Genetic algorithm for controllers in elevator groups:: analysis and simulation during lunchpeak traffic

被引：65
作者：
Cortés, P [1 ]
Larrañeta, J [1 ]
Onieva, L [1 ]
机构：
[1] Univ Seville, Escuela Super Ingn Ingn Org, Seville 41092, Spain
来源：
APPLIED SOFT COMPUTING | 2004年 / 4卷 / 02期
关键词：
vertical traffic; genetic algorithm; elevator; controller; simulation; lunchpeak;
D O I：
10.1016/j.asoc.2003.11.002
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
A genetic algorithm (GAHCA) is proposed to control elevator groups of professional buildings. The genetic algorithm is compared with the universal controller algorithm in industry applications. In order to do so an ARENA simulation scenario has been generated during heavy lunchpeak traffic conditions. The results allow us to affirm that our genetic algorithm reaches a better performance attending to the system waiting times than traditional duplex algorithms. (C) 2004 Elsevier B. V. All rights reserved.
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收藏
页码：159 / 174
页数：16
相关论文
共 23 条
  • [1] Alander JT, 1995, ARTIFICIAL NEURAL NETS AND GENETIC ALGORITHMS, P400
  • [2] BAHJAT ZS, 1992, Patent No. 5168133
  • [3] BARNEY GC, 1985, ELEVATOR TRAFFIC ANA
  • [4] CRITES RH, 1996, ADV NEURAL INFORMATI, V8
  • [5] An elevator group control system with floor-attribute control method and system optimization using genetic algorithms
    Fujino, A
    Tobita, T
    Segawa, K
    Yoneda, K
    Togawa, A
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 1997, 44 (04) : 546 - 552
  • [6] GOLDBERG DE, 1989, PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON GENETIC ALGORITHMS, P70
  • [7] Gudwin R, 1998, 1998 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AT THE IEEE WORLD CONGRESS ON COMPUTATIONAL INTELLIGENCE - PROCEEDINGS, VOL 1-2, P481, DOI 10.1109/FUZZY.1998.687533
  • [8] Gudwin R. R., 1994, Proceedings of the First IEEE Conference on Evolutionary Computation. IEEE World Congress on Computational Intelligence (Cat. No.94TH0650-2), P742, DOI 10.1109/ICEC.1994.349964
  • [9] HAUPTMEIER D, 1999, 9908 SC K ZUS ZENTR
  • [10] KAMELI N, 1996, Patent No. 5480006
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