Title of article :
Multi-objective mathematical modeling of an integrated train makeup and routing problem in an Iranian railway company
Author/Authors :
Alikhani-Kooshkak, R. School of Industrial Engineering - Islamic Azad University South Tehran Branch, Tehran, Iran , Tavakkoli-Moghaddam, R. School of Industrial Engineering - University of Tehran, Tehran, Iran , Jamili, A. School of Industrial Engineering - University of Tehran, Tehran, Iran , Ebrahimnejad, S. Department of Industrial Engineering - Islamic Azad University Karaj Branch, Karaj, Iran
Pages :
15
From page :
3765
To page :
3779
Abstract :
Train formation planning faces two types of challenges, namely the determination of the number of cargo trains run known as the frequency of cargo trains and the formation of desired allocations of demands to a freight train. To investigate the issues of train makeup and train routing simultaneously, this multi-objective model optimizes the total prot, satisfaction level of customers, yard activities in terms of the total size of a shunting operation, and underutilized train capacity. In addition, this model considers guarantee for the yard-demand balance of ow, maximum and minimum limitations for the length of trains, maximum yard limitation for train formation, maximum yard limitation for operations related to shunting, maximum limitation for the train capacity, and upper limit of the capacity of each arc in passing trains. In this paper, a goal programming approach and an L p norm method are applied to the problem. Furthermore, a Simulated Annealing (SA) algorithm is designed. Some test problems are also carried out via simulation and solved using the SA algorithm. Furthermore, a sample investigation is carried out in a railway company in Iran. The ndings show the capability and performance of the proposed approach to solve the problems associated with a real rail network.
Keywords :
Train makeup and routing problem , Optimization with multiple objectives , L p norm , Goal-oriented optimization (GP) , Simulated annealing
Journal title :
Scientia Iranica(Transactions E: Industrial Engineering)
Serial Year :
2019
Record number :
2525100
Link To Document :
بازگشت