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...
| Main Authors: | , , , |
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| Format: | Conference or Workshop Item |
| Language: | English English |
| Published: |
IEEE
2016
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| Subjects: | |
| Online Access: | 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 |
| _version_ | 1825823838439473152 |
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| 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 |
| collection | UMP |
| 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. |
| first_indexed | 2024-03-06T12:17:05Z |
| format | Conference or Workshop Item |
| id | UMPir18248 |
| institution | Universiti Malaysia Pahang |
| language | English English |
| last_indexed | 2024-03-06T12:17:05Z |
| publishDate | 2016 |
| publisher | IEEE |
| record_format | dspace |
| spelling | UMPir182482018-04-11T03:31:46Z 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 (Published) https://doi.org/10.1109/ICITE.2016.7581299 10.1109/ICITE.2016.7581299 |
| spellingShingle | QA75 Electronic computers. Computer science Azad, Saiful Badia, Leonardo Rahman, Md. Arafatur Jasni, Mohamad Zain Raising Fairness Issue of Vehicle Routing Problem |
| title | 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_short | Raising Fairness Issue of Vehicle Routing Problem |
| title_sort | raising fairness issue of vehicle routing problem |
| topic | QA75 Electronic computers. Computer science |
| url | 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 |
| work_keys_str_mv | AT azadsaiful raisingfairnessissueofvehicleroutingproblem AT badialeonardo raisingfairnessissueofvehicleroutingproblem AT rahmanmdarafatur raisingfairnessissueofvehicleroutingproblem AT jasnimohamadzain raisingfairnessissueofvehicleroutingproblem |