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A systemic view of the ADIDA framework

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A systemic view of the ADIDA framework. / Spithourakis, G.P.; Petropoulos, F.; Nikolopoulos, K. et al.
In: IMA Journal of Management Mathematics, Vol. 25, No. 2, 02.12.2012, p. 125-137.

Research output: Contribution to journal › Article › peer-review

HarvardHarvard

Spithourakis, GP, Petropoulos, F, Nikolopoulos, K & Assimakopoulos, V 2012, 'A systemic view of the ADIDA framework', IMA Journal of Management Mathematics, vol. 25, no. 2, pp. 125-137. https://doi.org/10.1093/imaman/dps031

APA

Spithourakis, G. P., Petropoulos, F., Nikolopoulos, K., & Assimakopoulos, V. (2012). A systemic view of the ADIDA framework. IMA Journal of Management Mathematics, 25(2), 125-137. https://doi.org/10.1093/imaman/dps031

CBE

Spithourakis GP, Petropoulos F, Nikolopoulos K, Assimakopoulos V. 2012. A systemic view of the ADIDA framework. IMA Journal of Management Mathematics. 25(2):125-137. https://doi.org/10.1093/imaman/dps031

MLA

Spithourakis, G.P. et al. "A systemic view of the ADIDA framework". IMA Journal of Management Mathematics. 2012, 25(2). 125-137. https://doi.org/10.1093/imaman/dps031

VancouverVancouver

Spithourakis GP, Petropoulos F, Nikolopoulos K, Assimakopoulos V. A systemic view of the ADIDA framework. IMA Journal of Management Mathematics. 2012 Dec 2;25(2):125-137. doi: 10.1093/imaman/dps031

Author

Spithourakis, G.P. ; Petropoulos, F. ; Nikolopoulos, K. et al. / A systemic view of the ADIDA framework. In: IMA Journal of Management Mathematics. 2012 ; Vol. 25, No. 2. pp. 125-137.

RIS

TY - JOUR

T1 - A systemic view of the ADIDA framework

AU - Spithourakis, G.P.

AU - Petropoulos, F.

AU - Nikolopoulos, K.

AU - Assimakopoulos, V.

PY - 2012/12/2

Y1 - 2012/12/2

N2 - This paper is an attempt to gain mathematical insight into the aggregate–disaggregate intermittent demand approach (ADIDA) 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 and well-studied components. Mathematical properties stemming from each separate system block are thoroughly explored and their practical effects are then 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.

AB - This paper is an attempt to gain mathematical insight into the aggregate–disaggregate intermittent demand approach (ADIDA) 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 and well-studied components. Mathematical properties stemming from each separate system block are thoroughly explored and their practical effects are then 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.

U2 - 10.1093/imaman/dps031

DO - 10.1093/imaman/dps031

M3 - Article

VL - 25

SP - 125

EP - 137

JO - IMA Journal of Management Mathematics

JF - IMA Journal of Management Mathematics

SN - 1471-6798

IS - 2

ER -