Xi-Ren Cao

ORCID

Publication Activity (10 Years)

Years Active: 1983-2023
Publications (10 Years): 12

Top Venues

IEEE Trans. Autom. Control.

Autom.

Discret. Event Dyn. Syst.

Annu. Rev. Control.

Publications

Li Xia, Xianping Guo, Xi-Ren Cao
A note on the existence of optimal stationary policies for average Markov decision processes with countable states. Autom. 151 (2023)
Ruo-Bing Xue, Xiang-Shen Ye, Xi-Ren Cao
Optimization of stock trading with additional information by Limit Order Book. Autom. 127 (2021)
Xi-Ren Cao
Stochastic Control of Multidimensional Systems With Relative Optimization. IEEE Trans. Autom. Control. 65 (5) (2020)
Xi-Ren Cao
State Classification and Multiclass Optimization of Continuous-Time and Continuous-State Markov Processes. IEEE Trans. Autom. Control. 64 (9) (2019)
Xi-Ren Cao
Semismooth Potentials of Stochastic Systems With Degenerate Diffusions. IEEE Trans. Autom. Control. 63 (10) (2018)
Xiang-Shen Ye, Ruo-Bing Xue, Jianjun Gao, Xi-Ren Cao
Optimization in curbing risk contagion among financial institutes. Autom. 94 (2018)
Yorai Wardi, Christos G. Cassandras, Xi-Ren Cao
Perturbation analysis: A framework for data-driven control and optimization of discrete event and hybrid systems. Annu. Rev. Control. 45 (2018)
Xi-Ren Cao
Optimality Conditions for Long-Run Average Rewards With Underselectivity and Nonsmooth Features. IEEE Trans. Autom. Control. 62 (9) (2017)
Xi-Ren Cao
Relative Time and Stochastic Control With Non-Smooth Features. IEEE Trans. Autom. Control. 62 (2) (2017)
Xi-Ren Cao
Stochastic Feedback Control With One-Dimensional Degenerate Diffusions and Nonsmooth Value Functions. IEEE Trans. Autom. Control. 62 (12) (2017)
Jianjun Gao, Ke Zhou, Duan Li, Xi-Ren Cao
Dynamic Mean-LPM and Mean-CVaR Portfolio Optimization in Continuous-Time. SIAM J. Control. Optim. 55 (3) (2017)
Xi-Ren Cao
State Classification of Time-Nonhomogeneous Markov Chains and Average Reward Optimization of Multi-Chains. IEEE Trans. Autom. Control. 61 (10) (2016)
Xi-Ren Cao
Optimization of Average Rewards of Time Nonhomogeneous Markov Chains. IEEE Trans. Autom. Control. 60 (7) (2015)
Xi-Ren Cao, Stéphane Lafortune
Editorial: changes at J-DEDS. Discret. Event Dyn. Syst. 25 (1-2) (2015)
Li Xia, Qing-Shan Jia, Xi-Ren Cao
A tutorial on event-based optimization - a new optimization framework. Discret. Event Dyn. Syst. 24 (2) (2014)
Xi-Ren Cao, De-Xin Wang, Li Qiu
Partial-Information State-Based Optimization of Partially Observable Markov Decision Processes and the Separation Principle. IEEE Trans. Autom. Control. 59 (4) (2014)
Xi-Ren Cao, Xiangwei Wan
How Does Perturbation Analysis Work in Finance and Economics? WODES (2014)
Xi-Ren Cao, Xiangwei Wan
Analysis of non-linear behavior - a sensitivity-based approach. CDC (2012)
Li Xia, Xi-Ren Cao
Performance optimization of queueing systems with perturbation realization. Eur. J. Oper. Res. 218 (2) (2012)
Xi-Ren Cao, De-Xin Wang, Tao Lu, Yifan Xu
Stochastic control via direct comparison. Discret. Event Dyn. Syst. 21 (1) (2011)
Yan-Kai Xu, Xi-Ren Cao
Lebesgue-Sampling-Based Optimal Control Problems With Time Aggregation. IEEE Trans. Autom. Control. 56 (5) (2011)
De-Xin Wang, Xi-Ren Cao, Li Qiu
Completion-of-squares: Revisited and extended. Syst. Control. Lett. 60 (10) (2011)
Yan-Jie Li, Fang Cao, Xi-Ren Cao
On-Line Policy Gradient Estimation with Multi-Step Sampling. Discret. Event Dyn. Syst. 20 (1) (2010)
Xi-Ren Cao
Editorial. Discret. Event Dyn. Syst. 20 (1) (2010)
Li Xia, Xi Chen, Xi-Ren Cao
