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平行控制: 数据驱动的计算控制方法

王飞跃

王飞跃. 平行控制: 数据驱动的计算控制方法. 自动化学报, 2013, 39(4): 293-302. doi: 10.3724/SP.J.1004.2013.00293
引用本文: 王飞跃. 平行控制: 数据驱动的计算控制方法. 自动化学报, 2013, 39(4): 293-302. doi: 10.3724/SP.J.1004.2013.00293
WANG Fei-Yue. Parallel Control: A Method for Data-Driven and Computational Control. ACTA AUTOMATICA SINICA, 2013, 39(4): 293-302. doi: 10.3724/SP.J.1004.2013.00293
Citation: WANG Fei-Yue. Parallel Control: A Method for Data-Driven and Computational Control. ACTA AUTOMATICA SINICA, 2013, 39(4): 293-302. doi: 10.3724/SP.J.1004.2013.00293

平行控制: 数据驱动的计算控制方法

doi: 10.3724/SP.J.1004.2013.00293
详细信息
    通讯作者:

    王飞跃

Parallel Control: A Method for Data-Driven and Computational Control

  • 摘要: 本文简述平行控制的理念、概念及基本方法与应用, 主要强调虚实互动的平行扩展方式与同时计算的并行划分方式的不同之处. 平行控制方法是ACP理论在控制领域中的具体应用, 其核心是利用人工系统进行建模和表示、通过计算实验进行分析和评估、最后借助平行执行实现对复杂系统的控制和管理. 这一控制方法是反馈控制, 特别是自适应控制方法向复杂系统问题扩展的自然结果, 是一种迈向数据驱动控制和计算控制的必然且有效途径.
  • [1] Wang Fei-Yue. Parallel system methods for management and control of complex systems. Control and Decision, 2004, 19(5): 485-489(王飞跃. 平行系统方法与复杂系统的管理和控制. 控制与决策, 2004, 19(5): 485-489)[2] Wang Fei-Yue. New mechanisms for control and management of complex systems: research and development. Project to the President's Foundation for Special Projects, Chinese Academy of Sciences. Beijing, China, 2005 (王飞跃. 复杂系统的控制与管理机制研究及其应用. 中国科学院院长基金特别支持项目立项书. 2005)[3] Wang F Y, Wong P K. Intelligent Systems and Technology for Integrative and Predictive Medicine: An ACP Approach. ACM Transactions on Intelligent Systems and Technology. 4, 2, Article 32 (March 2013), 1-6[4] Wang F Y. Toward a paradigm shift in social computing: the ACP approach. IEEE Intelligent Systems, 2007, 22(5): 65-67[5] Wang F Y. Parallel control and management for intelligent transportation systems: concepts, architectures, and applications. IEEE Transactions on Intelligent Transportation Systems, 2010, 11(3): 630-638[6] Wang F Y. The emergence of intelligent enterprises: from CPS to CPSS. IEEE Intelligent Systems, 2010, 25(4): 85-88[7] Wang Fei-Yue. Direction and strategy for research and development of the complex systems and intelligence science. Research and Exploration in Laboratory, 2004, 23(5): 74-76 (王飞跃. 复杂系统与智能科学的研究方向和发展策略. 实验室研究与探索, 2004, 23(5): 74-76)[8] Wang Fei-Yue. Computational theory and method on complex system. China Basic Science, 2004, 6(5): 3-10 (王飞跃. 关于复杂系统研究的计算理论与方法. 中国基础科学, 2004, 6(5): 3-10)[9] Wang F Y. Toward a revolution in transportation operations: AI for complex systems. IEEE Intelligent Systems, 2008, 23(6): 8-13[10] Wang Fei-Yue. Parallel control: from model-based engineering cybernetics to data-driven social management. Complexity and Intelligence, 2008 (王飞跃. 平行控制: 从基于模型的工程控制到数据驱动的社会管理. 复杂性与智能化, 2008)[11] Qian Xue-Sen, Yu Jing-Yuan, Dai Ru-Wei. A new discipline of science--the study of open complex giant system and its methodology. Chinese Journal of Nature , 1990, 13(1): 3-10(钱学森, 于景元, 戴汝为. 一个科学新领域——开放的复杂巨系统及其方法论. 自然杂志, 1990, 13(1): 3-10)[12] Gallagher R, Appenzeller T. Beyond reductionism. Science, 1999, 284(5411): 79[13] Wang F Y. Moving towards complex intelligence? IEEE Intelligent Systems, 2009, 24(4): 2-4[14] Wang F Y. Old verse, new idea: why artificial is real. IEEE Intelligent Systems, 2010, 25(5): 2-3[15] Max Born. My Life and My Views. New York: Charles Scribner's Sons, 1968(M. 