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Xi-Ren Cao - Publications

Affiliations: 
Hong Kong University of Science and Technology, Clear Water Bay, Kowloon, Hong Kong 
Area:
Operations Research, Mathematics
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75 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Cao X. Stochastic Control of Multidimensional Systems With Relative Optimization Ieee Transactions On Automatic Control. 65: 1886-1900. DOI: 10.1109/Tac.2019.2925469  0.365
2019 Cao X. State Classification and Multiclass Optimization of Continuous-Time and Continuous-State Markov Processes Ieee Transactions On Automatic Control. 64: 3632-3646. DOI: 10.1109/Tac.2019.2905949  0.357
2018 Cao X. Semismooth Potentials of Stochastic Systems With Degenerate Diffusions Ieee Transactions On Automatic Control. 63: 3566-3572. DOI: 10.1109/Tac.2018.2800528  0.342
2018 Ye X, Xue R, Gao J, Cao X. Optimization in Curbing Risk Contagion Among Financial Institutes Automatica. 94: 214-220. DOI: 10.1016/J.Automatica.2018.04.036  0.365
2018 Wardi Y, Cassandras CG, Cao X. Perturbation analysis: A framework for data-driven control and optimization of discrete event and hybrid systems Annual Reviews in Control. 45: 267-280. DOI: 10.1016/J.Arcontrol.2018.04.003  0.354
2017 Cao F, Cao H, Cao X. A review of six methods for monitoring infliximab concentrations and antibodies to infliximab
. International Journal of Clinical Pharmacology and Therapeutics. PMID 28513424 DOI: 10.5414/CP202945  0.358
2017 Gao J, Zhou K, Li D, Cao X. Dynamic Mean-LPM and Mean-CVaR Portfolio Optimization in Continuous-Time Siam Journal On Control and Optimization. 55: 1377-1397. DOI: 10.1137/140955264  0.327
2017 Cao X. Stochastic Feedback Control With One-Dimensional Degenerate Diffusions and Nonsmooth Value Functions Ieee Transactions On Automatic Control. 62: 6136-6151. DOI: 10.1109/Tac.2017.2701412  0.324
2017 Cao X. Optimality Conditions for Long-Run Average Rewards With Underselectivity and Nonsmooth Features Ieee Transactions On Automatic Control. 62: 4318-4332. DOI: 10.1109/Tac.2017.2655487  0.382
2017 Ye X, Xue R, Gao J, Cao X. An Iterative Approach to Reduce Systemic Risk among Financial Institutes * *This research was supported in part by National Natural Science Foundation of China under the grant 61221003, and the Collaborative Research Fund of the Research Grants Council, Hong Kong Special Administrative Region, China, under Grant No. HKUST11/CRF/10 Ifac-Papersonline. 50: 9380-9385. DOI: 10.1016/J.Ifacol.2017.08.1447  0.358
2016 Cao X. State Classification of Time-Nonhomogeneous Markov Chains and Average Reward Optimization of Multi-Chains Ieee Transactions On Automatic Control. 61: 3001-3015. DOI: 10.1109/Tac.2015.2508739  0.352
2015 Cao X. Optimization of Average Rewards of Time Nonhomogeneous Markov Chains Ieee Transactions On Automatic Control. 60: 1841-1856. DOI: 10.1109/Tac.2015.2394951  0.34
2014 Cao X. Sensitivity Analysis of Non-linear Performance with Probability Distortion Ifac Proceedings Volumes. 47: 7785-7790. DOI: 10.3182/20140824-6-Za-1003.00748  0.378
2014 Cao X, Wan X. How Does Perturbation Analysis Work in Finance and Economics Ifac Proceedings Volumes. 47: 253-258. DOI: 10.3182/20140514-3-Fr-4046.00066  0.359
2014 Cao XR, Wan X. Sensitivity analysis of nonlinear behavior with distorted probability Mathematical Finance. DOI: 10.1111/Mafi.12076  0.363
2014 Cao X, Wang D, Qiu L. Partial-Information State-Based Optimization of Partially Observable Markov Decision Processes and the Separation Principle Ieee Transactions On Automatic Control. 59: 921-936. DOI: 10.1109/Tac.2013.2293397  0.542
