Optimization of railway operations using neural networks

Transportation Research Part C: Emerging Technologies

Volumn 4, Issue 1, 1996, Pages 33-49

  Martinelli, David R ^a   Teng, Hualiang ^a  

^a West Virginia University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; ARTIFICIAL INTELLIGENCE; DECISION MAKING; MATHEMATICAL PROGRAMMING; NEURAL NETWORKS; PROBLEM SOLVING; SCHEDULING;

RAILROAD SYSTEMS OPERATIONS; TRAIN FORMATION PROBLEM;

RAILROAD TRANSPORTATION;

NEURAL NETWORK; OPERATION OPTIMISATION; RAILWAY TRANSPORT; TRAINING PROCESS; TRANSPORT PLANNING;

EID: 0030079858     PISSN: 0968090X     EISSN: None     Source Type: Journal    
DOI: 10.1016/0968-090X(95)00019-F     Document Type: Article

References (11)

1. Assad, A.A.(1980) Modeling of rail networks: toward a routing/makeup model.Transpn Res. -B 14, 101-114.
2. Beckmann, M., McGuire, C. B. and Winsten, C. B. (1965) Studies in the Economics of Transportation, Published for the Cowles Commission for Research in Economics by Yale University Press, New Haven.
3. Crainic, T., Ferland, J. and Rousseau, J. (1984) A tactical planning model for rail freight transportation. Transpn. Sci. 18(2).
4. Dayhoff, J. E. (1990) Neural Network Architectures: An Introduction. Van Nostrand Reinhold.
5. Keaton, M. H. (1985) Optimizing railroad operations. Unpublished PhD dissertation at University of Wisconsin-Madison.
6. Keaton, M. H. (1989) Designing optimal railroad operating plans: lagrangian relaxation and heuristic approaches, Transpn Res.236B, 415-431.
7. Keaton, M. H. (1992) Designing railroad operation plans: a dual adjustment method for implementing lagrangian relaxation. Transpn Sci. 26(4).
8. Suzuki, S. (1973) A method of planning yard pass trains on a general network. Ope. Res. '72 (Edited by M. Ross),pp.353-361. North Holland Publishing Company, Amsterdam.
9. Thomet, M. A. (1971) A user-oriented freight railroad operating policy. IEEE Transactions on Systems, Man, and Cybernetics, SMC-1 (4).
10. Wei C. H. and Schonfeld, P. M. (1993) An artificial neural network approach for estimating multiperiod travel time in transportation networks, presented at the 71st Annual Meeting of the Transportation Research Board.
11. Xiong, Y. and Schneider, J. B. (1992) Transportation network design using a cumulative genetic algorithm and a neural network, presented at the 71 Annual Meeting of the Transportation Research Board.