波恩著, 李宝恒译. 我的一生和我的观点. 北京: 商务印书馆, 1979)[16] Wang Fei-Yue. On the modeling, analysis, control and management of complex systems. Complex Systems and complexity science, 2006, 3(2): 26-34 (王飞跃. 关于复杂系统的建模、分析、控制和管理. 复杂系统与复杂性科学, 2006, 3(2): 26-34)[17] Wang Fei-Yue. The future world and complexity, special report, China foundation for international strategic studies, 2009. Development of Science and Strategic Studies. Beijing: Intellectual Property Publishing House, 2012(王飞跃. 2009年中国国际战略研究基金会"未来世界的复杂性"报告, 科学发展与战略研究. 北京: 知识产权出版社, 2012)[18] Wang F Y, Jin N, Liu D R, Wei Q L. Adaptive dynamic programming for finite-horizon optimal control of discrete-time nonlinear systems with ε-Error bound. IEEE Transactions on Neural Networks, 2011, 22(1): 24-36[19] Everett H. The Theory of the Universal Wavefunction [Ph.D. dissertation], Princeton University, Princeton, 1973. 1-140[20] Karl Popper. The Open Society and Its Enemies. New York: Routledge, 1945(卡尔·波普尔著, 陆衡等译. 开放社会及其敌人. 北京: 中国社会科学出版社, 1999)[21] Wang Fei-Yue. Study on cyber-enabled social movement organizations based on social computing and parallel systems. Journal of University of Shanghai for Science and Technology, 2011, 33(1): 8-12 (王飞跃. 基于社会计算和平行系统的动态网民群体研究. 上海理工大学学报, 2011, 33(1): 8-12)[22] Wang Fei-Yue, Li Le-Fei, Huang Xing, Zou Yu-Min. An investigation of fundamental theory of long period continuous production with effectiveness, safety and energy saving. Computers and Applied Chemistry, 2007, 24(12): 1711-1713 (王飞跃, 李乐飞, 黄星, 邹余敏. 关于长周期连续安全节能有效生产基础理论的探讨. 计算机与应用化学, 2007, 24(12): 1711-1713)[23] Cheng Chang-Jian, Cui Feng, Li Le-Fei, Xiong Gang, Zou Yu-Min, Liao Chang-Yong. Parallel management systems for complex productions systems: methods and cases. Complex Systems and Complexity Science, 2010, 7(1): 24-32 (程长建, 崔峰, 李乐飞, 熊刚, 邹余敏, 廖昌勇. 复杂生产系统的平行管理方法与案例. 复杂系统与复杂性科学, 2010, 7(1): 24-32)[24] Shen Xiao-Wei, Wang Fei-Yue, Cheng Chang-Jian, Liu Xi-Wei. Application of clustering analysis to team management. Acta Automatica Sinica, 2012, 38(4): 563-569 (沈小伟, 王飞跃, 程长建, 刘希未. 聚类分析方法在企业班组管理中的应用. 自动化学报, 2012, 38(4): 563-569)[25] Wang Fei-Yue, Liu De-Rong, Xiong Gang, Cheng Chang-Jian, Zhao Dong-Bin. Parallel control theory of complex systems and applications. Complex Systems and Complexity Science, 2012, (3): 1-12 (王飞跃, 刘德荣, 熊刚, 程长建, 赵冬斌. 复杂系统的平行控制理论及应用. 复杂系统与复杂性科学, 2012, (3): 1-12)[26] Wang Fei-Yue. Fundamental issues in research of computing with words and linguistic dynamic systems. Acta Automatica Sinica, 2005, 31(6): 844-852 (王飞跃. 词计算和语言动力学系统的基本问题和研究. 自动化学报, 2005, 31(6): 844-852)[27] Wang F Y. Social computing: concepts, contents, and methods. International Journal of Intelligent Control and Systems, 2004, 9(2): 91-96[28] Wang Fei-Yue, Li Xiaochen, Mao Wenji, Wang Tao. Social Computing: Methods and Applications. Hangzhou: Zhejiang University Press, 2012(王飞跃, 李晓晨, 毛文吉, 王涛. 社会计算的基本方法与应用. 杭州: 浙江大学出版社, 2012)
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出版历程
  • 收稿日期:  2013-01-14
  • 修回日期:  2013-01-30
  • 刊出日期:  2013-04-20

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