2014 Xia L, Jia Q, Cao X. A tutorial on event-based optimization--a new optimization framework Discrete Event Dynamic Systems. 24: 103-132. DOI: 10.1007/S10626-013-0170-6  0.375
2012 Liu T, Lu JK, Gan HL, Zhang JQ, Huang FJ, Gu CX, Kong QY, Cao XR, Bo P, Lu CS. High volume practice proved the safety of off-pump coronary artery bypass surgery in left main coronary artery lesions: a two-year single center experience. Chinese Medical Journal. 125: 3861-7. PMID 23106889 DOI: 10.3760/cma.j.issn.0366-6999.2012.21.022  0.357
2012 Xia L, Cao X. Performance optimization of queueing systems with perturbation realization European Journal of Operational Research. 218: 293-304. DOI: 10.1016/J.Ejor.2011.07.039  0.379
2011 Gan HL, Zhang JQ, Huang F, Gu CX, Kong QY, Cao XR, Bo P, Lu CS. Prognosis of percutaneous coronary intervention and coronary artery bypass grafts for ostial right coronary lesions in propensity-matched individuals. Cardiovascular Therapeutics. 29: 395-403. PMID 20718758 DOI: 10.1111/j.1755-5922.2010.00219.x  0.348
2011 Xu Y, Cao X. Lebesgue-Sampling-Based Optimal Control Problems With Time Aggregation Ieee Transactions On Automatic Control. 56: 1097-1109. DOI: 10.1109/Tac.2010.2073610  0.369
2011 Wang D, Cao X, Qiu L. Completion-of-squares: Revisited and extended Systems & Control Letters. 60: 840-844. DOI: 10.1016/J.Sysconle.2011.06.009  0.544
2011 Cao X, Wang D, Lu T, Xu Y. Stochastic control via direct comparison Discrete Event Dynamic Systems. 21: 11-38. DOI: 10.1007/S10626-010-0093-4  0.565
2010 Li Y, Cao F, Cao X. On-Line Policy Gradient Estimation with Multi-Step Sampling Discrete Event Dynamic Systems. 20: 3-17. DOI: 10.1007/S10626-009-0078-3  0.49
2009 Zhang J, Cao X. Continuous-time Markov decision processes with nth-bias optimality criteria Automatica. 45: 1628-1638. DOI: 10.1016/J.Automatica.2009.03.009  0.54
2009 Xia L, Chen X, Cao X. Policy iteration for customer-average performance optimization of closed queueing systems Automatica. 45: 1639-1648. DOI: 10.1016/J.Automatica.2009.03.007  0.396
2008 Fang H, Chen H, Cao X. Recursive Approaches for Single Sample Path Based Markov Reward Processes Asian Journal of Control. 3: 21-26. DOI: 10.1111/J.1934-6093.2001.Tb00038.X  0.381
2008 Cao X, Zhang J. Event-Based Optimization of Markov Systems Ieee Transactions On Automatic Control. 53: 1076-1082. DOI: 10.1109/Tac.2008.919557  0.548
2008 Cao X, Zhang J. The $n$ th-Order Bias Optimality for Multichain Markov Decision Processes Ieee Transactions On Automatic Control. 53: 496-508. DOI: 10.1109/Tac.2007.915168  0.381
2008 Zhang K, Xu Y, Chen X, Cao X. Policy iteration based feedback control Automatica. 44: 1055-1061. DOI: 10.1016/J.Automatica.2007.08.014  0.387
2007 Cao X, Guo X. Partially Observable Markov Decision Processes With Reward Information: Basic Ideas and Models Ieee Transactions On Automatic Control. 52: 677-681. DOI: 10.1109/Tac.2007.894520  0.326
2006 Xia L, Cao X. Relationship Between Perturbation Realization Factors With Queueing Models and Markov Models Ieee Transactions On Automatic Control. 51: 1699-1704. DOI: 10.1109/Tac.2006.883022  0.326
2006 Wan Y, Cao X. The control of a two-level Markov decision process by time aggregation Automatica. 42: 393-403. DOI: 10.1016/J.Automatica.2005.11.006  0.302
2006 Zhao J, Li B, Cao X, Ahmad I. A matrix-analytic solution for the DBMAP/PH/1 priority queue Queueing Systems. 53: 127-145. DOI: 10.1007/S11134-006-8306-0  0.302
2006 Guo X, Hernández-Lerma O, Prieto-Rumeau T, Cao X, Zhang J, Hu Q, Lewis ME, Vélez R. A Survey of Recent Results on Continuous-Time Markov Decision Processes Top. 14: 177-261. DOI: 10.1007/Bf02837562  0.531
