System dynamics modeling: Tools for learning in a complex world

被引:644
|
作者
Sterman, JD [1 ]
机构
[1] MIT, Alfred P Sloan Sch Management, Cambridge, MA 02139 USA
[2] MIT, Syst Dynam Grp, Cambridge, MA 02139 USA
关键词
D O I
10.2307/41166098
中图分类号
F [经济];
学科分类号
02 ;
摘要
Today's problems often arise as unintended consequences of yesterday's solutions. Business and public policy settings suffer from policy resistance, the tendency for well-intentioned interventions to be defeated by the response of the system to the intervention itself. Just as an airline uses flight simulators to help pilots learn, system dynamics enables us to create management flight simulators to avoid policy resistance and design more effective policies. System dynamics is also a process for working with high-level teams designed to improve the chances for implemented results. This article discusses how system dynamics can be used effectively to design high-leverage policies for sustainable improvement and introduces the next three articles in this issue discussing the application of system dynamics to a variety of critical issues facing business leaders today.
引用
收藏
页码:8 / +
页数:19
相关论文
共 50 条
  • [1] Modeling Transcriptome Dynamics in a Complex World
    Jaeger, Philipp A.
    Doherty, Colleen
    Ideker, Trey
    [J]. CELL, 2012, 151 (06) : 1161 - 1162
  • [2] LEARNING ALGORITHM FOR MODELING COMPLEX SPATIAL DYNAMICS
    MEYER, TP
    RICHARDS, FC
    PACKARD, NH
    [J]. PHYSICAL REVIEW LETTERS, 1989, 63 (16) : 1735 - 1738
  • [4] Modeling and simulation of complex maintenance system dynamics
    Yin Xiaohu
    Wen Xisen
    Qian Yanling
    Yang Yongmin
    [J]. PROCEEDINGS OF THE 26TH CHINESE CONTROL CONFERENCE, VOL 5, 2007, : 487 - +
  • [5] SLICING A COMPLEX PROBLEM FOR SYSTEM DYNAMICS MODELING
    SAEED, K
    [J]. SYSTEM DYNAMICS REVIEW, 1992, 8 (03) : 251 - 261
  • [6] Discovering Complex System Dynamics with Intelligent Data Retrieval Tools
    Skulimowski, Andrzej M. J.
    [J]. INTELLIGENT SCIENCE AND INTELLIGENT DATA ENGINEERING, ISCIDE 2011, 2012, 7202 : 614 - 626
  • [7] Business dynamics: Systems thinking and modeling for a complex world.
    Bayer, S
    [J]. INTERFACES, 2004, 34 (04) : 324 - 326
  • [8] MODELING CROWD DYNAMICS FROM A COMPLEX SYSTEM VIEWPOINT
    Bellomo, Nicola
    Piccoli, Benedetto
    Tosin, Andrea
    [J]. MATHEMATICAL MODELS & METHODS IN APPLIED SCIENCES, 2012, 22
  • [9] Modeling electronic money dynamics: a complex system perspective
    Sun, Hao
    Chai, Yueting
    Liu, Yi
    [J]. PROCEEDINGS OF THE ICEBE 2008: IEEE INTERNATIONAL CONFERENCE ON E-BUSINESS ENGINEERING, 2008, : 385 - 389
  • [10] Adaptive learning of effective dynamics for online modeling of complex systems
    Kicic, Ivica
    Vlachas, Pantelis R.
    Arampatzis, Georgios
    Chatzimanolakis, Michail
    Guibas, Leonidas
    Koumoutsakos, Petros
    [J]. COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2023, 415