Mathematical Programming and Solution Approaches for Transportation Optimisation in Supply Network
Open Access
Abstract
The problem of transport is a special type of mathematical programming designed to search for the optimal distribution network, taking into account the set of suppliers and the set of recipients. This article proposes an innovative approach to solving the transportation problem and devises source codes in GNU Octave (version 3.4.3) to avoid the necessity of carrying out enormous calculations in traditional methods and to minimize transportation costs, fuel consumption, and CO emission. The paper presents a numerical example of a solution to the transportation problem using: the northwest corner, the least cost in the matrix, the row minimum, and Vogel’s Approximation Methods (VAM). The joint use of mathematical programming and optimization was applicable to real conditions. The transport was carried out with medium load trucks. Both suppliers and recipients of materials were located geographically within the territory of the Republic of Poland. The presented model was supported by a numerical example with interpretation and visualization of the obtained results. The implementation of the proposed solution enables the user to develop an optimal transport plan for individually defined criteria.
Keywords
Funding Information
- Wojskowa Akademia Techniczna (No.878/WAT/2021)
This publication has 41 references indexed in Scilit:
- Dynamic Speed Optimization in Supply Chains with Stochastic DemandTransportation Science, 2016
- A speed and departure time optimization algorithm for the pollution-routing problemEuropean Journal of Operational Research, 2015
- An efficient heuristic to obtain a better initial feasible solution to the transportation problemApplied Soft Computing, 2015
- New methodology to find initial solution for transportation problems: a case study with fuzzy parametersApplied Mathematical Sciences, 2015
- A heuristic solution technique to attain the minimal total cost bounds of transporting a homogeneous product with varying demands and suppliesEuropean Journal of Operational Research, 2014
- A computational study on the number of iterations to solve the transportation problemApplied Mathematical Sciences, 2014
- The integrated inventory model with the transportation cost and two-level trade credit in supply chain managementComputers & Mathematics with Applications, 2012
- EXPERIMENTAL ANALYSIS OF SOME VARIANTS OF VOGEL'S APPROXIMATION METHODAsia-Pacific Journal of Operational Research, 2004
- A perturbation method for solving linear semi-infinite programming problemsComputers & Mathematics with Applications, 1999
- A Heuristic for Obtaining and Initial Solution for the Transportation ProblemJournal of the Operational Research Society, 1990