Xi-Ren Cao

Xi-Ren Cao, M. Liou, Jennie Zhu, 1996, 1996 IEEE International Symposium on Circuits and Systems. Circuits and Systems Connecting the World. ISCAS 96.

Event-Based Optimization for POMDPs and Its Application in Portfolio Management

Xi-Ren Cao, De-Xin Wang, 2011 .

Perturbation analysis: A framework for data-driven control and optimization of discrete event and hybrid systems

Christos G. Cassandras, Xi-Ren Cao, Yorai Wardi, 2017, Annu. Rev. Control..

Perturbation analysis: A framework for data-driven control and optimization of discrete event and hybrid systems

Xi-Ren Cao, C. Cassandras, Y. Wardi, 2017, Annual Reviews in Control.

State Classification of Time-Nonhomogeneous Markov Chains and Average Reward Optimization of Multi-Chains

Xi-Ren Cao, Xi-Ren Cao, 2016, IEEE Transactions on Automatic Control.

Internet pricing with a game theoretical approach: concepts and examples

Xi-Ren Cao, Rodolfo A. Milito, Patricia E. Wirth, 2002, TNET.

Performance Sensitivity Formulae, Algorithms and Estimates for Closed Queueing Networks with Exponential Servers

Xi-Ren Cao, Dye-Jyun Ma, Xi-Ren Cao, 1996, Performance evaluation (Print).

A new method of performance sensitivity analysis for non-Markovian queueing networks

Xi-Ren Cao, Xi-Ren Cao, 1992, Queueing Syst. Theory Appl..

Sensitivity analysis of general performance measures of queueing networks with state-dependent service rates

Xi-Ren Cao, Dye-Jyun Ma, 1991 .

Convergence of stochastic-approximation-based algorithms for blind channel identification

Han-Fu Chen, Xi-Ren Cao, Jie Zhu, 2002, IEEE Trans. Inf. Theory.

Event-Based Optimization of Markov Systems

Xi-Ren Cao, Junyu Zhang, Xi-Ren Cao, 2008, IEEE Transactions on Automatic Control.

A time aggregation approach to Markov decision processes

Zhiyuan Ren, Michael C. Fu, Shalabh Bhatnagar, 2002, Autom..

New performance sensitivity formulae for a class of product-form queueing networks

Xi-Ren Cao, Dye-Jyun Ma, Xi-Ren Cao, 1992, Discret. Event Dyn. Syst..

Realization factors and sensitivity analysis of queueing networks with state-dependent service rates

Xi-Ren Cao, 1990, Advances in Applied Probability.

The maximum throughput of a nonblocking space-division packet switch with correlated destinations

Xi-Ren Cao, Xi-Ren Cao, 1995, IEEE Trans. Commun..

Lebesgue-Sampling-Based Optimal Control Problems With Time Aggregation

Xi-Ren Cao, Yan-Kai Xu, Xi-Ren Cao, 2011, IEEE Transactions on Automatic Control.

Operational Analysis of Stochastic Closed Queueing Networks

Yves Dallery, Xi-Ren Cao, Xi-Ren Cao, 1992, Perform. Evaluation.

Perturbation analysis of discrete event systems: Concepts, algorithms, and applications

Xi-Ren Cao, 1996 .

Blind equalization with a linear feedforward neural network

Jennie Si, Xi-Ren Cao, Jie Zhu, 1997, ESANN.

Pole assignment for stochastic systems with unknown coefficients

Xi-Ren Cao, Han-Fu Chen, 2000 .

Sample Path Analysis Of Discrete Event Dymanic Systems (Deds)

Xi-Ren Cao, Y. Ho, 2011 .

An improvement of policy gradient estimation algorithms

Xi-Ren Cao, Yanjie Li, Fang Cao, 2008, 2008 9th International Workshop on Discrete Event Systems.

Performance sensitivities for parameterized Markov systems

Xi-Ren Cao, Junyu Zhang, 2004 .

Performance Potential Based Optimization and MDPs

Xi-Ren Cao, 2003 .

Discrete Event Dynamical Systems

Xi-Ren Cao, 1999 .

Optimization in Markov decision problems with transition-dependent cost functions

Xi-Ren Cao, J. Wang, 1999, Proceedings of the 1999 IEEE International Conference on Control Applications (Cat. No.99CH36328).

Computing MDP cost function for high speed networks with sample-path and quantization

Xi-Ren Cao, Junjie Wang, C. Lea, 1998, Proceedings of the 37th IEEE Conference on Decision and Control (Cat. No.98CH36171).

Asymptotic pole assignment by learning

Xi-Ren Cao, Han-Fu Chen, 2000, Proceedings of the 3rd World Congress on Intelligent Control and Automation (Cat. No.00EX393).

Degenerate Diffusion Processes

Xi-Ren Cao, Xi-Ren Cao, 2020 .

Optimal Control of Markov Processes: Infinite-Horizon

Xi-Ren Cao, Xi-Ren Cao, 2020 .

