Solution to Chance Constrained Programming Problem in Swap Trailer Transport Organisation based on Improved Simulated Annealing Algorithm

Swap trailer transport organisation problem originates from the traditional vehicle routing problem (VRP). Most of the studies on the problems assume that the travelling times of vehicles are fixed values. In this paper, the uncertainties of driving times are considered and a chance constrained prog...

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Vydáno v:Applied mathematics and nonlinear sciences Ročník 5; číslo 1; s. 47 - 54
Hlavní autoři: Li, Tao, Yang, Wenyin
Médium: Journal Article
Jazyk:angličtina
Vydáno: Beirut Sciendo 01.01.2020
De Gruyter Brill Sp. z o.o., Paradigm Publishing Services
Témata:
90C05
random driving time
road transport
simulated annealing algorithm
swap trailer transport
tractor despatching
ISSN:2444-8656, 2444-8656
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Abstract Swap trailer transport organisation problem originates from the traditional vehicle routing problem (VRP). Most of the studies on the problems assume that the travelling times of vehicles are fixed values. In this paper, the uncertainties of driving times are considered and a chance constrained programming problem is proposed. An improved simulated annealing algorithm is used to solve the problem proposed. The model and algorithm described in this paper are studied through a case study, and the influence of uncertainty on the results is analysed. The conclusion of this study provides theoretical support for the practice of trailer pickup transport.
AbstractList Swap trailer transport organisation problem originates from the traditional vehicle routing problem (VRP). Most of the studies on the problems assume that the travelling times of vehicles are fixed values. In this paper, the uncertainties of driving times are considered and a chance constrained programming problem is proposed. An improved simulated annealing algorithm is used to solve the problem proposed. The model and algorithm described in this paper are studied through a case study, and the influence of uncertainty on the results is analysed. The conclusion of this study provides theoretical support for the practice of trailer pickup transport.
Author Yang, Wenyin
Li, Tao
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SubjectTerms 90C05
random driving time
road transport
simulated annealing algorithm
swap trailer transport
tractor despatching
Title Solution to Chance Constrained Programming Problem in Swap Trailer Transport Organisation based on Improved Simulated Annealing Algorithm
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