Policy iteration for customer-average performance optimization of closed queueing systems. Autom. 45 (7) (2009)
Junyu Zhang, Xi-Ren Cao
Continuous-time Markov decision processes with nth-bias optimality criteria. Autom. 45 (7) (2009)
Xi-Ren Cao
A new model of continuous-time Markov processes and impulse stochastic control. CDC (2009)
Yu Dai, Shaojun Liu, Li Li, Yan Li, Gang Wang, Xi-Ren Cao
Virtual Prototype Modeling and Fast Dynamic Simulation of the Complete Integrated Sea Trial System for Deep-Ocean Mining. ICCMS (2009)
Xi-Ren Cao
Stochastic learning and optimization - A sensitivity-based approach. Annu. Rev. Control. 33 (1) (2009)
Xi-Ren Cao, Junyu Zhang
The n th-Order Bias Optimality for Multichain Markov Decision Processes. IEEE Trans. Autom. Control. 53 (2) (2008)
Xi-Ren Cao, Junyu Zhang
Event-Based Optimization of Markov Systems. IEEE Trans. Autom. Control. 53 (4) (2008)
Kan-Jian Zhang, Yan-Kai Xu, Xi Chen, Xi-Ren Cao
Policy iteration based feedback control. Autom. 44 (4) (2008)
Xi-Ren Cao
Editorial. Discret. Event Dyn. Syst. 18 (1) (2008)
Yanjia Zhao, Qianchuan Zhao, Qing-Shan Jia, Xiaohong Guan, Xi-Ren Cao
Event-based optimization for dispatching policies in material handling systems of general assembly lines. CDC (2008)
Xi-Ren Cao
Editorial. Discret. Event Dyn. Syst. 17 (3) (2007)
Xi-Ren Cao, Xianping Guo
Partially Observable Markov Decision Processes With Reward Information: Basic Ideas and Models. IEEE Trans. Autom. Control. 52 (4) (2007)
Yan-Kai Xu, Xi-Ren Cao
Time aggregation based optimal control and Lebesgue sampling. CDC (2007)
Guoxiang Gu, Xi-Ren Cao, Hesham Badr
Generalized LQR control and Kalman filtering with relations to computations of inner-outer and spectral factorizations. IEEE Trans. Autom. Control. 51 (4) (2006)
Yat-wah Wan, Xi-Ren Cao
The control of a two-level Markov decision process by time aggregation. Autom. 42 (3) (2006)
Ji-An Zhao, Bo Li, Xi-Ren Cao, Ishfaq Ahmad
1 priority queue. Queueing Syst. Theory Appl. 53 (3) (2006)
Fang Cao, Xi-Ren Cao
Constructing Performance Sensitivities with Sample Paths in Continuous-time Markov Systems. CDC (2006)
Li Xia, Xi-Ren Cao
Relationship Between Perturbation Realization Factors With Queueing Models and Markov Models. IEEE Trans. Autom. Control. 51 (10) (2006)
Li Xia, Xi-Ren Cao
Aggregation of Perturbation Realization Factors and Service Rate-Based Policy Iteration for Queueing Systems. CDC (2006)
Han-Fu Chen, Xi-Ren Cao, Haitao Fang, Jie Zhu
Nonlinear adaptive blind whitening for MIMO channels. IEEE Trans. Signal Process. 53 (8-1) (2005)
Xi-Ren Cao
Basic Ideas for Event-Based Optimization of Markov Systems. Discret. Event Dyn. Syst. 15 (2) (2005)
Xi-Ren Cao
A basic formula for online policy gradient algorithms. IEEE Trans. Autom. Control. 50 (5) (2005)
Yiping Cheng, Da-Zhong Zheng, Kurt Rohloff, Stéphane Lafortune, Xi-Ren Cao
Contributing Authors. Discret. Event Dyn. Syst. 15 (2) (2005)
Xianping Guo, Xi-Ren Cao
Optimal Control of Ergodic Continuous-Time Markov Chains with Average Sample-Path Rewards. SIAM J. Control. Optim. 44 (1) (2005)
Guoxiang Gu, Xi-Ren Cao, Hesham Badr
Generalized LQR control and Kalman filtering with relations to computations of inner-outer and spectral factorizations. ACC (2005)
Bin Li, Lizhong Li, Bo Li, Krishna M. Sivalingam, Xi-Ren Cao
Call admission control for voice/data integrated cellular networks: performance analysis and comparative study. IEEE J. Sel. Areas Commun. 22 (4) (2004)
Jiangchuan Liu, Bin Li, Bo Li, Xi-Ren Cao
