目前感興趣的主要研究方向:1、離散事件動態系統; 2、Markov決策過程; 3、排隊系統; 4、信息網絡
論文著作
主要著作
殷保群,奚宏生,周亞平,排隊系統性能分析與Markov控制過程,合肥:中國科學技術大學出版社,2004.
期刊論文
Yin, B. Q., Guo, D., Huang, J., Wu, X. M., Modeling and analysis for the P2P-based media delivery network, Mathematical and Computer Modelling (2011), doi:10.1016/j.mcm.2011.10.043. (SCI 收錄, JCR II 區) Yin, B. Q., Lu, S., Guo, D., Analysis of Admission Control in P2P-Based Media Delivery Network Based on POMDP, International Journal of Innovative Computing, Information and Control, 2011, 7(7B): 4411-4422. (SCI收錄, JCR II 區) Kang, Yu, Yin, Baoqun, Shang, Weike, Xi, Hongsheng, Performance sensitivity analysis and optimization for a class of countable semi-Markov decision processes, Proceedings of the World Congress on Intelligent Control and Automation (WCICA2011), June 21, 2011 - June 25, 2011, Taipei, Taiwan. (EI收錄20113614311870) Li, Y. J., Yin, B. Q., Xi, H. S., Finding Optimal Memoryless Policies of POMDPs under the Expected Average Reward Criterion, European Journal of Operational Research, 2011, 211(2011): 556-567. (SCI收錄, JCR II 區) 江琦,奚宏生,殷保群,事件驅動的動態服務組合策略在線自適應優化,控制理論與應用,2011, 28(8): 1049-1055. (EI收錄20114214431454) Jiang, Q., Xi, H. S., Yin, B. Q., Adaptive Optimization of Timeout Policy for Dynamic Power Management Based on Semi-Markov Control Processes, IET Control Theory and Applications, 2010, 4(10): 1945-1958. (SCI收錄) Tang, L., Xi, H. S., Zhu, J., Yin, B. Q., Modeling and Optimization of M/G/1-Type Queueing Networks: An Efficient Sensitivity Analysis Approach, Mathematical Problems in Engineering, 2010, 2010: 1-20. (SCI收錄) Shan Lu, Baoqun Yin, Dong Guo, Admission Control for P2P-Based Media Delivery Network, Proceedings of the 29th Chinese Control Conference, July 29-31, 2010, Beijing, China, 2010: 1494-1499. ( EI收錄20105113504286) 金輝宇,康宇,殷保群,局部Lipschitz系統的采樣控制,Proceedings of the 29th Chinese Control Conference, July 29-31, 2010, Beijing, China, 2010: 992-997. ( EI收錄20105113504436) 江琦,奚宏生,殷保群,網絡新媒體服務系統事件驅動的動態服務組合,Proceedings of the 29th Chinese Control Conference, July 29-31, 2010, Beijing, China, 2010: 1121-1125. ( EI收錄20105113504230) Dong Guo, Baoqun Yin, Shan Lu, Jing Huang, Jian Yang, A Novel Dynamic Model for Peer-to-Peer File Sharing Systems, ICCMS, 2010 Second International Conference on Computer Modeling and Simulation, 2010, 1: 418-422. ( EI收錄20101812900175) Jing Huang, Baoqun Yin, Dong Guo, Shan Lu, Xumin Wu, An Evolution Model for P2P File-Sharing Networks, ICCMS, 2010 Second International Conference on Computer Modeling and Simulation, 2010, 2: 361-365. ( EI收錄20101712882202) 巫旭敏,殷保群,黃靜,郭東,流媒體服務系統中壹種基於數據預取的緩存策略,電子與信息學報,2010,32(10): 2440-2445. (EI 收錄20104513372577) 馬 軍,鄭烇,殷保群,基於CDN和P2P的分布式網絡存儲系統,計算機應用與軟件,2010,27(2):50-52. Bao, B. K., Xi, H. S., Yin, B. Q., Ling, Q., Two Time-Scale