Qing Zhang

Orcid: 0000-0002-8846-5587

Affiliations:
  • University of Georgia, Department of Mathematics, Athens, GA, USA


According to our database1, Qing Zhang authored at least 62 papers between 1992 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Deep Filtering With Adaptive Learning Rates.
IEEE Trans. Autom. Control., June, 2023

2022
Filtering with degenerate observation noise: A stochastic approximation approach.
Autom., 2022

2021
A Deep Filtering Approach for Control of Partially Observed Systems.
IEEE Control. Syst. Lett., 2021

Deep filtering.
Commun. Inf. Syst., 2021

2020
Pairs-trading under geometric Brownian motions: An optimal strategy with cutting losses.
Autom., 2020

2018
An Optimal Strategy for Pairs Trading Under Geometric Brownian Motions.
J. Optim. Theory Appl., 2018

Optimal switching under a hybrid diffusion model and applications to stock trading.
Autom., 2018

2017
Near-optimal stopping rules for two-time-scale Markovian systems.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

2015
Optimal Switching under a Regime-Switching Model with Two-Time-Scale Markov Chains.
Multiscale Model. Simul., 2015

Mean-variance type controls involving a hidden Markov chain: models and numerical approximation.
IMA J. Math. Control. Inf., 2015

2014
An Optimal Trading Rule Under a Switchable Mean-Reversion Model.
J. Optim. Theory Appl., 2014

Applications of Numerical Methods for Stochastic Controlled Switching Diffusions with a Hidden Markov Chain: Case Studies on Distributed Power Management and Communication Resource Allocation.
Proceedings of the Finite Difference Methods, Theory and Applications, 2014

2013
Weak Convergence Methods for Approximation of the Evaluation of Path-Dependent Functionals.
SIAM J. Control. Optim., 2013

An optimal pairs-trading rule.
Autom., 2013

Trend-following trading using recursive stochastic optimization algorithms.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

2012
Large deviations for systems driven by two-time-scale nonhomogeneous Markovian chains and applications to optimal control problems.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

2011
Large Deviations for Two-Time-Scale Systems Driven by Nonhomogeneous Markov Chains and Associated Optimal Control Problems.
SIAM J. Control. Optim., 2011

Optimal Decision for Selling an Illiquid Stock.
J. Optim. Theory Appl., 2011

A trend-following strategy: Conditions for optimality.
Autom., 2011

Optimality conditions for a trend-following strategy.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

2010
A Fluid Flow Model for Empty Container Repositioning Policy with a Single Port and Stochastic Demand.
SIAM J. Control. Optim., 2010

Stock loan valuation under a regime-switching model with mean-reverting and finite maturity.
J. Syst. Sci. Complex., 2010

A stochastic approximation algorithm for option pricing model calibration with a switchable market.
Int. J. Comput. Math., 2010

Option pricing, model calibration, and prediction with a switchable market: A stochastic approximation algorithm.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010

2009
Valuation of Stock Loans with Regime Switching.
SIAM J. Control. Optim., 2009

Impact of dynamic information on empty container repositioning in a seaport with uncertainties.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

2008
Optimal Selling Rules in a Regime-Switching Exponential Gaussian Diffusion Model.
SIAM J. Appl. Math., 2008

Trading a mean-reverting asset: Buy low and sell high.
Autom., 2008

Stochastic approximation algorithms for trailing stop.
Proceedings of the 47th IEEE Conference on Decision and Control, 2008

Numerical methods for buying-low-and-selling-high stock policy.
Proceedings of the American Control Conference, 2008

2007
Two-Time-Scale Approximation for Wonham Filters.
IEEE Trans. Inf. Theory, 2007

Balanced realizations of regime-switching linear systems.
Math. Control. Signals Syst., 2007

Selling a large stock position: a stochastic control approach with state constraints.
Commun. Inf. Syst., 2007

Using stochastic optimization methods for stock selling decision making and option pricing: numerics and bias and variance dependent convergence rates.
Commun. Inf. Syst., 2007

Two-time-scale Wonham filters.
Proceedings of the 46th IEEE Conference on Decision and Control, 2007

Using Stochastic Approximation for Parameter Estimation in Option Pricing.
Proceedings of the American Control Conference, 2007

2006
Two-time-scale Hybrid Filters: Near Optimality.
SIAM J. Control. Optim., 2006

Introduction to the special issue on optimal control applications to management sciences.
Autom., 2006

Near-optimal Hybrid Filtering in a Two-time-scale Model.
Proceedings of the 45th IEEE Conference on Decision and Control, 2006

2005
Continuous-time tracking algorithms involving two-time-scale Markov chains.
IEEE Trans. Signal Process., 2005

Optimal selling rules in a regime switching model.
IEEE Trans. Autom. Control., 2005

A Near-Optimal Selling Rule for a Two-Time-Scale Market Model.
Multiscale Model. Simul., 2005

2004
Closed-Form Solutions for Perpetual American Put Options with Regime Switching.
SIAM J. Appl. Math., 2004

A new approach for pricing American put options.
Proceedings of the 43rd IEEE Conference on Decision and Control, 2004

2003
Stability of Markov modulated discrete-time dynamic systems.
Autom., 2003

2002
Recursive Algorithms for Stock Liquidation: A Stochastic Optimization Approach.
SIAM J. Optim., 2002

Markov chain approximation techniques for a class of nonlinear control problems.
Neural Parallel Sci. Comput., 2002

Optimal and Hierarchical Controls in Dynamic Stochastic Manufacturing Systems: A Survey.
Manuf. Serv. Oper. Manag., 2002

Asymptotically optimal controls of hybrid linear quadratic regulators in discrete time.
Autom., 2002

Hybrid stock-investment models and asset allocation.
Proceedings of the 41st IEEE Conference on Decision and Control, 2002

2001
Optimal control of a marketing-production system.
IEEE Trans. Autom. Control., 2001

2000
Hybrid filtering for linear systems with non-Gaussian disturbances.
IEEE Trans. Autom. Control., 2000

Singularly Perturbed Discrete-Time Markov Chains.
SIAM J. Appl. Math., 2000

1999
On nearly optimal controls of hybrid LQG problems.
IEEE Trans. Autom. Control., 1999

1998
Asymptotically Optimal Controls of Hybrid LQG. Problems: Summary of Results.
Proceedings of the Control of Distributed Parameter and Stochastic Systems, 1998

1997
Hierarchical production controls in a stochastic two-machine flowshop with a finite internal buffer.
IEEE Trans. Robotics Autom., 1997

1996
Asymptotic Expansions of Singularly Perturbed Systems Involving Rapidly Fluctuating Markov Chains.
SIAM J. Appl. Math., 1996

1995
Hierarchical production and setup scheduling in stochastic manufacturing systems.
IEEE Trans. Autom. Control., 1995

Robust production and maintenance planning in stochastic manufacturing systems.
IEEE Trans. Autom. Control., 1995

Optimal feedback production planning in a stochastic N-machine flowshop.
Autom., 1995

1994
Multilevel hierarchical open-loop and feedback controls in stochastic marketing-production systems.
IEEE Trans. Robotics Autom., 1994

1992
Turnpike Sets and Their Analysis in Stochastic Production Planning Problems.
Math. Oper. Res., 1992


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