Optimal Control of Diffusion Processes

Xi-Ren Cao, 2020, Relative Optimization of Continuous-Time and Continuous-State Stochastic Systems.

A survey of recent results on continuous-time Markov decision processes

Xi-Ren Cao, Xianping Guo, Onésimo Hernández-Lerma, 2006 .

Sample-Path-Based Policy Iteration

Xi-Ren Cao, 2007 .

State aggregation and discrete-state Markov chains embedded in a class of point processes

Xi-Ren Cao, 1995, Journal of Applied Probability.

Performance sensitivity analysis of open Markovian queueing networks

Xi-Ren Cao, 1994 .

The convergence property of sample derivatives in closed Jackson queuing networks

Xi-Ren Cao, Xi-Ren Cao, 1989 .

Event coupling and performance sensitivity analysis of generalized semi-Markov processes

Xi-Ren Cao, 1995, Advances in Applied Probability.

Infinitesimal perturbation analysis of Generalized Semi-Markov Processes: A tutorial

Xi-Ren Cao, 1994 .

Conditions on source signals for blind separation

Xi-Ren Cao, Jie Zhu, 1996, Proceedings of Third International Conference on Signal Processing (ICSP'96).

Optimization of Average Rewards of Time

Xi-Ren Cao, 2015 .

Amplitude histogram-based method for infine pulse rise time monitoring without eye-diagram

Xi-Ren Cao, Hui Chen, A. Poon, 2003, Conference on Lasers and Electro-Optics, 2003. CLEO '03..

eneral Approach to Blind Source Separation

Xi-Ren Cao, Ruey-Wen Liu, 1996 .

Single sample path based optimization of Markov systems: examples and algorithms

Xi-Ren Cao, Xi-Ren Cao, 1997, Proceedings of the 36th IEEE Conference on Decision and Control.

A linear algebraic formulation of the performance sensitivities of queueing networks

Xi-Ren Cao, 1992 .

Calculation of sensitivities of throughputs and realization probabilities in closed queueing networks with finite buffer capacities

Xi-Ren Cao, 1989, Advances in Applied Probability.

Multi-dimensional Diffusion Processes

Xi-Ren Cao, 2020, Relative Optimization of Continuous-Time and Continuous-State Stochastic Systems.

System representations and performance sensitivity estimates of discrete event systems

Xi-Ren Cao, 1989 .

Convergence of parameter sensitivity estimates in a stochastic experiment

Xi-Ren Cao, 1984, The 23rd IEEE Conference on Decision and Control.

A tutorial on event-based optimization—a new optimization framework

Xi-Ren Cao, Q. Jia, L. Xia, 2014, Discret. Event Dyn. Syst..

Stochastic learning and optimization — Ideas vs mathematics?

Xi-Ren Cao, Xi-Ren Cao, 2011 .

Sensitivity analysis and optimization of throughput in a production line with blocking

Yu-Chi Ho, Xi-Ren Cao, Xi-Ren Cao, 1987 .

Performance sensitivity to routing changes in queuing networks and flexible manufacturing systems using perturbation analysis

Yu-Chi Ho, Xi-Ren Cao, Xi-Ren Cao, 1985, IEEE J. Robotics Autom..

First-order perturbation analysis of multi-class queueing networks

Xi-ren Cao, Xi-Ren Cao, 1985, 1985 24th IEEE Conference on Decision and Control.

A blind fractionally spaced equalizer using higher order statistics

Jie Zhu, Xi-Ren Cao, Ruey-wen Liu, 1999 .

Learning and Optimization with Perturbation Analysis

Xi-Ren Cao, Xi-Ren Cao, 2007 .

Some Linear Algebraic Formulas of the Performance Sensitivities of Queueing Networks

Xi-Ren Cao, Xi-Ren Cao, 1990, 1990 American Control Conference.

Dynamic Mean-LPM and Mean-CVaR Portfolio Optimization in Continuous-Time

Jianjun Gao, Ke Zhou, Duan Li, 2014, SIAM J. Control. Optim..

Partial-Information State-Based Optimization of Partially Observable Markov Decision Processes and the Separation Principle

Li Qiu, Xi-Ren Cao, De-Xin Wang, 2014, IEEE Transactions on Automatic Control.

Completion-of-squares: Revisited and extended

Li Qiu, Xi-Ren Cao, De-Xin Wang, 2011, Syst. Control. Lett..

The potential structure of sample paths and performance sensitivities of Markov systems

Xi-Ren Cao, Xi-Ren Cao, 2004, IEEE Transactions on Automatic Control.

Ill-conditioned performance functions of queueing systems

Weibo Gong, Xi-Ren Cao, Yorai Wardi, 1992, [1992] Proceedings of the 31st IEEE Conference on Decision and Control.

Structure and interpretation of signals and systems [Book Review]

Xi-Ren Cao, Bing Zeng, Xi-Ren Cao, 2003, IEEE Transactions on Automatic Control.