Gradient Approximation Algorithm for Adaptive Markov Reward Processes, International Journal of Innovative Computing, Information and Control, 2010, 6(2): 655-666. (SCI收錄, JCR II 區) Jiang, Q., Xi, H. S., Yin, B. Q., Dynamic File Grouping for Load Balancing in Streaming Media Clustered Server Systems, International Journal of Control, Automation, and Systems, 2009, 7(4): 630-637. (SCI收錄) 江琦,奚宏生,殷保群,動態電源管理超時策略與隨機型策略的等效關系,計算機輔助設計與圖形學學報,2009, 21(11): 1646-1651. (EI 收錄20095012535449) 唐波,李衍傑,殷保群,連續時間部分可觀Markov決策過程的策略梯度估計,控制理論與應用,2009,26(7):805-808. (EI 收錄20093712302646) 蘆珊,黃靜,殷保群,基於POMDP的VOD接入控制建模與仿真,中國科學技術大學學報,2009,39(9):984-989. 李洪亮,殷保群,鄭詮,壹種基於負載均衡的數據部署算法,計算機仿真,2009,26(4):177-181. 鮑秉坤,殷保群,奚宏生,基於性能勢的Markov控制過程雙時間尺度仿真算法,系統仿真學報,2009,21(13):4114-4119. Jin Huiyu; Yin Baoqun; Ling Qiang; Kang Yu; Sampled-data Observer Design for Nonlinear Autonomous Systems, 2009 Chinese Control and Decision Conference, CCDC 2009, 2009: 1516-1520. ( EI收錄20094712469527) 金輝宇,殷保群,非線性采樣系統指數穩定的新條件,控制理論與應用,2009,26(8):821-826. (EI 收錄20094512429319) Yin, B. Q., Li, Y. J., Zhou, Y. P., Xi, H. S., Performance Optimization of Semi-Markov Decision Processes with Discounted-Cost Criteria. European Journal of Control, 2008, 14(3): 213-222. (SCI收錄) Li, Y. J., Yin, B. Q. and Xi, H. S., Partially Observable Markov Decision Processes and Performance Sensitivity Analysis. IEEE Trans. System, Man and cybernetics-Part B., 2008, 38(6): 1645-1651. (SCI收錄, JCR II 區) Tang, B., Tan, X. B., Yin, B. Q. , Continuous-time hidden markov models in network simulation, 2008 IEEE International Symposium on Knowledge Acquisition and Modeling Workshop Proceedings, Wuhan, China, DEC 21-22, 2008: 667-670. (EI收錄20092812179753) Bao, B. K., Yin, B. Q., Xi, H. S., Infinite-Horizon Policy-Gradient Estimation with Variable Discount Factor for Markov Decision Process. icicic,pp.584, 2008 3rd International Conference on Innovative Computing Information and Control, 2008. ( EI收錄084011617446) Chenfeng Xu, Jian Yang, Hongsheng Xi, Qi Jiang, Baoqun Yin, Event-related optimization for a class of resource location with admission control, 2008. IJCNN 2008. (IEEE World Congress on Computational Intelligence). IEEE International Joint Conference on Neural Networks, 1-8 June 2008: 1092 – 1097. ( EI收錄084811736736) Jin Huiyu; Kang Yu; Yin Baoqun; Synchronization of nonlinear systems with stair-step signal, 2008. CCC 2008. 27th Chinese Control Conference,16-18 July 2008: 459 – 463. ( EI收錄084011616684) Jiang Qi; Xi Hongsheng; Yin Baoqun; Xu Chenfeng; An event-driven dynamic load balancing strategy for streaming media clustered server systems, 2008. CCC 2008. 27th Chinese Control Conference, 16-18 July 2008: 678 – 682. ( EI收錄084011616749) 金輝宇,殷保群,唐波,非線性采樣觀測器的誤差分析,中國科學技術大學學報,2008, 38(10): 1226-1231. 