Experiments in nonconvex optimization: stochastic approximation with function smoothing and simulated annealing

Developments in stochastic optimization algorithms with gradient approximations based on function measurements

WSC '94 Proceedings of the 26th conference on Winter simulation

On-Line Learning Fokker-Planck Machine

Neural Processing Letters

Global random optimization by simultaneous perturbation stochastic approximation

Proceedings of the 33nd conference on Winter simulation

Analog VLSI Stochastic Perturbative Learning Architectures

Analog Integrated Circuits and Signal Processing

Guided Local Search — an Illustrative Example in Function Optimisation

BT Technology Journal

NLMS algorithm with decreasing step size for adaptive IIR filters

Signal Processing

Optimization via simulation: randomized-direction stochastic approximation algorithms using deterministic sequences

Proceedings of the 34th conference on Winter simulation: exploring new frontiers

Brief paper: Identification of continuous-time systems with multiple unknown time delays by global nonlinear least-squares and instrumental variable methods

Automatica (Journal of IFAC)

Adaptive Newton-based multivariate smoothed functional algorithms for simulation optimization

ACM Transactions on Modeling and Computer Simulation (TOMACS)

Optimal parameter trajectory estimation in parameterized SDEs: An algorithmic procedure

ACM Transactions on Modeling and Computer Simulation (TOMACS)

Optimized Policies for the Retransmission Probabilities in Slotted Aloha

Simulation

Stochastic approximation driven particle swarm optimization

IIT'09 Proceedings of the 6th international conference on Innovations in information technology

Signal approximation via data-adaptive normalized Gaussian functions and its applications for speech processing

ICASSP'92 Proceedings of the 1992 IEEE international conference on Acoustics, speech and signal processing - Volume 1

Stochastic approximation algorithms for constrained optimization via simulation

ACM Transactions on Modeling and Computer Simulation (TOMACS)

Stochastic approximation driven particle swarm optimization with simultaneous perturbation -Who will guide the guide?

Applied Soft Computing

Adaptive Smoothed Functional Algorithms for Optimal Staffing Levels in Service Systems

Service Science