Usulan Rute Pendistribusian Gas LPG Menggunakan Algoritma Djikstraa dan Algoritma Genetika Pada Model CGVRP

Determining the route of distribution of goods for companies is an important aspect to consider. The distribution of 3kg LPG gas at one of the companies in Bandung City does not yet have an optimal route. However, in previous research, a shorter route has been obtained with the Sweep algorithm, which is 118.85 km. The research continued using the CGVRP model with the Djikstraa and Genetics algorithms. CGVRP is the determination of the shortest route using customer clusters. The Djikstraa algorithm is a route determination between 2 points from the starting point to the destination point. A distance of 114.779 km was obtained using the Djikstraa algorithm. Genetic Algorithm is the determination of the shortest route by reducing the attributes that are less dominant. A distance of 112 km was obtained using the Genetic algorithm. This shows a reduction in the total distribution mileage of 5.85 km compared to the completion of the sweep algorithm in previous studies. The amount of this reduction is large enough to save the company's costs by 4.93%. Keywords: CGVRP, CVRP, Djikstraa, Genetika, Sweep Algorithm

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Publication Details

Journal
Jurnal Rekayasa Sistem Industri
Published
2025-04-29
DOI
https://doi.org/10.26593/jrsi.v14i1.8491.131-145
Primary Topic
Computer Science and Engineering
Type
article
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article

Usulan Rute Pendistribusian Gas LPG Menggunakan Algoritma Djikstraa dan Algoritma Genetika Pada Model CGVRP

Putri Oktaviani, Intan Permata Dalnis, Eri Wirdianto
Jurnal Rekayasa Sistem Industri
Computer Science and Engineering
article

Usulan Rute Pendistribusian Gas LPG Menggunakan Algoritma Djikstraa dan Algoritma Genetika Pada Model CGVRP

Putri Oktaviani, Intan Permata Dalnis, Eri Wirdianto
article en

Abstract

Determining the route of distribution of goods for companies is an important aspect to consider. The distribution of 3kg LPG gas at one of the companies in Bandung City does not yet have an optimal route. However, in previous research, a shorter route has been obtained with the Sweep algorithm, which is 118.85 km. The research continued using the CGVRP model with the Djikstraa and Genetics algorithms. CGVRP is the determination of the shortest route using customer clusters. The Djikstraa algorithm is a route determination between 2 points from the starting point to the destination point. A distance of 114.779 km was obtained using the Djikstraa algorithm. Genetic Algorithm is the determination of the shortest route by reducing the attributes that are less dominant. A distance of 112 km was obtained using the Genetic algorithm. This shows a reduction in the total distribution mileage of 5.85 km compared to the completion of the sweep algorithm in previous studies. The amount of this reduction is large enough to save the company's costs by 4.93%. Keywords: CGVRP, CVRP, Djikstraa, Genetika, Sweep Algorithm

Jurnal Rekayasa Sistem IndustriVol. 14(1)
Andalas University (ID)
Openalex Percentile: Top 96%
Computer Science and Engineering
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