Solving optimisation problems using computer software

This report contains a summary and comparison of some of the different approaches which have been used to formulate and solve single-depot Vehicle Routing Problems (VRPs). The approaches studied in this report consist of exact approaches (Transformation of VRP to TSP and Branch-and-bound method), so...

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Bibliographic Details
Main Author: Wong, Sarah Elita Shi Yuan
Other Authors: Tai Kang
Format: Final Year Project (FYP)
Language:English
Published: 2018
Subjects:
Online Access:http://hdl.handle.net/10356/75772
Description
Summary:This report contains a summary and comparison of some of the different approaches which have been used to formulate and solve single-depot Vehicle Routing Problems (VRPs). The approaches studied in this report consist of exact approaches (Transformation of VRP to TSP and Branch-and-bound method), some of the more popular heuristic approaches (Clarke and Wright Savings Algorithm, Holmes and Parker, Fisher and Jaikumar), and a metaheuristic (Genetic Algorithm). In this project, we test out the applications of the combination of “Transformation of VRP to TSP” with Genetic Algorithm and to Microsoft Excel Solver, and “Vehicle Flow Formulation combined with Simplex Method” to obtain solutions for a single-depot VRP.