Jurnal Pengembangan Teknologi Informasi dan Ilmu Komputer
Vol 2 No 10 (2018): Oktober 2018

Penerapan Algoritma Evolution Strategies Dalam Permasalahan VRPTW Pada Optimasi Pendistribusian Pupuk

Lalu Muhammad Ivan Natania (Fakultas Ilmu Komputer, Universitas Brawijaya)
Randy Cahya Wihandika (Fakultas Ilmu Komputer, Universitas Brawijaya)
Suprapto Suprapto (Fakultas Ilmu Komputer, Universitas Brawijaya)



Article Info

Publish Date
13 Feb 2018

Abstract

Distribution is one of important aspects of marketing. Distribution is a process of transporting goods to consumers by supplier. Without good planning, the distribution process cause loss and damages for the distributor and also the retailers. The loss could be form the cost of fuel and also the time consumed. As for the retailers, goods supply is a crucial element for their business process. To minimize loss, a system is needed to determine the route of delivery with distance and service time as consideration due to limited capacity of container. Vehicle Routing Problem with Time Windows (VRPTW) is the main issue of this research. VRPTW needs great computational processing to deliver good quality of solution. Therefor methods are required to manage and solve the VRPTW issue. Evolution Strategies algorithm is one of many that could be use as a solution of this matters. Based on the experiments, the highest fitness is 0,52421 where the population size is 100, the offsprings size is 10, the generations size is 100, and the SP value is 5. The lowest fitness is 0,45145 where the offspring size is 1, populations size is 100, the generations size is 50, and the SP value is 3.

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Journal Info

Abbrev

j-ptiik

Publisher

Subject

Computer Science & IT Control & Systems Engineering Education Electrical & Electronics Engineering Engineering

Description

Jurnal Pengembangan Teknlogi Informasi dan Ilmu Komputer (J-PTIIK) Universitas Brawijaya merupakan jurnal keilmuan dibidang komputer yang memuat tulisan ilmiah hasil dari penelitian mahasiswa-mahasiswa Fakultas Ilmu Komputer Universitas Brawijaya. Jurnal ini diharapkan dapat mengembangkan penelitian ...