黃靜,殷保群, 李俊,基於觀測的POMDP優化算法及其仿真,信息與控制,2008, 37(3): 346-351. 馬軍,殷保群,基於POMDP模型的機器人行動的仿真優化,系統仿真學報,2008, 20(21): 5903-5906. (EI 收錄084911767201) 江琦,奚宏生,殷保群,動態電源管理超時策略自適應優化算法,控制與決策,2008, 23(4): 372-377. (EI 收錄082211286162) 徐陳鋒,奚宏生,江琦,殷保群,壹類分層非結構化P2P系統的隨機切換模型,控制與決策,2008, 23(3): 263-266. (EI 收錄081611207066) 徐陳鋒,奚宏生,殷保群,壹類混合資源定位服務的優化模型,微計算機應用,2008,29(9):6-11. 郭東,鄭烇,殷保群,王嵩,基於P2P媒體內容分發網絡中分布式節點的設計與實現,電信科學,2008,24(8): 45-49. Tang, H., Yin, B. Q., Xi, H. S., Error bounds of optimization algorithms for semi-Markov decision processes. International Journal of Systems Science, 2007, 38(9): 725-736. (SCI收錄) 徐陳鋒,奚宏生,江琦,殷保群,壹類分層非結構化P2P系統的隨機優化,系統科學與數學,2007, 27(3): 412-421. 蔣兆春,殷保群,李俊,基於耦合技術計算Markov鏈性能勢的仿真算法,系統仿真學報,2007, 19(15): 3398-3401. (EI收錄073410777552) 龐訓磊,殷保群,奚宏生,壹種使用TCP/ IP 協議實現無線傳感器網絡互連的新型設計,傳感技術學報,2007, 20(6): 1386-1390. Niu, L. M., Tan, X. B., Yin, B. Q. , Estimation of system power consumption on mobile computing devices, 2007. International Conference on Computational Intelligence and Security, Harbin, China, DEC 15-19, 2007: 1058-1061. (EI收錄083211440561) Jiang, Q., Xi, H. S., Yin, B. Q., Dynamic file grouping for load balancing in streaming media clustered server systems. Proceedings of the 2007 International Conference on Information Acquisition, ICIA, Jeju City, South Korea, 2007:498-503. (EI收錄083011397157) 徐陳鋒, 奚宏生, 江琦, 殷保群,壹類分層非結構化P2P系統的隨機優化,第2xx屆中國控制會議論文集,2007: 693-696. (EI收錄080211015391) Jiang, Q., Xi, H. S., Yin, B. Q., Optimization of Semi-Markov Switching State-space Control Processes for Network Communication Systems. 第2xx屆中國控制會議論文集,2007: 707-711. (EI收錄080211015581) Jiang, Q., Xi, H. S., Yin, B. Q., Adaptive Optimization of Time-out Policy for Dynamic Power Management Based on SMCP. Proc. of the 2007 IEEE Multi-conference on Systems and Control, Singapore, 2007: 319-324. (EI收錄082011252390) Jin, H. Y., Yin, B. Q., New Consistency Condition for Exponential Stabilization of Smapled-Data Nonlinear Systems. 第2xx屆中國控制會議論文集,2007: 84-87. (EI收錄080211015584) 江琦,奚宏生,殷保群,無線多媒體通信網適應帶寬配置在線優化算法,軟件學報, 2007, 18(6): 1491-1500. (EI收錄072810697498) Ou, Q., Jin, Y. D., Zhou, T., Wang, B. H., Yin, B. Q., Power-law strength-degree correlation from resource-allocation dynamics on weighted networks, Physical Review E, 2007, 75(2): 021102 (SCI收錄) Yin, B. Q., Dai, G. P., Li, Y. J., Xi, H. S., Sensitivity analysis and estimates of the performance for M/G/1 queueing systems, Performance Evaluation, 2007, 64(4): 347-356. (SCI收錄) 江琦,奚宏生,殷保群,動態電源管理的隨機切換模型與在線優化,自動化學報,2007, 33(1): 66-71. (EI收錄071310513862) Zhang, D. L., Yin, B. Q., Xi, H. S., A state aggregation approach to singularly perturbed Markov reward processes. International Journal of Intelligent Technology, 2006, 2(4): 230-239. 歐晴,殷保群,奚宏生,基於動態平衡流的網絡賦權,中國科學技術大學學報,2006, 36(11): 1196-1201. 