Raising Fairness Issue of Vehicle Routing Problem

• 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/18248/1/fairness.pdf; http://umpir.ump.edu.my/id/eprint/18248/7/fskkp-2016-saiful-Raising%20Fairness%20Issue%20of%20Vehicle1.pdf; http://umpir.ump.edu.my/id/eprint/18248/; https://doi.org/10.1109/ICITE.2016.7581299

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.