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ITS » Master Theses » Teknik Industri - S2
Posted by tondoindra@gmail.com at 16/10/2014 16:24:59  •  1294 Views


PERENCANAAN LOGISTIK DISTRIBUSI BERAS DENGAN MENGGUNAKAN GENETIC ALGORITHM BENDER DECOMPOSITION STUDY KASUS BULOG JAWA TIMUR KHUSUS KABUPATEN NGANJUK

LOGISTIC PLANNING BY GENETIC ALGORITHM WITH BENDER DECOMPOSITION FOR RICE DISTRIBUTION A CASE OF BULOG AGENCY IN THE NGANJUK DISTRICT OF INDONESIA

Author :
FARKHANI, FARIKHAH  ( 2511203701 )




ABSTRAK

Badan Urusan Logistik BULOG adalah perusahaan yang di bawah pemerintah di Indonesia. BULOG khusus untuk menyelesaikan kasus distribusi beras dari Surabaya pusat ke daerah kabupaten nganjuk Jawa timur untuk studi kasus penelitian ini. Penelitian ini menggunakan vehicle routing problem with time windows VRPTW untuk kasus BULOG di Jawa Timur Indonesia. mixed-integer programming model yang diselesaikan dengan menggunakan genetic algorithm GA yang ditujukan untuk menyelesaikan perencanaan sistem pengiriman beras dari central BULOG ke Kabupaten Nganjuk Jawa Timur Indonesia. Metode GA hybrid dengan Bender decomposition BD digunakan sebagai solver untuk memininasi total biaya distribusi dengan mempertimbangkan time windows dan kapasitas kendaraan yang digunakan dalam proses pengiriman beras. Dalam penelitian ini menggunakan 4 model experiment permutation Benders Decomposition nave GA dan GA-BD yang digunakan untuk membandingkan efisinsi algoritma. Hasil distribusi terbaik dengan algoritma yang paling baik disajikan dalam bentuk Web-GIS.


ABSTRACT

The Bureau of Logistics Indonesian Badan Urusan LogistikBULOG is a government-owned company in Indonesia which deals with food distribution and price control. This study addresses a vehicle routing problem with time windows encountered by BULOG in the Nganjuk district of East Java Indonesia. Amixed-integer programming model and corresponding genetic algorithm GA is proposed to resolve the delivery plan of rice from a central BULOG through warehouses and sub-districts to poor villages in Nganjuk. The proposed GA is empowered by Bender decomposition BD as a solver to minimize the total cost of distribution while remains timely delivery and fulfills the vehicle fleet capacity. An exact VRPTW permutation VRPTW with BD nave GA and a GA-BD are used as the benchmarks to compare the efficiency of our proposed algorithm. The best route is presented in Web-GIS to facilitate BULOGs decision as planning their rice distribution



KeywordsBender decomposition; genetic algorithm; time windows; vehicle routing planning
 
Subject:  Barang -- Manajemen
Contributor
  1. Prof. Ir. I NYOMAN PUJAWAN, M.Eng, Ph.D.
Date Create: 01/08/2013
Type: Text
Format: PDF
Language: Indonesian
Identifier: ITS-Master-25003140000681
Collection ID: 25003140000681
Call Number: RTI 658.5 Far l


Source
Master Theses Of Industrial Engineering RTI 658.5 Far l, 2014

Coverage
ITS Community

Rights
Copyright @2013 by ITS Library. This publication is protected by copyright and per obtained from the ITS Library prior to any prohibited reproduction, storage in a re transmission in any form or by any means, electronic, mechanical, photocopying, reco For information regarding permission(s), write to ITS Library




[ Download - Open Access ]

  1.  ITS-Master-32543-2511203701-Abstract_id.pdf - 235 KB
  2.  ITS-Master-32543-2511203701-Abstract_en.pdf - 232 KB
  3.  ITS-Master-32543-2511203701-Conclusion.pdf - 232 KB




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