殷保群,李衍傑,周亞平,奚宏生,可數半Markov控制過程折扣代價性能優化,控制與決策,2006, 21(8): 933-936. (EI收錄064210185095) 江琦,奚宏生,殷保群,動態電源管理的隨機切換模型與策略優化,計算機輔助設計與圖形學學報,2006, 18(5): 680-686. (EI收錄 06239926637) 代桂平,殷保群,李衍傑,奚宏生,半Markov控制過程基於性能勢仿真的並行優化算法,中國科學技術大學學報,2006, 36(2): 183-186. 殷保群,李衍傑,唐昊,代桂平,奚宏生,半Markov決策過程折扣模型與平均模型之間的關系,控制理論與應用,2006, 23(1): 65-68. (EI收錄 06199868640) 江琦,奚宏生,殷保群,半Markov控制過程在線自適應優化算法,第2xx屆中國控制會議論文集,2006: 1066-1071. (ISTP收錄BFQ63) Dai, G. P., Yin, B. Q., Li, Y. J., Xi, H. S., Performance Optimization Algorithms based on potential for Semi-Markov Control Processes. International Journal of Control, 2005, 78(11): 801-812. (SCI收錄) Zhang, D. L., Xi, H. S., Yin, B. Q., Simulation-based optimization of singularly perturbed Markov reward processes with states aggregation. Lecture Notes in Computer Science, 2005, 3645: 129-138. (SCI收錄) Tang, H., Xi, H. S., Yin, B. Q., The optimal robust control policy for uncertain semi-Markov control processes. International Journal of System Science, 2005, 36(13): 791-800. (SCI收錄) 張虎,殷保群,代桂平,奚宏生,G/M/1排隊系統的性能靈敏度分析與仿真,系統仿真學報,2005, 17(5): 1084-1086. (EI收錄 05239148205) 陳波,周亞平,殷保群,奚宏生,隱馬氏模型中的標量估計,系統工程與電子技術,2005, 27(6): 1083-1086. (EI收錄 05299226304) 代桂平,殷保群,李衍傑,周亞平,奚宏生,半Markov控制過程在平均準則下的優化算法,中國科學技術大學學報,2005, 35(2): 202-207. 殷保群,李衍傑,奚宏生,周亞平,壹類可數Markov控制過程的平穩策略,控制理論與應用,2005, 22(1): 43-46. (EI收錄 05179069567) Li, Y. J., Yin, B. Q., Xi, H. S., The policy gradient estimation of continuous-time Hidden Markov Decision Processes. Proc. of IEEE ICIA, Hong Kong, 2005. (EI收錄 071210492605)
Sensitivity analysis and estimates of the performance for M/G/1 queueing systems, To Appear in Performance Evaluation, 2006.
Performance optimization algorithms based on potential for semi-Markov control processes. International Journal of Control, Vol.78, No.11, 2005.
The optimal robust control policy for uncertain semi-Markov control processes. International Journal of System Science, Vol.36, No.13, 2005.
A state aggregation approach to singularly perturbed Markov reward processes. International Journal of Intelligent Technology, Vol.2, No.4, 2005.
Simulation optimization algorithms for CTMDP based on randomized stationary policies, Acta Automatics Sinica, Vol. 30, No. 2, 2004.
Performance optimization of continuous-time Markov control processes based on performance potentials, International Journal of System Science, Vol.34, No.1, 2003.
Optimal Policies for a Continuous Time MCP with Compact Action set, Acta Automatics Sinica, Vol. 29, No. 2, 2003.
Relations between Performance Potential and Infinitesimal Realization Factor in Closed Queueing Networks, Appl. Math. J. Chinese Univ. Ser. B, Vol. 17, No. 4, 2002.
Sensitivity Analysis of Performance in Queueing Systems with Phase-Type Service Distribution, OR Transactions, Vol.4, No.4, 2000.
