A REVIEW OF SINGLE AND POPULATION-BASED METAHEURISTIC ALGORITHMS SOLVING MULTI DEPOT VEHICLE ROUTING PROBLEM
Journal Title: International Journal of Software Engineering and Computer Systems - Year 2018, Vol 4, Issue 2
Abstract
Multi-Depot Vehicle Routing Problem (MDVRP) arises with rapid development in the logistics and transportation field in recent years. This field, mainly, faces challenges in arranging their fleet efficiently to distribute the goods to customers by minimizing distance and cost. Therefore, the decision maker needs to specify the vehicles to reach the particular depot which, serves the customers with the predetermined capacity. Hence, to solve the stated problems, there is a need to apply metaheuristic methods to get minimal transportation costs. This article reviews on single and population-based metaheuristic methods solving MDVRP from the year 2013 until 2018. The methods discussed were simulated annealing (SA), variable neighborhood search (VNS), ant colony algorithm (ACO), particle swarm optimization (PSO) and genetic algorithm (GA). From the previous works, it can be concluded that the application of populationbased metaheuristic gives better solutions in solving MDVRPs.
Authors and Affiliations
Keywords
Related Articles
- EP ID EP597404
- DOI -
- Views 88
- Downloads 0
A DEVELOPED NETWORK LAYER HANDOVER BASED WIRELESS NETWORKS
This paper proposes an Advanced Mobility Handover (AMH) scheme based on Wireless Local Area Networks (WLANs) by developing a network layer handover procedure which triggers messages to be sent to the next access point. T...
A NEW FRAMEWORK FOR PREDICTING THE IMPACT OF TRAFFIC ON THE PERFORMANCE OF MOBILE AD-HOC NETWORK (MANET): USING REGRESSION AS DATA MINING APPROACH
With the rapid technological advances in wireless communication and the increasing of usage of portable computing devices, it is expected that mobile ad hoc networks are increasingly developed towards enhancing the flexi...
IDENTIFICATION AND QUANTIFICATION OF FACTORS AFFECTING REUSABILITY OF OPEN SOURCE SOFTWARE IN REUSE-INTENSIVE SOFTWARE DEVELOPMENT
Open Source Software (OSS) is one of the emerging areas in software engineering. Reuse of OSS is employed in reuse-intensive software development such as Component Based Software Development and Software Product Lines. O...
IMPLEMENTING COMBINED FSM WITH CPLDS
The subject of the research in this article is the logic circuit of the combined finite state machine (CFSM), which combines the functions of the both FSM Mealy and Moore. In practice, such a model of control automata is...
MANAGING BUILDING CHECKIST PLANS USING BUSCLIS
This paper presents the software namely Building Submission Checklist System (BUSCLIS). It has been developed to manage the submission of building checklist plans process in the construction industry. BUSCLIS helps to si...