Particle swarm optimization: optimizing transportation cost problem / Siti Hafawati Jamaluddin ... [et al.]

Jamaluddin, Siti Hafawati and Mahmud, Norwaziah and Muhammat Pazil, Nur Syuhada and Ab Raji, Nurul Hidayah and Ghazali, Nurulain and Jusoh, Nordianah (2017) Particle swarm optimization: optimizing transportation cost problem / Siti Hafawati Jamaluddin ... [et al.]. Journal of Computing Research and Innovation (JCRINN), 2 (1). pp. 77-82. ISSN 2600-8793

Abstract

Transportation is literally defined as an act, process or instance of transporting or being transported. Many business organizations are relying on transportation in running their business. In these years, the transportation cost has increase from time to time and become a problem t o the organization to maintain the cost and profit. To overcome this problem, the optimization of cost is applied in order to make sure the business is in the right financial condition by finding the minimum cost of transporting a single commodity from a given number of sources to a given number of destinations. In this study the modified Particle Swarm Optimization is used to solve the Transportation Cost Problem (TCP) in finding the optimal solution of the amount of product transported with the minimum cost. The model of nonlinear cost function had been used throughout this study. As a result, the minimum cost of transportation is 340.69 with the amount of product transported 17, 15, 32, 16, and 20 following the arc A(x)={(1,5), (2,4), (2,6), (3,4), (3,5)} respectively.

Metadata

Item Type: Article
Creators:
Creators
Email / ID Num.
Jamaluddin, Siti Hafawati
UNSPECIFIED
Mahmud, Norwaziah
UNSPECIFIED
Muhammat Pazil, Nur Syuhada
UNSPECIFIED
Ab Raji, Nurul Hidayah
UNSPECIFIED
Ghazali, Nurulain
UNSPECIFIED
Jusoh, Nordianah
UNSPECIFIED
Subjects: H Social Sciences > HE Transportation and Communications > Transportation (General works). Communication and traffic
Q Science > QA Mathematics > Analysis
Divisions: Universiti Teknologi MARA, Perlis > Arau Campus > Faculty of Computer and Mathematical Sciences
Journal or Publication Title: Journal of Computing Research and Innovation (JCRINN)
UiTM Journal Collections: UiTM Journal > Journal of Computing Research and Innovation (JCRINN)
ISSN: 2600-8793
Volume: 2
Number: 1
Page Range: pp. 77-82
Keywords: Transportation Cost Problem, Particle Swarm Optimization, Optimization
Date: 2017
URI: https://ir.uitm.edu.my/id/eprint/54023
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