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

Pavel Foltin (), Martin Brunclík (), Vojtěch Ondryhal () and Lukás Vogal ()
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Pavel Foltin: University of Defence in Brno, Faculty of Military Leadership
Martin Brunclík: University of Defence in Brno, Faculty of Military Leadership
Vojtěch Ondryhal: University of Defence in Brno, Faculty of Military Technology
Lukás Vogal: University of Defence in Brno, Faculty of Military Leadership

Business Logistics in Modern Management, 2018, vol. 18, 157-170

Abstract: 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.

Keywords: logistic infrastructure; logistic performance index (LPI); country classification; clustering algorithms (search for similar items in EconPapers)
Date: 2018
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