Article Per Year (5 Year)
p-Index From 2020 - 2025
2.757
P-Index
This Author published in this journals
All Journal JISI UMJ (Jurnal Integrasi Sistem Industri UMJ) OPERATION EXCELLENCE: Journal of Applied Industrial Engineering Jurnal Komunikasi Profesional Jurnal Riset Teknologi Pencegahan Pencemaran Industri Universal Journal of Science and Technology Majority Science Journal Nomico journal of Renewable Engineering Journal of Pharmacopoeia
Chin, Jacky
Universitas Mercu Buana
Aerospace Engineering Arts Humanities Automotive Engineering Chemical Engineering, Chemistry & Bioengineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Materials Science & Nanotechnology Mechanical Engineering Medicine & Pharmacology Social Sciences Veterinary Other

Published : 18 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 1 Documents
Search
Journal : Universal Journal of Science and Technology

 1 
Application of Particle Optimization and Genetic Algorithms (GA) Method in Fleet Transportation Systems of two-wheeled automotive industry Hery Sumardiyanto; Jacky Chin
UJoST- Universal Journal of Science and Technology Vol. 2 No. 1 (2023): March 2023
Publisher : Faculty of Science and Technology University of Pramita Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11111/ujost.v2i1.115

Abstract

One of the activities in the two-wheeled automotive industry is the process of sending components or parts from suppliers to motorcycle assembly plants. Delivery of parts using the fleet of each supplier. Along with the increase in market demand, the demand for components to suppliers is also increasing. This has an impact on increasing the number and frequency of fleets entering the factory area, besides that there is also an increase in transportation costs. This study aims to make the efficiency of the number, frequency and cost of fleet transportation by using the Milkrun approach and VRP (Vehicle Routing Problem). To get optimal results, the PSO (Particle Swarm Optimization) and GA (Genetic Algorithm) methods are used by utilizing the Matlab 2022 software. This research involved 40 suppliers, Logistic Partners and motorcycle assembly factories. The results of this study showed better results, namely before the research the number of fleets was 40 units and the frequency of 40 shipments with a total shipping cost of IDR 2,769,330, while after the research with the PSO optimization method the fleet number was 5 units and the frequency of 8 shipments with a total shipping cost of IDR 2,679,113. For GA optimization, the number of fleets is 4 units and the frequency is 8 times of delivery with a total shipping cost of IDR 2,000,058.
Co-Authors Achmad Daeng GS Ahsani, Apt. Irfan Dafid Mega Saputra Daruki Daruki Djamal, Mansyur Fadilah, Hafid Firayani, Firayani Gerdha Erlinda Sari Lapoliwa GS , Achmad Daengs Hardianto Iridiastadi Herlina Herlina Herlina Herlina Hery Sumardiyanto Indrawati Indrawati Indrawati Irwanto, Miko Mei Ismail, Rendi Isra Muksin Judijanto, Loso Karyaningsih Karyaningsih Lapoliwa, Gerdha Erlinda Sari Margono , Budi Muhamad Azis Firdaus Pasha, Vebina Sheila Pattiruhu, Claudia Monique Prabowo, Tyan Ludiana Rendi Susiswo Ismail Risdianto, Anauta Lungiding Angga Rosalia, Olyvia Saputra, Rahmad Surya Hadi Singgih Juniawan Suardi, Soni Supiati Supiati Syah, Sultan Thohirin, Muh Tyan Ludiana Prabowo Uti Roysen Yan Kurnia Hadi Yulianti Yunus Arifien