Simulation of pedestrian flows by optimal control and differential games

被引:201
|
作者
Hoogendoorn, S [1 ]
Bovy, PHL [1 ]
机构
[1] Delft Univ Technol, Fac Civil Engn & Geosci, Transportat Planning & Traff Engn Sect, Delft, Netherlands
来源
关键词
walker model; differential games; feedback control; micro-simulation;
D O I
10.1002/oca.727
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Gaining insights into pedestrian flow operations and assessment tools for pedestrian walking speeds and comfort is important in, for instance, planning and geometric design of infrastructural facilities, as well as for management of pedestrian flows under regular and safety-critical circumstances. Pedestrian flow operations are complex, and vehicular flow simulation modelling approaches are generally not applicable to pedestrian flow modelling. This article focusses on pedestrian walking behaviour theory and modelling. It is assumed that pedestrians are autonomous predictive controllers that minimize the subjective predicted cost of walking. Pedestrians predict the behaviour of other pedestrians based on their observations of the current state as well as predictions of the future state, given the assumed walking strategy of other pedestrians in their direct neighbourhood. As such, walking can be represented by a (non-co-operative or co-operative) differential game, where pedestrians may or may not be aware of the walking strategy of the other pedestrians. Copyright (C) 2003 John Wiley Sons, Ltd.
引用
收藏
页码:153 / 172
页数:20
相关论文
共 50 条
  • [1] Optimal control and differential games
    Dawid, H
    Feichtinger, G
    Hartl, RF
    [J]. ANNALS OF OPERATIONS RESEARCH, 1999, 88 : U1 - U3
  • [2] Simulation of pedestrian flows for traffic control systems
    Baerwolff, G.
    Chen, M.-J.
    Schwandt, H.
    Slawig, T.
    [J]. Proceedings of the Sixth International Conference on Information and Management Sciences, 2007, 6 : 708 - 714
  • [3] Simulation of pedestrian flows for traffic control systems
    Baerwolff, G.
    Slawig, T.
    Schwandt, H.
    [J]. PROCEEDING OF THE SEVENTH INTERNATIONAL CONFERENCE ON INFORMATION AND MANAGEMENT SCIENCES, 2008, 7 : 360 - 374
  • [4] H∞-optimal control with differential games for optimal decentralised control
    El-Shahat, I.A.
    [J]. Advances in Modelling and Analysis C, 2006, 61 (1-2): : 33 - 41
  • [5] THE PEDESTRIAN PRINCIPLE FOR DIFFERENTIAL GAMES
    Stockbridge, Richard H.
    Zheng, Ziyu
    [J]. INTERNATIONAL GAME THEORY REVIEW, 2006, 8 (04) : 715 - 737
  • [6] Optimal control in differential games with nonfixed termination
    Ostapenko, V.V.
    Kolesnik, D.V.
    [J]. Kibernetika i Sistemnyj Analiz, 2002, (06): : 168 - 172
  • [7] Singular characteristics in optimal control and differential games
    Melikyan, AA
    [J]. NONLINEAR CONTROL SYSTEMS DESIGN 1998, VOLS 1& 2, 1998, : 97 - 99
  • [8] DIFFERENTIAL-GAMES AND OPTIMAL-CONTROL THEORY
    DESPINADEL, VW
    [J]. MODERN OPTIMAL CONTROL: A CONFERENCE IN HONOR OF SOLOMON LEFSCHETZ AND JOSEPH P LASALLE, 1989, 119 : 341 - 358
  • [9] ON ADMISSIBLE SYNTHESIS IN OPTIMAL CONTROL THEORY AND DIFFERENTIAL GAMES
    MIRICA, S
    [J]. SIAM JOURNAL ON CONTROL, 1969, 7 (02): : 292 - &
  • [10] Optimal Control in Differential Games with Nonfixed Termination Time
    V. V. Ostapenko
    D. V. Kolesnik
    [J]. Cybernetics and Systems Analysis, 2002, 38 (6) : 932 - 934