2005 Cao X, Zhang J. Bias Optimality For Multichain Markov Decision Processes Ifac Proceedings Volumes. 38: 65-70. DOI: 10.3182/20050703-6-Cz-1902.00363  0.549
2005 Guo X, Cao X. Optimal Control of Ergodic Continuous-Time Markov Chains with Average Sample-Path Rewards Siam Journal On Control and Optimization. 44: 29-48. DOI: 10.1137/S0363012903420875  0.394
2005 Cao X. A basic formula for online policy gradient algorithms Ieee Transactions On Automatic Control. 50: 696-699. DOI: 10.1109/Tac.2005.847037  0.338
2005 Cao X. Basic Ideas for Event-Based Optimization of Markov Systems Discrete Event Dynamic Systems. 15: 169-197. DOI: 10.1007/S10626-004-6211-4  0.382
2004 Li WB, Zhang JQ, Zhou QW, Wang SX, Liu W, Pei JF, Bo P, Gan HL, Cao XR, Huang GH. [Ross procedure in treatment of aortic disease: clinical experience of 15 cases]. Zhonghua Yi Xue Za Zhi. 84: 222-4. PMID 15059539  0.35
2004 Cao X. The potential structure of sample paths and performance sensitivities of Markov systems Ieee Transactions On Automatic Control. 49: 2129-2142. DOI: 10.1109/Tac.2004.838494  0.393
2004 Fang H, Cao X. Potential-based online policy iteration algorithms for Markov decision processes Ieee Transactions On Automatic Control. 49: 493-505. DOI: 10.1109/Tac.2004.825647  0.381
2004 Cao X, Guo X. A unified approach to Markov decision problems and performance sensitivity analysis with discounted and average criteria: multichain cases Automatica. 40: 1749-1759. DOI: 10.1016/J.Automatica.2004.05.003  0.402
2004 Cao X, Zhang J. Performance sensitivities for parameterized Markov systems Journal of Control Theory and Applications. 2: 65-68. DOI: 10.1007/S11768-004-0025-7  0.343
2003 Cao X. Semi-Markov decision problems and performance sensitivity analysis Ieee Transactions On Automatic Control. 48: 758-769. DOI: 10.1109/Tac.2003.811252  0.406
2003 Cao X. From Perturbation Analysis to Markov Decision Processes and Reinforcement Learning Discrete Event Dynamic Systems. 13: 9-39. DOI: 10.1023/A:1022188803039  0.365
2003 Cao X, Wang J. Obtaining packet response times for nonblocking ATM switches Performance Evaluation. 51: 33-45. DOI: 10.1016/S0166-5316(02)00088-3  0.311
2002 Cao X. Semi-Markov Decision Problems And Performance Sensitivity Analysis Ifac Proceedings Volumes. 35: 139-143. DOI: 10.3182/20020721-6-Es-1901.00511  0.366
2002 Heidergott B, Cao X. A note on the relation between weak derivatives and perturbation realization Ieee Transactions On Automatic Control. 47: 1112-1115. DOI: 10.1109/Tac.2002.800648  0.324
2002 Cao XR, Ren Z, Bhatnagar S, Fu M, Marcus S. A time aggregation approach to Markov decision processes Automatica. 38: 929-943. DOI: 10.1016/S0005-1098(01)00282-5  0.359
2000 Cao X. Technical Communique: A unified approach to Markov decision problems and performance sensitivity analysis Automatica. 36: 771-774. DOI: 10.1016/S0005-1098(99)00207-1  0.331
2000 Chen H, Cao X. Pole assignment for stochastic systems with unknown coefficients Science China-Technological Sciences. 43: 313-323. DOI: 10.1007/Bf02916836  0.341
1998 Cao X. The Maclaurin series for performance functions of Markov chains Advances in Applied Probability. 30: 676-692. DOI: 10.1239/Aap/1035228123  0.341
1998 Cao X, Wan Y. Algorithms for sensitivity analysis of Markov systems through potentials and perturbation realization Ieee Transactions On Control Systems and Technology. 6: 482-494. DOI: 10.1109/87.701341  0.341
1998 Cao X. The Relations Among Potentials, Perturbation Analysis,and Markov Decision Processes Discrete Event Dynamic Systems. 8: 71-87. DOI: 10.1023/A:1008260528575  0.377
