FIALA, Petr and Renata MAJOVSKÁ. Modelling and Coordination of Supply Networks with Dynamic Analytic Network Process. LOGOS POLYTECHNIKOS. Jihlava: Vysoká škola polytechnická Jihlava, 2023, vol. 14, No 3, p. 4-13. ISSN 2464-7551.
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Basic information
Original name Modelling and Coordination of Supply Networks with Dynamic Analytic Network Process
Name in Czech Modelování a koordinace dodavatelských sítí pomocí dynamické verze metody ANP
Authors FIALA, Petr (203 Czech Republic, guarantor) and Renata MAJOVSKÁ (203 Czech Republic, belonging to the institution).
Edition LOGOS POLYTECHNIKOS, Jihlava, Vysoká škola polytechnická Jihlava, 2023, 2464-7551.
Other information
Original language English
Type of outcome Article in a journal
Field of Study 50202 Applied Economics, Econometrics
Country of publisher Czech Republic
Confidentiality degree is not subject to a state or trade secret
WWW Celý text článku
RIV identification code RIV/04274644:_____/23:#0001073
Organization unit University of Finance and Administration
Keywords (in Czech) Supply networks; Analytic Network Process; time dependent priorities; compositional data; hybrid procedure
Keywords in English Supply networks; Analytic Network Process; time dependent priorities; compositional data; hybrid procedure
Tags AR 2023-2024, odmeny_2024, RIV_2024, xJ5
Tags International impact, Reviewed
Changed by Changed by: Mgr. Jitka Štruncová, učo 38491. Changed: 13/2/2024 09:18.
Abstract
Supply chain management is more and more affected by the network and dynamic business environment. There are inefficiencies in supply network behaviour. Coordination and cooperation can significantly improve the efficiency of supply networks. There are some approaches to modelling and analysing the supply dynamics. Important features of this environment are presented in the proposed approach. The combination of network structure modelling and simulating the dynamic behaviour of units in supply network can be a powerful instrument for coordination in dynamic supply networks. The AHP (Analytic Hierarchy Process) method is modified with respect to network structures and the dynamics of the analysed systems. The ANP (Analytic Network Process) method is appropriate for setting priorities in network systems where there are different types of dependencies between evaluation criteria and system elements. However, with time-varying environments in network systems, time-dependent priorities play an increasingly important role. Long-term priorities can be based on time-dependent comparisons of criteria and system elements. For short-term prediction, exponential smoothing of compositional data can be used. The paper proposes a hybrid procedure DNAP (Dynamic Analytic Network Process) that combines and enriches advantages and benefits of both approaches by analysing network systems.
Abstract (in Czech)
Supply chain management is more and more affected by the network and dynamic business environment. There are inefficiencies in supply network behaviour. Coordination and cooperation can significantly improve the efficiency of supply networks. There are some approaches to modelling and analysing the supply dynamics. Important features of this environment are presented in the proposed approach. The combination of network structure modelling and simulating the dynamic behaviour of units in supply network can be a powerful instrument for coordination in dynamic supply networks. The AHP (Analytic Hierarchy Process) method is modified with respect to network structures and the dynamics of the analysed systems. The ANP (Analytic Network Process) method is appropriate for setting priorities in network systems where there are different types of dependencies between evaluation criteria and system elements. However, with time-varying environments in network systems, time-dependent priorities play an increasingly important role. Long-term priorities can be based on time-dependent comparisons of criteria and system elements. For short-term prediction, exponential smoothing of compositional data can be used. The paper proposes a hybrid procedure DNAP (Dynamic Analytic Network Process) that combines and enriches advantages and benefits of both approaches by analysing network systems.
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