Optimal control for traffic flow networks

被引:86
|
作者
Gugat, M [1 ]
Herty, M
Klar, A
Leugering, G
机构
[1] FAU Erlangen Nurnberg, Inst Angew Math, Erlangen, Germany
[2] TU Darmstadt, Fachbereich Math, Darmstadt, Germany
关键词
traffic flows; networks; hyperbolic systems; adjoint systems;
D O I
10.1007/s10957-005-5499-z
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
We consider traffic flow models for road networks where the flow is controlled at the nodes of the network. For the analytical and numerical optimization of the control, the knowledge of the gradient of the objective functional is useful. The adjoint calculus introduced below determines the gradient in two ways. We derive the adjoint equations for the continuous traffic flow network model and derive also the adjoint equations for a discretized model. Numerical examples for the solution of problems of optimal control for traffic flow networks are presented.
引用
收藏
页码:589 / 616
页数:28
相关论文
共 50 条
  • [1] Optimal Control for Traffic Flow Networks
    M. Gugat
    M. Herty
    A. Klar
    G. Leugering
    [J]. Journal of Optimization Theory and Applications, 2005, 126 : 589 - 616
  • [2] INTEGRATED OPTIMAL FLOW-CONTROL IN TRAFFIC NETWORKS
    BANOS, JCM
    PAPAGEORGIOU, M
    SCHAFFNER, C
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1993, 71 (02) : 317 - 323
  • [3] On Distributed Computation of Optimal Control of Traffic Flow over Networks
    Ba, Qin
    Savla, Ketan
    [J]. 2016 54TH ANNUAL ALLERTON CONFERENCE ON COMMUNICATION, CONTROL, AND COMPUTING (ALLERTON), 2016, : 1102 - 1109
  • [4] Optimal control laws for traffic flow
    Aihara, K.
    Ito, K.
    Nakagawa, J.
    Takeuchi, T.
    [J]. APPLIED MATHEMATICS LETTERS, 2013, 26 (06) : 617 - 623
  • [5] Optimal mainstream traffic flow control of large-scale motorway networks
    Carlson, Rodrigo C.
    Papamichail, Ioannis
    Papageorgiou, Markos
    Messmer, Albert
    [J]. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2010, 18 (02) : 193 - 212
  • [6] OPTIMAL CONTROL OF URBAN AIR POLLUTION RELATED TO TRAFFIC FLOW IN ROAD NETWORKS
    Alvarez-Vazquez, Lino J.
    Garcia-Chan, Nestor
    Martinez, Aurea
    Vazquez-Mendez, Miguel E.
    [J]. MATHEMATICAL CONTROL AND RELATED FIELDS, 2018, 8 (01) : 177 - 193
  • [7] Optimal Transport in Multilayer Networks for Traffic Flow Optimization
    Ibrahim, Abdullahi Adinoyi
    Lonardi, Alessandro
    De Bacco, Caterina
    [J]. ALGORITHMS, 2021, 14 (07)
  • [8] Optimal flow control for AUV networks
    Napoli, JT
    Tarn, TJ
    [J]. 2001 IEEE/ASME INTERNATIONAL CONFERENCE ON ADVANCED INTELLIGENT MECHATRONICS PROCEEDINGS, VOLS I AND II, 2001, : 1285 - 1290
  • [9] Traffic Flow Control in Vehicular Communication Networks
    Liu, Teng
    Abouzeid, Alhussein A.
    Julius, A. Agung
    [J]. 2017 AMERICAN CONTROL CONFERENCE (ACC), 2017, : 5513 - 5518
  • [10] Real-time Optimal Control of Traffic Flow Based on Fuzzy Wavelet Neural Networks
    Guan, Hai-shuang
    Ma, Wen-ge
    Wang, Qiu-ping
    [J]. ICNC 2008: FOURTH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, VOL 2, PROCEEDINGS, 2008, : 509 - +