Real-Time Combinatorial Optimization for Elevator Group Dispatching

被引:17
|
作者
Utgoff, Paul E. [1 ]
Connell, Margaret E. [1 ]
机构
[1] Ctr Intelligent Informat Retrieval, Dept Comp Sci, Amherst, MA USA
关键词
Dispatching; elevators; intelligent control; optimization methods; real time systems; ALGORITHM; SYSTEMS;
D O I
10.1109/TSMCA.2011.2157134
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
A new algorithm Minimize Vexation, version 10 (MV10) for managing the elevators of a group is presented. Cars are dispatched in a way that maximizes efficiency for all the individuals who use an elevator in the group of elevators. Much information about the individuals in the group is inferred or estimated, greatly aiding the decision making process. A variety of questions regarding novel components of the algorithm are posed, and the answers are provided by way of deep statistical analysis. Insights are offered into the nature of various objective functions and their effects on system performance. The service time of the MV10 algorithm compares favorably to that of known approaches to the problem, demonstrated again through statistical analysis. For comparison purposes and perspective, the elevator dispatching problem is recast in a separate system in which all individual travel plans are known ahead of time, giving an indication of the best attainable efficiency.
引用
收藏
页码:130 / 146
页数:17
相关论文
共 50 条
  • [21] Online simulation for a real-time route dispatching problem
    Schmidt, L.
    Gazmuri, P.
    JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2012, 63 (11) : 1492 - 1498
  • [22] Dispatching strategy of elevator group control system Based on policy-booking fuzzy optimization
    Yan Dongmei
    2014 IEEE INTERNATIONAL CONFERENCE ON INFORMATION AND AUTOMATION (ICIA), 2014, : 578 - 581
  • [23] Real-time truck dispatching using a transportation algorithm
    Michigan Technological Univ, Houghton, United States
    Int J Surf Min Reclam Environ, 4 (203-207):
  • [24] Real-Time Bid Optimization for Group-Buying Ads
    Balakrishnan, Raju
    Bhatt, Rushi P.
    ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2015, 5 (04) : 1 - 21
  • [25] An optimization model for the real-time truck dispatching problem in open-pit mining operations
    Mirzaei-Nasirabad, Hossein
    Mohtasham, Mehrnaz
    Askari-Nasab, Hooman
    Alizadeh, Behrooz
    OPTIMIZATION AND ENGINEERING, 2023, 24 (04) : 2449 - 2473
  • [26] An optimization model for the real-time truck dispatching problem in open-pit mining operations
    Hossein Mirzaei-Nasirabad
    Mehrnaz Mohtasham
    Hooman Askari-Nasab
    Behrooz Alizadeh
    Optimization and Engineering, 2023, 24 : 2449 - 2473
  • [27] Adaptive time-based dispatching of distributed real-time tasks
    Elsharkawy, SM
    Agrawala, AK
    Nadeem, TM
    PARALLEL AND DISTRIBUTED COMPUTING SYSTEMS, PROCEEDINGS, 2003, : 355 - 360
  • [28] Better cycle time and on-time delivery via real-time dispatching
    Pickerill, J
    SOLID STATE TECHNOLOGY, 2000, 43 (06) : 151 - +
  • [29] Combinatorial level densities by the real-time method
    Bertsch, G. F.
    Robledo, L. M.
    COMPUTER PHYSICS COMMUNICATIONS, 2014, 185 (12) : 3406 - 3411
  • [30] Combinatorial fusion criteria for real-time tracking
    Hsu, D. Frank
    Lyons, Damian M.
    Ai, Jizhou
    20TH INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS, VOL 1, PROCEEDINGS, 2006, : 831 - +