The Determination Of Optimal Inventory Using Markov Chain

The complication of inventory is a crucial problem for the company because inventory is one of the valuable assets for the company. The existence of inventory control is needed so the inventory levels that exist within the company is not in very large (optimal) therefore the costs incurred by the co...

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Main Authors: Novie Novie, Haryadi Sarjono
Format: Article
Language:English
Published: Universitas Airlangga 2016-09-01
Series:Jurnal Manajemen Teori dan Terapan
Online Access:https://e-journal.unair.ac.id/JMTT/article/view/2658
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spelling doaj-c57d84cd9bd1426c9b93aa1fea56b14a2020-12-04T02:06:11ZengUniversitas AirlanggaJurnal Manajemen Teori dan Terapan1979-36502548-21492016-09-016110.20473/jmtt.v6i1.26581901The Determination Of Optimal Inventory Using Markov ChainNovie Novie0Haryadi Sarjono1BINUS UniversityBINUS UniversityThe complication of inventory is a crucial problem for the company because inventory is one of the valuable assets for the company. The existence of inventory control is needed so the inventory levels that exist within the company is not in very large (optimal) therefore the costs incurred by the company can be suppressed as minimum as possible. PT NM is a company engaged in spare parts, especially branded cars in West Jakarta. The level of inventories of goods owned by  these  companies is high because The company did not want to experience stock out of stock but on one side the stock is large enough so the costs incurred  by  companies  such as storage costs of goods becomes even greater. In order to control inventory levels, this study uses a Markov Chain method that can identify optimal inventory level and the expectation of profits earned per month by making estimates of the future demand a previous demand. From the research results shows expectation of profit of each state starting from state 2 to state 10 is Rp 13.146,98921; Rp 12.246,94064; Rp 11.346,61466; Rp 10.444,64569; Rp 9.534,074035; Rp 8.584,408534; Rp 7.484,413248; Rp 5.913,288143; Rp 3.211,609986,-. While the profit expectations that earned by the company per month is Rp 694.233,333, and the optimal inventory level is 50.https://e-journal.unair.ac.id/JMTT/article/view/2658
collection DOAJ
language English
format Article
sources DOAJ
author Novie Novie
Haryadi Sarjono
spellingShingle Novie Novie
Haryadi Sarjono
The Determination Of Optimal Inventory Using Markov Chain
Jurnal Manajemen Teori dan Terapan
author_facet Novie Novie
Haryadi Sarjono
author_sort Novie Novie
title The Determination Of Optimal Inventory Using Markov Chain
title_short The Determination Of Optimal Inventory Using Markov Chain
title_full The Determination Of Optimal Inventory Using Markov Chain
title_fullStr The Determination Of Optimal Inventory Using Markov Chain
title_full_unstemmed The Determination Of Optimal Inventory Using Markov Chain
title_sort determination of optimal inventory using markov chain
publisher Universitas Airlangga
series Jurnal Manajemen Teori dan Terapan
issn 1979-3650
2548-2149
publishDate 2016-09-01
description The complication of inventory is a crucial problem for the company because inventory is one of the valuable assets for the company. The existence of inventory control is needed so the inventory levels that exist within the company is not in very large (optimal) therefore the costs incurred by the company can be suppressed as minimum as possible. PT NM is a company engaged in spare parts, especially branded cars in West Jakarta. The level of inventories of goods owned by  these  companies is high because The company did not want to experience stock out of stock but on one side the stock is large enough so the costs incurred  by  companies  such as storage costs of goods becomes even greater. In order to control inventory levels, this study uses a Markov Chain method that can identify optimal inventory level and the expectation of profits earned per month by making estimates of the future demand a previous demand. From the research results shows expectation of profit of each state starting from state 2 to state 10 is Rp 13.146,98921; Rp 12.246,94064; Rp 11.346,61466; Rp 10.444,64569; Rp 9.534,074035; Rp 8.584,408534; Rp 7.484,413248; Rp 5.913,288143; Rp 3.211,609986,-. While the profit expectations that earned by the company per month is Rp 694.233,333, and the optimal inventory level is 50.
url https://e-journal.unair.ac.id/JMTT/article/view/2658
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