Structure and Interpretation of Signals and Systems—E. A. Lee

Xi-Ren Cao, P. Varaiya, Bing Zeng, 2003 .

Structure and Interpretation of Signals and Systems—Edward

Pravin Varaiya, Xi-Ren Cao, Bing Zeng, 2003 .

Aggregation of Perturbation Realization Factors and Service Rate-Based Policy Iteration for Queueing Systems

Li Xia, Xi-Ren Cao, Xi-Ren Cao, 2006, Proceedings of the 45th IEEE Conference on Decision and Control.

A Sensitivity View of Markov Decision Processes and Reinforcement Learning

Xi-Ren Cao, Xi-Ren Cao, 2003 .

Stochastic Control of Multidimensional Systems With Relative Optimization

Xi-Ren Cao, Xi-Ren Cao, 2020, IEEE Transactions on Automatic Control.

A tutorial on event-based optimization—a new optimization framework

Li Xia, Qing-Shan Jia, Xi-Ren Cao, 2013, Discrete Event Dynamic Systems.

Sensitivity Analysis of Non-linear Performance with Probability Distortion

Xi-Ren Cao, 2014 .

Continuous-time Markov decision processes with nth-bias optimality criteria

Xi-Ren Cao, Junyu Zhang, Xi-Ren Cao, 2009, Autom..

Optimal Control of Ergodic Continuous-Time Markov Chains with Average Sample-Path Rewards

Xi-Ren Cao, Xianping Guo, Xi-Ren Cao, 2005, SIAM J. Control. Optim..

Basic Ideas for Event-Based Optimization of Markov Systems

Xi-Ren Cao, Xi-Ren Cao, 2005, Discret. Event Dyn. Syst..

Partially observable Markov decision processes with reward information

Xi-Ren Cao, Xianping Guo, 2004, 2004 43rd IEEE Conference on Decision and Control (CDC) (IEEE Cat. No.04CH37601).

State Classification and Multiclass Optimization of Continuous-Time and Continuous-State Markov Processes

Xi-Ren Cao, Xi-Ren Cao, 2019, IEEE Transactions on Automatic Control.

Semismooth Potentials of Stochastic Systems With Degenerate Diffusions

Xi-Ren Cao, Xi-Ren Cao, 2018, IEEE Transactions on Automatic Control.

A single sample path-based performance sensitivity formula for Markov chains

Li Qiu, Xi-Ren Cao, Xue-Ming Yuan, 1996, IEEE Trans. Autom. Control..

The $n$th-Order Bias Optimality for Multichain Markov Decision Processes

Xi-Ren Cao, Junyu Zhang, Xi-Ren Cao, 2008, IEEE Transactions on Automatic Control.

A matrix-analytic solution for the DBMAP/PH/1 priority queue

Bo Li, Ishfaq Ahmad, Xi-Ren Cao, 2006, Queueing Syst. Theory Appl..

Performance Analysis of a Nonblocking ATM Switch with a Bufferless Internal Speedup Fabric

Xi-Ren Cao, Dennis P. C. Iun, Xi-Ren Cao, 1998, Comput. Networks.

A performance model for ATM switches with general packet length distributions

Donald F. Towsley, Xi-Ren Cao, Xi-Ren Cao, 1995, TNET.

Perturbation analysis and optimization of queueing networks

Y. Ho, X. Cao, Xi-Ren Cao, 1982, 1982 21st IEEE Conference on Decision and Control.

Recursive algorithms for multichannel blind identification

Han-Fu Chen, Jie Zhu, Xi-Ren Cao, 1999, Proceedings of the 38th IEEE Conference on Decision and Control (Cat. No.99CH36304).

Column-anchored zeroforcing blind equalization for multiuser wireless FIR channels

Zhi Ding, Xi-Ren Cao, Jie Zhu, 1999, IEEE J. Sel. Areas Commun..

Stochastic control via direct comparison

Tao Lu, Xi-Ren Cao, Yifan Xu, 2011, Discret. Event Dyn. Syst..

Stochastic Control of Continuous-Time and Continuous-State Systems via Direct Comparison

Xi-Ren Cao, Xi-Ren Cao, 2009, CDC 2009.

On-Line Policy Gradient Estimation with Multi-Step Sampling

Xi-Ren Cao, Fang Cao, Yan-Jie Li, 2010, Discret. Event Dyn. Syst..

Generalized LQR control and Kalman filtering with relations to computations of inner-outer and spectral factorizations

Guoxiang Gu, Xi-Ren Cao, Hesham Badr, 2006, IEEE Transactions on Automatic Control.

The dependence of sojourn times on service times in tandem queues

Xi-Ren Cao, Xi-Ren Cao, 1984, Journal of Applied Probability.

QUEUEING NETWORKS AND ITS APPLICATION

Xi-Ren Cao, 1987 .

Policy iteration based feedback control

Xi-Ren Cao, X. Chen, Kanjian Zhang, 2008, Autom..