Demand Forecasting: DLA'S Aviation Supply Chain High Value Products

2015 ◽  
Author(s):  
Mordocai Kiflu ◽  
Carlos Lopez
Keyword(s):  
Supply Chain ◽  
Demand Forecasting

scholarly journals The impact of implementing a demand forecasting system into a low-income country's supply chain

Vaccine ◽  
2016 ◽  
Vol 34 (32) ◽  
pp. 3663-3669 ◽  
Author(s):  
Leslie E. Mueller ◽  
Leila A. Haidari ◽  
Angela R. Wateska ◽  
Roslyn J. Phillips ◽  
Michelle M. Schmitz ◽  
...  
Keyword(s):  
Supply Chain ◽  
Low Income ◽  
Demand Forecasting ◽  
Forecasting System ◽  
The Impact

A Computational Intelligence Approach to Supply Chain Demand Forecasting

2012 ◽  
pp. 1551-1565 ◽  
Author(s):  
Nicholas Ampazis
Keyword(s):  
Supply Chain ◽  
Computational Intelligence ◽  
Demand Forecasting ◽  
Business Environment ◽  
Chain Structure ◽  
Support Vector ◽  
Customer Demand ◽  
Public Data ◽  
Vector Machines ◽  
Supply Chain Structure

Estimating customer demand in a multi-level supply chain structure is crucial for companies seeking to maintain their competitive advantage within an uncertain business environment. This work explores the potential of computational intelligence approaches as forecasting mechanisms for predicting customer demand at the first level of organization of a supply chain where products are presented and sold to customers. The computational intelligence approaches that we utilize are Artificial Neural Networks (ANNs), trained with the OLMAM algorithm (Optimized Levenberg-Marquardt with Adaptive Momentum), and Support Vector Machines (SVMs) for regression. The effectiveness of the proposed approach was evaluated using public data from the Netflix movie rental online DVD store in order to predict the demand for movie rentals during the critical, for sales, Christmas holiday season.

scholarly journals Demand forecasting in supply chain: The impact of demand volatility in the presence of promotion

2020 ◽  
Vol 142 ◽  
pp. 106380 ◽  
Author(s):  
Mahdi Abolghasemi ◽  
Eric Beh ◽  
Garth Tarr ◽  
Richard Gerlach
Keyword(s):  
Supply Chain ◽  
Demand Forecasting ◽  
Demand Volatility ◽  
The Impact
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