Optimizing Demand Forecasting Method with Support Vector Regression for Improved Inventory Planning

Optimizing Demand Forecasting Method with Support Vector Regression for Improved Inventory Planning

Problems arising from suboptimal production planning can cause inventory management to be less effective and efficient in the company. The lack of integrated presentation of information also causes less efficiency in making decisions. This study aims to obtain the best kernel function forecasting mo...

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Bibliographic Details
Main Authors: Tryantomo Lokhilmahful Palgunadi, Rina Fitriana, Anik Nur Habyba, Yun-Chia Liang
Format: Article
Language:English
Published: Universitas Andalas 2025-01-01
Series:Jurnal Optimasi Sistem Industri
Subjects:
support vector regression
forecasting
grid search algorithm
kernel functions
business intelligence
Online Access:https://josi.ft.unand.ac.id/index.php/josi/article/view/83
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