Multistage stochastic programming model for optimizing allocation of running time supplements

Bibliographic Details
Title: Multistage stochastic programming model for optimizing allocation of running time supplements
Authors: Takayuki SHIINA, Susumu MORITO, Jun IMAIZUMI
Source: Journal of Advanced Mechanical Design, Systems, and Manufacturing, Vol 10, Iss 3, Pp JAMDSM0043-JAMDSM0043 (2016)
Publisher Information: The Japan Society of Mechanical Engineers, 2016.
Publication Year: 2016
Collection: LCC:Mechanical engineering and machinery
Subject Terms: railway timetable, running time supplement, optimization, multistage stochastic programming, l-shaped method, Engineering machinery, tools, and implements, TA213-215, Mechanical engineering and machinery, TJ1-1570
More Details: We consider the allocation of a running time supplement to a railway timetable. Previously, Vekas et al. examined the optimal way to allocate the running time supplement. The uncertain disturbances in a railway were modeled using random variables. In their model, it was assumed that there was an upper limit to the total supplement, but its allocation was not restricted. In this paper, we suggest an improvement to the previous model and present a new stochastic programming model in which there is a constraint on the running time supplement allocated to each trip to minimize the expected delay. Then a solution algorithm to solve the problem is developed. In the previous model, allocation of the running time supplement was biased because it was not allocated to all trips. We balance the amounts of supplements for trips by adding upper and lower bounds. The uctuations of the supplements for trips become small, and the probability of a delay decreases using our new model. Then the calculation times using the L-shaped algorithm and the former method solving a deterministic equivalent of large-scale problems are compared. It is shown that the large-scale problems can be solved effectively by using the L-shaped method.
Document Type: article
File Description: electronic resource
Language: English
ISSN: 1881-3054
Relation: https://www.jstage.jst.go.jp/article/jamdsm/10/3/10_2016jamdsm0043/_pdf/-char/en; https://doaj.org/toc/1881-3054
DOI: 10.1299/jamdsm.2016jamdsm0043
Access URL: https://doaj.org/article/82c0151f6297459592d60b819cd05b57
Accession Number: edsdoj.82c0151f6297459592d60b819cd05b57
Database: Directory of Open Access Journals
More Details
ISSN:18813054
DOI:10.1299/jamdsm.2016jamdsm0043
Published in:Journal of Advanced Mechanical Design, Systems, and Manufacturing
Language:English