A one-measurement form of simultaneous perturbation stochastic approximation

Stochastic optimization and the simultaneous perturbation method

Proceedings of the 31st conference on Winter simulation: Simulation---a bridge to the future - Volume 1

Hardware Implementation of a Pulse Density Neural Network Using Simultaneous Perturbation Learning Rule

Analog Integrated Circuits and Signal Processing - Special issue on Learning on Silicon

Simulation response optimization via direct conjugate direction method

Computers and Operations Research

Two-timescale simultaneous perturbation stochastic approximation using deterministic perturbation sequences

ACM Transactions on Modeling and Computer Simulation (TOMACS)

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

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

Adaptive multivariate three-timescale stochastic approximation algorithms for simulation based optimization

ACM Transactions on Modeling and Computer Simulation (TOMACS)

Online convex optimization in the bandit setting: gradient descent without a gradient

SODA '05 Proceedings of the sixteenth annual ACM-SIAM symposium on Discrete algorithms

A randomized stochastic optimization algorithm: Its estimation accuracy

Automation and Remote Control

SPSA algorithms with measurement reuse

Proceedings of the 38th conference on Winter simulation

Stochastic gradient estimation using a single design point

Proceedings of the 38th conference on Winter simulation

STEWARD: demo of spatio-textual extraction on the web aiding the retrieval of documents

dg.o '07 Proceedings of the 8th annual international conference on Digital government research: bridging disciplines & domains

Fuzzy age-dependent replacement policy and SPSA algorithm based-on fuzzy simulation

Information Sciences: an International Journal

Adaptive Newton-based multivariate smoothed functional algorithms for simulation optimization

ACM Transactions on Modeling and Computer Simulation (TOMACS)

Brief paper: New algorithms of the Q-learning type

Automatica (Journal of IFAC)

Simulation-Based Optimization Algorithms for Finite-Horizon Markov Decision Processes

Simulation

An alternating variable method with varying replications for simulation response optimization

Computers & Mathematics with Applications

Fuzzy random age-dependent replacement policy

FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 3

An efficient algorithm for scheduling in bluetooth piconets and scatternets

Wireless Networks

Optimal multi-layered congestion based pricing schemes for enhanced QoS

Computer Networks: The International Journal of Computer and Telecommunications Networking

Actor-critic algorithms for hierarchical Markov decision processes

Automatica (Journal of IFAC)

Adaptive Smoothed Functional Algorithms for Optimal Staffing Levels in Service Systems

Service Science

Modeling and simulation for product design process

Simulation