مجلة اقتصاد المال و الأعمال
Volume 3, Numéro 2, Pages 36-52
2019-06-01

Forecasting Sales Using Genetic Algorithms



Authors : Mouffok Omar . Souar Youcef .

Abstract

Genetic Algorithms is an Artificial intelligence technique that can be used as a quantitative method to solve various types of problems including forecasting. Usually, we forecast phenomena behaviors through time series analyses using Box-Jenkins methodology. Thus, this study aims to make a combination between these methods and apply it on a time series of plastic manufacturer monthly sales. The results obtained showed that Genetic Algorithms is an efficient method for sales forecasting; besides it has several advantages concerning characteristics and application.

Keywords

genetic algorithms ; sales forecasting ; quantitative methods ; time series ; optimization

Les articles similaires

Using Genetic Algorithms For Forecasting Financial Markets Volatility

Mouffok Omar .  Souar Youcef . 
pages 121-131.

Using Microsoft Power Bi For Sales Forecasting As A Data Mining Technique

Laifa Assala .  Hadouga Hassiba . 
pages 356-368.

Using Genetic Algorithms In Panel Data Modeling: The Relationship Between Stock Prices And Financial Performance Of Saudi Arabia’s Listed Companies

Mouffok Omar .  Mouffok Mohammed Amine . 
pages 77-99.

Using Genetic Algorithms To Improve Information Retrieval

Bessai-mechmache Fatma Zohra .  Alimazighi Zaia .  Hammouche Karima . 
pages 16-24.

Optimization Of The Membership Functions For A Fuzzy Controller Using An Improved Genetic Algorithms

Bendib Riad .  Batout Noual .  Bentarzi Hamid . 
pages 240-247.

Formats de citation