A multi-objective genetic algorithm designed for energy saving of the elevator system with complete information

2010 IEEE International Energy Conference and Exhibition, EnergyCon 2010

Volumn , Issue , 2010, Pages 126-130

  Hu, Zhangyong ^a   Liu, Yaowu ^a   Su, Qiang ^b   Huo, Jiazhen ^b  

^a SHANGHAI JIAO TONG UNIVERSITY   (China)

^b TONGJI UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

COMPLETE INFORMATION; ELEVATOR CONTROL; ELEVATOR SYSTEMS; ENERGY CONSUMPTION MODEL; GROUP CONTROL; MULTI-OBJECTIVE GENETIC ALGORITHM; REAL-TIME DATA; SCHEDULING PROCESS; SIMULATION PLATFORM; TIME CONSUMPTION; WAITING-TIME;

ENERGY CONSERVATION; ENERGY UTILIZATION; GENETIC ALGORITHMS; MULTIOBJECTIVE OPTIMIZATION;

ELEVATORS;

EID: 79958245396     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ENERGYCON.2010.5771661     Document Type: Conference Paper

References (12)

1. P. Cortés, J. Larrañeta, and L. Onieva, "Genetic algorithm for controllers in elevator groups: analysis and simulation during lunch-peak traffic," Applied Soft Computing, vol. 4, 2004, pp.159-174. (Pubitemid 38625771)
2. Aiying Rong, Henri Hakonen, and Risto Lahdelma, "Estimated time of arrival (ETA) based elevator group control algorithm with more accurate estimation," TUCS Technical Report No 584, ISBN 952-12-1289-6, ISSN 1239-1891, 2003.
3. C. Kim, K.A. Seong, H. Lee-kwang, "Design and implementation of a fuzzy elevator group control system," Proc. IEEE Trans. Syst., Man Cybern. 1998, pp. 277-287. (Pubitemid 128752061)
4. S. Tsuji, M. Amano, and S. Hikita, "Application of the expert system to elevator group supervisory control," in IEEE Proc. 5th Conf. Artificial Intell. Applicat, 1989, pp. 287-294.
5. Robert Crites and Andrew G. Barto, "Elevator group control using multiple reinforcement learning agents," Machine Learning, vol. 33, 1998, pp.235-262. (Pubitemid 128522644)
6. A. Fujino, T. Tobita, K. Segawa, K. Yoneda, A. Togawa, "An elevator group control system with floor-attribute control meted and system optimization using genetic algorithms," IEEE Trans. Ind. Electron. vol.44 (4), 1997, pp.546-552. (Pubitemid 127828683)
7. Tapio Tyni and Jari Ylinen, "Evolutionary bi-objective optimisation in the elevator car routing problem," European J. Oper. Res, vol.169 2006, pp.960-977. (Pubitemid 41492026)
8. S. Tanaka, Y. Uraguchi, and M. Araki. "Dynamic optimization of the operation of single-car elevator systems with destination hall call registration: Parts I and II." European J. Oper. Res. vol. 167(2), 2005, pp.550-587.
9. Strakosch, G R. The vertical transportation handbook, John Wiley & Sons Inc, 1998.
10. Barney, G C. Elevator traffic handbook: theory and practice, Taylor & Francis, 2003.
11. Mitchell, M. An introduction to genetic algorithms, The MIT press, 1998).
12. Crites, R. H. and A. G Barto. "Improving elevator performance using reinforcement learning." Advances in Neural Information Processing Systems 8, 1996.