Sensitivity Formulas of Performance in Two-Server Cyclic Queueing Networks with Phase-Type Distributed Service Times, International Transaction in Operational Research, Vol.6, No.6, 1999.
Simulation-based optimization of singularly perturbed Markov reward processes with states aggregation. Lecture Notes in Computer Science, 2005.
Markov decision problems with unbounded transition rates under discounted-cost performance criteria. Proceedings of WCICA, Vol.1, Hangzhou, China, 2004.
排隊系統性能分析與Markov控制過程,合肥:中國科學技術大學出版社,2004.
可數半Markov控制過程折扣代價性能優化. 控制與決策,Vol.21, No.8, 2006.
動態電源管理的隨機切換模型與策略優化. 計算機輔助設計與圖形學學報,Vol.18, No.5, 2006.
半Markov決策過程折扣模型與平均模型之間的關系.控制理論與應用,Vol.23, No.1, 2006.
壹類可數Markov控制過程的平穩策略. 控制理論與應用,Vol.22, No.1, 2005.
G/M/1排隊系統的性能靈敏度分析與仿真.系統仿真學報,Vol.17, No.5, 2005.
M/G/1排隊系統的性能優化與算法,系統仿真學報,Vol.16, No.8, 2004.
半Markov過程基於性能勢的靈敏度分析和性能優化. 控制理論與應用,Vol.21, No.6, 2004.
半Markov控制過程在折扣代價準則下的平穩策略. 控制與決策,Vol.19, No.6, 2004.
Markov控制過程在緊致行動集上的叠代優化算法. 控制與決策,Vol.18, No.3, 2003.
閉Jackson網絡的優化中減少仿真次數的算法研究,系統仿真學報,Vol.15, No.3, 2003.
M/G/1排隊系統的性能靈敏度估計與仿真,系統仿真學報,Vol.15, No.7, 2003.
Markov控制過程基於性能勢仿真的並行優化,系統仿真學報,Vol.15, No.11, 2003.
Markov控制過程基於性能勢的平均代價策略. 自動化學報,Vol.28, No.6, 2002.
壹類受控閉排隊網絡基於性能勢的性方程.控制理論與應用,Vol.19, No.4, 2002.
Markov控制過程基於單個樣本軌道的在線優化算法.控制理論與應用,Vol.19, No.6, 2002.
閉排隊網絡當性能函數與參數相關時的性能靈敏度分析,控制理論與應用,Vol.19, No.2, 2002.
M/G/1 排隊系統的性能靈敏度分析,高校應用數學學報,Vol.16, No.3, 2001.
連續時間Markov決策過程在呼叫接入控制中的應用,控制與決策,Vol.19, 2001.
具有不確定噪聲的連續時間廣義系統確保估計性能的魯棒Kalman濾波器,控制理論與應用,Vol.18, No.5, 2001.
狀態相關閉排隊網絡中的性能指標靈敏度公式,控制理論與應用,Vol.16, No.2, 1999.
科研項目
半Markov控制過程基於性能勢的優化理論和並行算法,2003.1-2005.12,國家自然科學基金,60274012
隱Markov過程的性能靈敏度分析與優化,2006.1-2008.12,國家自然科學基金, 60574065
部分可觀Markov系統的性能優化,2005.1-2006.12,安徽省自然科學基金, 050420301
寬帶信息網運營支撐環境及接入系統的研制――子課題: 流媒體服務器研究及實現, 2005.1-2006.12, 國家863計劃, 2005AA103320
離散復雜系統的控制與優化研究,2006.9-2008.8,中國科學院自動化研究所中國科學技術大學智能科學與技術聯合實驗室自主研究課題基金
網絡新媒體服務系統的建模及其動力學行為分析研究,2012.01-2015.12,國家自然科學基金;
面向服務任務的快速機器視覺與智能伺服控制,2010.01-2013.12,國家自然科學基金重點項目;
新壹代業務運行管控協同支撐環境的開發,2008.07-2011.06,國家863計劃;
多點協作的流媒體服務器集群系統及其性能優化,2006.12-2008.12,國家863計劃;
獲獎情況
第xx屆何潘清漪優秀論文獎
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