A systemic view of the ADIDA framework

Spithourakis, Georgios and Petropoulos, Fotios and Nikolopoulos, Konstantinos and Assimakopoulos, Vassilios (2014) A systemic view of the ADIDA framework. IMA Journal of Management Mathematics, 25 (2). pp. 125-137. ISSN 1471-678X

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Abstract

This paper is an attempt to gain mathematical insight into the ADIDA (Aggregate-Disaggregate Intermittent Demand Approach) forecasting framework, by formulating it as a multi-rate signal processing system. After a brief synopsis of the framework’s background, an alternative way to perceive ADIDA from a systemic viewpoint is derived by breaking down its managerial steps into fundamental, well-studied components. Mathematical properties stemming from each separate system block are then thoroughly explored and their practical effects are exemplified through simulated paradigms of common time series patterns. Subsequently, theoretical and practical evidence are combined to draw useful conclusions about the framework’s performance and make suggestions on its application. Finally, guidelines for further research are proposed.

Item Type:
Journal Article
Journal or Publication Title:
IMA Journal of Management Mathematics
Uncontrolled Keywords:
/dk/atira/pure/researchoutput/libraryofcongress/hb
Subjects:
ID Code:
59274
Deposited By:
Deposited On:
17 Oct 2012 10:25
Refereed?:
Yes
Published?:
Published
Last Modified:
16 Nov 2020 03:23