Raising Fairness Issue of Vehicle Routing Problem

Since fairness deals with the quality of distributing the jobs and creates an ambience that is free from any discrimination, any distribution management problem must take fairness issue into consideration. Again, since the Vehicle Routing Problem (VRP) is also a distribution management problem, a...

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Main Authors:	Azad, Saiful, Badia, Leonardo, Rahman, Md. Arafatur, Jasni, Mohamad Zain
Format:	Conference or Workshop Item
Language:	English English
Published:	IEEE 2016
Subjects:	QA75 Electronic computers. Computer science
Online Access:	http://umpir.ump.edu.my/id/eprint/18248/ http://umpir.ump.edu.my/id/eprint/18248/ http://umpir.ump.edu.my/id/eprint/18248/ http://umpir.ump.edu.my/id/eprint/18248/1/fairness.pdf http://umpir.ump.edu.my/id/eprint/18248/7/fskkp-2016-saiful-Raising%20Fairness%20Issue%20of%20Vehicle1.pdf

id	ump-18248
recordtype	eprints
spelling	ump-182482018-04-11T03:31:46Z http://umpir.ump.edu.my/id/eprint/18248/ Raising Fairness Issue of Vehicle Routing Problem Azad, Saiful Badia, Leonardo Rahman, Md. Arafatur Jasni, Mohamad Zain QA75 Electronic computers. Computer science Since fairness deals with the quality of distributing the jobs and creates an ambience that is free from any discrimination, any distribution management problem must take fairness issue into consideration. Again, since the Vehicle Routing Problem (VRP) is also a distribution management problem, any VRP solving algorithm must consider the fairness when solutions are explored. However, most of the proposed VRP solving algorithms do not take this issue into consideration. In this paper, we raise this issue with sufficient evidences. In this course of action, following contributions are made in this paper: i) fairness issue is raised analytically, and to support this, an extensive simulation campaign is performed, ii) the VRP is discussed through a practical application, namely Garbage Collection Problem (GCP), and later it is mathematically formulated, iii) a Genetic Algorithm (GA) is employed to explore feasible solutions for the given application (i.e., GCP), and iv) some future research directives are noted, which will help the researchers to extend this work. IEEE 2016-10-06 Conference or Workshop Item NonPeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/18248/1/fairness.pdf application/pdf en http://umpir.ump.edu.my/id/eprint/18248/7/fskkp-2016-saiful-Raising%20Fairness%20Issue%20of%20Vehicle1.pdf Azad, Saiful and Badia, Leonardo and Rahman, Md. Arafatur and Jasni, Mohamad Zain (2016) Raising Fairness Issue of Vehicle Routing Problem. In: IEEE International Conference on Intelligent Transportation Engineering (ICITE), 20-22 August 2016 , Singapore. pp. 13-17.. ISBN 978-1-4673-9048-4 https://doi.org/10.1109/ICITE.2016.7581299 10.1109/ICITE.2016.7581299
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English English
topic	QA75 Electronic computers. Computer science
spellingShingle	QA75 Electronic computers. Computer science Azad, Saiful Badia, Leonardo Rahman, Md. Arafatur Jasni, Mohamad Zain Raising Fairness Issue of Vehicle Routing Problem
description	Since fairness deals with the quality of distributing the jobs and creates an ambience that is free from any discrimination, any distribution management problem must take fairness issue into consideration. Again, since the Vehicle Routing Problem (VRP) is also a distribution management problem, any VRP solving algorithm must consider the fairness when solutions are explored. However, most of the proposed VRP solving algorithms do not take this issue into consideration. In this paper, we raise this issue with sufficient evidences. In this course of action, following contributions are made in this paper: i) fairness issue is raised analytically, and to support this, an extensive simulation campaign is performed, ii) the VRP is discussed through a practical application, namely Garbage Collection Problem (GCP), and later it is mathematically formulated, iii) a Genetic Algorithm (GA) is employed to explore feasible solutions for the given application (i.e., GCP), and iv) some future research directives are noted, which will help the researchers to extend this work.
format	Conference or Workshop Item
author	Azad, Saiful Badia, Leonardo Rahman, Md. Arafatur Jasni, Mohamad Zain
author_facet	Azad, Saiful Badia, Leonardo Rahman, Md. Arafatur Jasni, Mohamad Zain
author_sort	Azad, Saiful
title	Raising Fairness Issue of Vehicle Routing Problem
title_short	Raising Fairness Issue of Vehicle Routing Problem
title_full	Raising Fairness Issue of Vehicle Routing Problem
title_fullStr	Raising Fairness Issue of Vehicle Routing Problem
title_full_unstemmed	Raising Fairness Issue of Vehicle Routing Problem
title_sort	raising fairness issue of vehicle routing problem
publisher	IEEE
publishDate	2016
url	http://umpir.ump.edu.my/id/eprint/18248/ http://umpir.ump.edu.my/id/eprint/18248/ http://umpir.ump.edu.my/id/eprint/18248/ http://umpir.ump.edu.my/id/eprint/18248/1/fairness.pdf http://umpir.ump.edu.my/id/eprint/18248/7/fskkp-2016-saiful-Raising%20Fairness%20Issue%20of%20Vehicle1.pdf
first_indexed	2023-09-18T22:25:44Z
last_indexed	2023-09-18T22:25:44Z
_version_	1777415953814913024

Raising Fairness Issue of Vehicle Routing Problem

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