1997 Cao XR, Chen HF. Perturbation realization, potentials, and sensitivity analysis of markov processes Ieee Transactions On Automatic Control. 42: 1382-1393. DOI: 10.1109/9.633827  0.376
1997 Chen HF, Cao XR. Controllability is not necessary for adaptive pole placement control Ieee Transactions On Automatic Control. 42: 1222-1229. DOI: 10.1109/9.623083  0.316
1996 Cao X, Yuan X, Qiu L. A single sample path-based performance sensitivity formula for Markov chains Ieee Transactions On Automatic Control. 41: 1814-1817. DOI: 10.1109/9.545747  0.329
1996 Cao X, Yuan X, Qiu L. A Single Sample Path-Based Performance Sensitivity Formula for Markov Chains Ifac Proceedings Volumes. 29: 4795-4800. DOI: 10.1016/S1474-6670(17)58439-6  0.317
1996 Cao XR. Perturbation analysis of discrete event systems: Concepts, algorithms, and applications European Journal of Operational Research. 91: 1-13. DOI: 10.1016/0377-2217(95)00263-4  0.349
1996 Cao X, Ma D. Performance sensitivity formulae, algorithms and estimates for closed queueing networks with exponential servers Performance Evaluation. 26: 181-199. DOI: 10.1016/0166-5316(95)00025-9  0.334
1995 Cao X. Event Coupling And Performance Sensitivity Analysis Of Generalized Semi-Markov Processes Advances in Applied Probability. 27: 741-769. DOI: 10.2307/1428132  0.302
1995 Cao XR, Gong WB, Wardi Y. III-Conditioned Performance Functions of Queueing Systems Ieee Transactions On Automatic Control. 40: 1074-1079. DOI: 10.1109/9.388687  0.322
1994 Cao XR. Performance sensitivity analysis of open Markovian queueing networks European Journal of Operational Research. 76: 529-551. DOI: 10.1016/0377-2217(94)90285-2  0.359
1992 Cao XR. A linear algebraic formulation of the performance sensitivities of queueing networks European Journal of Operational Research. 56: 394-406. DOI: 10.1016/0377-2217(92)90322-Z  0.351
1992 Cao X, Ma D. New performance sensitivity formulae for a class of product-form queueing networks Discrete Event Dynamic Systems. 1: 289-313. DOI: 10.1007/Bf01796826  0.367
1992 Cao XR. A new method of performance sensitivity analysis for non-Markovian queueing networks Queueing Systems. 10: 313-350. DOI: 10.1007/Bf01193325  0.363
1991 Cao X, Ma D. Sensitivity analysis of general performance measures of queueing networks with state-dependent service rates Applied Mathematics Letters. 4: 57-60. DOI: 10.1016/0893-9659(91)90055-Z  0.306
1990 Cao X. Realization factors and sensitivity analysis of queueing networks with state-dependent service rates Advances in Applied Probability. 22: 178-210. DOI: 10.2307/1427604  0.313
1989 Cao XR. The convergence property of sample derivatives in closed Jackson queuing networks Stochastic Processes and Their Applications. 33: 105-122. DOI: 10.1016/0304-4149(89)90069-0  0.323
1988 Heidelberger P, Cao X, Zazanis MA, Suri R. Convergence properties of infinitesimal perturbation analysis Management Science. 34: 1281-1302. DOI: 10.1287/Mnsc.34.11.1281  0.369
1988 Cao XR. Realization probability in multi-class closed queuing networks European Journal of Operational Research. 36: 393-401. DOI: 10.1016/0377-2217(88)90132-4  0.309
1987 Cao X. First-order perturbation analysis of a simple multi-class finite source queue Performance Evaluation. 7: 31-41. DOI: 10.1016/0166-5316(87)90055-1  0.35
1985 Cao XR. Convergence of Parameter Sensitivity Estimates in a Stochastic Experiment Ieee Transactions On Automatic Control. 30: 845-853. DOI: 10.1109/Tac.1985.1104076  0.33
1983 Ho YC, Cao X. Perturbation analysis and optimization of queueing networks Journal of Optimization Theory and Applications. 40: 559-582. DOI: 10.1007/Bf00933971  0.334
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