Multi-Objective Optimization Methods for Transportation Network Problems: Definition, Taxonomy, and Annotation

This article recapitulates literature research solving transportation problems and these variants, notably the multimodal transportation problems variants. Moreover, the existing optimization methods critiqued and synthesized their efficiency to solve the transportation problem. This problem can be...

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Published in:International journal of operations research and information systems Vol. 11; no. 1; pp. 1 - 36
Main Authors: Mnif, Mouna Gargouri, Bouamama, Sadok
Format: Journal Article
Language:English
Published: Hershey IGI Global 01.01.2020
Subjects:
Analysis
Case studies
Methods
Transportation industry
ISSN:1947-9328, 1947-9336
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Abstract This article recapitulates literature research solving transportation problems and these variants, notably the multimodal transportation problems variants. Moreover, the existing optimization methods critiqued and synthesized their efficiency to solve the transportation problem. This problem can be identified by various criteria and objectives functions that distinguished according to the case study. Based on the existing literature research, a taxonomy is proposed to distinguish different factors and criteria that perform and influence the multi-objective optimization on the transportation network planning problems. The transportation problems are cited according to these objective functions, and the variant of the problem by referring to the previous studies. In this article, the authors have focused their attention on a recent multi-objective mathematical model to solve the planning network of the multimodal transportation problem.
AbstractList This article recapitulates literature research solving transportation problems and these variants, notably the multimodal transportation problems variants. Moreover, the existing optimization methods critiqued and synthesized their efficiency to solve the transportation problem. This problem can be identified by various criteria and objectives functions that distinguished according to the case study. Based on the existing literature research, a taxonomy is proposed to distinguish different factors and criteria that perform and influence the multi-objective optimization on the transportation network planning problems. The transportation problems are cited according to these objective functions, and the variant of the problem by referring to the previous studies. In this article, the authors have focused their attention on a recent multi-objective mathematical model to solve the planning network of the multimodal transportation problem.
Audience Academic
Author Bouamama, Sadok
Mnif, Mouna Gargouri
AuthorAffiliation ENSI, University of Manouba COSMOS Laboratory, Manouba, Tunisia
Higher College of Technology DMC, Dubai, Tunisia
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  surname: Bouamama
  fullname: Bouamama, Sadok
  organization: Higher College of Technology DMC, Dubai, Tunisia
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SubjectTerms Analysis
Case studies
Methods
Transportation industry
Title Multi-Objective Optimization Methods for Transportation Network Problems: Definition, Taxonomy, and Annotation
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