USABILITY OF PERFORMANCE INDICATORS OF LOGISTICS INFRASTRUCTURE AVAILABILITY IN SUPPLY CHAIN DESIGNING

Level of supply chain performance is highly influenced by capability of logistics infrastructure as well as created network of activities and services operating at global, national, and regional scales. Dynamic environment can significantly influence expected availability and real capability of logi...

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Bibliographic Details
Published inBusiness Logistics in Modern Management pp. 157 - 170
Main Authors Foltin, Pavel, Brunclík, Martin, Ondryhal, Vojtěch, Vogal, Lukáš
Format Conference Proceeding
LanguageEnglish
Published Osijek J.J. Strossmayer University of Osijek, Faculty of Economics 01.01.2018
Subjects
Algorithms
Armed forces
Classification
Competition
Critical path
Efficiency
Infrastructure
International conferences
Logistics
Risk factors
Simulation
Supply chains
Sustainability
Transition economies
Trends
Usability
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Summary:Level of supply chain performance is highly influenced by capability of logistics infrastructure as well as created network of activities and services operating at global, national, and regional scales. Dynamic environment can significantly influence expected availability and real capability of logistics infrastructure. The article represents possible analytical approach to supply chain design and identification of factors influencing logistics performance. In addition, the paper deals with application of key indicators and indexes to the classification of individual national levels of available logistics infrastructure. Clustering algorithms (k-means and hierarchical) and classification methods (decision trees, kNN and logistic regression) have been used for classification model construction and results evaluation. Furthermore, possible application for forecasting logistics infrastructure availability has been discussed.
ISSN:1849-5931
1849-6148