Optimization algorithms in scheduling problems of the rail transport

Optimization algorithms in scheduling problems of the rail transport

A problem of selection of the best schedule that assigns locomotives for trains is considered as part of the optimal transportation control problem for the rail transport. The primary attention is given to construction of the mathematical model for control of the transportation process based on the...

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Veröffentlicht in:Journal of communications technology & electronics 2015-06, Vol.60 (6), p.637-646
Hauptverfasser: Kuznetsov, N. A., Pashchenko, F. F., Ryabykh, N. G., Zakharova, E. M., Minashina, I. K.
Format: Artikel
Sprache:eng
Schlagworte:
Agents (artificial intelligence)
Algorithms
Analysis
Communications Engineering
Communications technology
Computational Methods
Control systems
Decision making
Engineering
Equipment and supplies
Expert systems
Genetic algorithms
Mathematical Models
Mathematical optimization
Mathematical programming
Networks
Optimization
Optimization algorithms
Railroad transportation
Railroads
Rails
Schedules
Scheduling
Software
Stochastic models
Studies
Trains
Transport
Transportation
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Beschreibung
Zusammenfassung:A problem of selection of the best schedule that assigns locomotives for trains is considered as part of the optimal transportation control problem for the rail transport. The primary attention is given to construction of the mathematical model for control of the transportation process based on the technology of multi-agent systems and its subsequent optimization with the use of stochastic and genetic algorithms.
ISSN:1064-2269
1555-6557
DOI:10.1134/S1064226915060121