Complexity and Heuristics for Wireless Broadcast with Noncumulative Layered Data. IEEE Trans. Wirel. Commun. 3 (6) (2004)
Xi-Ren Cao, Xianping Guo
Partially observable Markov decision processes with reward information. CDC (2004)
Haitao Fang, Xi-Ren Cao
Potential-based online policy iteration algorithms for Markov decision processes. IEEE Trans. Autom. Control. 49 (4) (2004)
Xi-Ren Cao, Xianping Guo
A unified approach to Markov decision problems and performance sensitivity analysis with discounted and average criteria: multichain cases. Autom. 40 (10) (2004)
Brahim Bensaou, Shixin Zhuang, Xi-Ren Cao
Statistical bounds on the drop probability of assured forwarding services in DiffServ interior nodes under the processor sharing scheduling discipline. IPCCC (2004)
Xi-Ren Cao
The potential structure of sample paths and performance sensitivities of Markov systems. IEEE Trans. Autom. Control. 49 (12) (2004)
Xi-Ren Cao, Junjie Wang
Obtaining packet response times for nonblocking ATM switches. Perform. Evaluation 51 (1) (2003)
Xi-Ren Cao, Bing Zeng
Structure and interpretation of signals and systems [Book Review]. IEEE Trans. Autom. Control. 48 (9) (2003)
Xi-Ren Cao
Introduction to the Special Issue on Learning, Optimization, and Decision Making in DEDS. Discret. Event Dyn. Syst. 13 (1-2) (2003)
Lizhong Li, Bin Li, Bo Li, Xi-Ren Cao
Performance analysis of bandwidth allocations for multi-services mobile wireless cellular networks. WCNC (2003)
Xi-Ren Cao
A system theoretic perspective of learning and optimization. CDC (2003)
Xi-Ren Cao
From Perturbation Analysis to Markov Decision Processes and Reinforcement Learning. Discret. Event Dyn. Syst. 13 (1-2) (2003)
Lizhong Li, Bin Li, Xi-Ren Cao, Bo Li
Call level performance analysis for multi-services wireless cellular networks. ICC (2003)
Xi-Ren Cao
Constructing performance sensitivities of Markov systems with potentials as building blocks. CDC (2003)
Xi-Ren Cao
Semi-Markov decision problems and performance sensitivity analysis. IEEE Trans. Autom. Control. 48 (5) (2003)
Bin Li, Lizhong Li, Bo Li, Xi-Ren Cao
On Handoff Performance for an Integrated Voice/Data Cellular System. Wirel. Networks 9 (4) (2003)
Bernd Heidergott, Xi-Ren Cao
A note on the relation between weak derivatives and perturbation realization. IEEE Trans. Autom. Control. 47 (7) (2002)
Xi-Ren Cao, Zhiyuan Ren, Shalabh Bhatnagar, Michael C. Fu, Steven I. Marcus
A time aggregation approach to Markov decision processes. Autom. 38 (6) (2002)
Han-Fu Chen, Xi-Ren Cao, Jie Zhu
Convergence of stochastic-approximation-based algorithms for blind channel identification. IEEE Trans. Inf. Theory 48 (5) (2002)
Xi-Ren Cao, Guy Cohen, Alessandro Giua, Walter Murray Wonham, Jan H. van Schuppen
Unity in Diversity, Diversity in Unity: Retrospective and Prospective Views on Control of Discrete Event Systems. Discret. Event Dyn. Syst. 12 (3) (2002)
Jiangchuan Liu, Bin Li, Bo Li, Xi-Ren Cao
Fine-grained scalable video broadcasting over cellular networks. ICME (1) (2002)
Xi-Ren Cao, Haitao Fang
Gradient-based policy iteration: an example. CDC (2002)
Xi-Ren Cao, Hong-Xia Shen, Rodolfo A. Milito, Patricia E. Wirth
Internet pricing with a game theoretical approach: concepts and examples. IEEE/ACM Trans. Netw. 10 (2) (2002)
Xi-Ren Cao, Junjie Wang, Chin-Tau Lea
Computing MDP cost function for high speed networks with sample-path and quantization. Commun. Inf. Syst. 1 (2) (2001)
Ming He, Xi-Ren Cao
Adaptive error control for mobile networks: on-line optimization based on a single sample path. CDC (2001)
