CORRESPONDENCE-Optimal Random Perturbations for Stochastic Approximation Using a Simultaneous Perturbation Gradient Approximation
P Sadegh, JC Spall
IEEE Transactions on Automatic Control 43 (10), 1480-1483, 1998
192*1998
Stochastic optimization
JC Spall
Handbook of computational statistics: Concepts and methods, 173-201, 2012
1692012
Simulation-based optimization with stochastic approximation using common random numbers
NL Kleinman, JC Spall, DQ Naiman
Management Science 45 (11), 1570-1578, 1999
1251999
Nonlinear adaptive control using neural networks: Estimation with a smoothed form of simultaneous perturbation gradient approximation
JC Spall, JA Cristion
Statistica Sinica 4 (1), 1–27, 1994
1221994
Bayesian analysis of time series and dynamic models
JC Spall
(No Title), 1988
1141988
A stochastic approximation algorithm for large-dimensional systems in the Kiefer-Wolfowitz setting
JC Spall
Proceedings of the 27th IEEE Conference on Decision and Control, 1544-1548, 1988
1111988
Monte Carlo computation of the Fisher information matrix in nonstandard settings
JC Spall
Journal of Computational and Graphical Statistics 14 (4), 889-909, 2005
1062005
Feedback and weighting mechanisms for improving Jacobian estimates in the adaptive simultaneous perturbation algorithm
JC Spall
IEEE Transactions on Automatic Control 54 (6), 1216-1229, 2009
1012009
A neural network controller for systems with unmodeled dynamics with applications to wastewater treatment
JC Spall, JA Cristion
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 27 …, 1997
1001997
Asymptotic sampling distribution for polynomial chaos representation from data: a maximum entropy and fisher information approach
S Das, R Ghanem, JC Spall
SIAM Journal on Scientific Computing 30 (5), 2207-2234, 2008
992008
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