Ka-Chung Lai, Xi-Ren Cao
Analysis of packet reservation multiple access for data transmission. GLOBECOM (2001)
Xi-Ren Cao, Hong-Xia Shen
Internet pricing: comparison and examples. CDC (2000)
Xi-Ren Cao
A unified approach to Markov decision problems and performance sensitivity analysis. Autom. 36 (5) (2000)
Jie Zhu, Xi-Ren Cao, Zhi Ding
An algebraic principle in blind separation of single source signal. ISCAS (2000)
Bo Li, Mounir Hamdi, Dongyi Jiang, Xi-Ren Cao, Y. Thomas Hou
QoS-enabled voice support in the next-generation Internet: issues, existing approaches and challenges. IEEE Commun. Mag. 38 (4) (2000)
Jie Zhu, Xi-Ren Cao, Zhi Ding
An algebraic principle for blind separation of white non-Gaussian sources. Signal Process. 76 (2) (1999)
Xi-Ren Cao, Michael C. Fu, Jian-Qiang Hu
On performance potentials and conditional Monte Carlo for gradient estimationfor Markov chains. Ann. Oper. Res. 87 (1999)
Jie Zhu, Zhi Ding, Xi-Ren Cao
Column-anchored zeroforcing blind equalization for multiuser wireless FIR channels. IEEE J. Sel. Areas Commun. 17 (3) (1999)
Bin Li, Xi-Ren Cao
Experimental results on the impact of cell delay variation on speech quality in ATM networks. ICC (1998)
Xi-Ren Cao, Yat-wah Wan
Algorithms for sensitivity analysis of Markov systems through potentials and perturbation realization. IEEE Trans. Control. Syst. Technol. 6 (4) (1998)
Dennis P. C. Iun, Xi-Ren Cao
Performance Analysis of a Nonblocking ATM Switch with a Bufferless Internal Speedup Fabric. Comput. Networks 30 (24) (1998)
Junjie Wang, Xi-Ren Cao
Optimization in distributed controlled Markov chains. SMC (1998)
Xi-Ren Cao
The Relations Among Potentials, Perturbation Analysis, and Markov Decision Processes. Discret. Event Dyn. Syst. 8 (1) (1998)
Bo Li, Yang Qin, Xi-Ren Cao
On the performance bounds of optical LANs based on WDM. ISCC (1998)
Xi-Ren Cao, Jie Zhu, Jennie Si
Blind equalization with a linear feedforward neural network. ESANN (1997)
Han-Fu Chen, Xi-Ren Cao
Controllability is not necessary for adaptive pole placement control. IEEE Trans. Autom. Control. 42 (9) (1997)
Junjie Wang, Khaled Ben Letaief, Mounir Hamdi, Xi-Ren Cao
Efficient Estimation of Cell Loss and Cell Delay of Nonblocking ATM Switches. LCN (1997)
Xi-Ren Cao, Han-Fu Chen
Perturbation realization, potentials, and sensitivity analysis of Markov processes. IEEE Trans. Autom. Control. 42 (10) (1997)
Xi-Ren Cao, Dye-Jyun Ma
Performance Sensitivity Formulae, Algorithms and Estimates for Closed Queueing Networks with Exponential Servers. Perform. Evaluation 26 (3) (1996)
Xi-Ren Cao, Xue-Ming Yuan, Li Qiu
A single sample path-based performance sensitivity formula for Markov chains. IEEE Trans. Autom. Control. 41 (12) (1996)
Xi-Ren Cao, Ruey-Wen Liu
General approach to blind source separation. IEEE Trans. Signal Process. 44 (3) (1996)
Xi-Ren Cao, Wei-Bo Gong, Yorai Wardi
Ill-conditioned performance functions of queueing systems. IEEE Trans. Autom. Control. 40 (6) (1995)
Xi-Ren Cao
The maximum throughput of a nonblocking space-division packet switch with correlated destinations. IEEE Trans. Commun. 43 (5) (1995)
Xi-Ren Cao, Donald F. Towsley
A performance model for ATM switches with general packet length distributions. IEEE/ACM Trans. Netw. 3 (3) (1995)
Xi-Ren Cao
Some common misconceptions about performance modeling and validation. SIGMETRICS Perform. Evaluation Rev. 21 (2) (1993)

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Publication Activity (10 Years)

Top Topics

Top Venues

Xi-Ren Cao