Determination of risk planning a route with the use of a probability model

  • Katarzyna Topolska WSB University Wroclaw
Keywords: transport planning, route planning, risk assessment, probabilistic methods, telematic system

Abstract

This paper aims to familiarize readers with notions related to probabilistic methods used for planning routes in telematics systems. The classification task made use of the model based on probabilistic Bayes’ classifier and the probability density function. The first part of the paper describes problems with planning routing in contemporary telematics systems. The second part covers a theoretical basis of classifiers based on hard mathematical methods. If such a model is to make sense, it should account for smaller kinds of risk related to a transport process. This paper presents a method of selecting the most optimal parameters in transport planning. Its author draws attention to the variable reduction method necessary for planning supported by a factor analysis of principal components together with Varimax rotation normalized with Kaiser’s method for quantitative features. The third part is devoted to the process of planning routes and the related risk

References

A. Koźlak, Ekonomika transportu. Teoria i praktyka gospodarcza, Wydawnictwo Uniwersytetu Gdańskiego, Gdańsk 2008, s. 132.

A. Nowak „Klasyfikatory: k-NN oraz naiwny Bayesa. Wykład III.”, Zakład Systemów Informatycznych, Uniwersytet Śląski, Instytut Informatyki

I. Krech I., „Model probabilistyczny doświadczenia losowego”, Instytut Matematyki, Uniwersytet Pedagogiki im. KEN w Krakowie

J. Neider, Transport międzynarodowy, PWE, Warszawa 2012, s. 12

J. Neider, Transport międzynarodowy, PWE, Warszawa 2012, s. 12

M. Topolski, Application of a telematics system to the improvement of transport process in intelligent high baywarehouse Czasopismo: [1899-8208], Archives of Transport System Telematics 2016

M. Topolski, Application of a telematics system to the improvement of transport process in intelligent high bay warehouse Czasopismo: [1899-8208], Archives of Transport System Telematics 2016

M. Topolski, Telematics system architecture to manage the internal transport Czasopismo: [1899-8208]Archives of Transport System Telematics 2016

M. Topolski, The use of cluster analysis and the theory of mathematical records in the process of planning the production-warehouse flow Czasopismo: [2083-4942] Research in Logistics & Production 2016

P. M. Sikorski & t. Zembrzycki Spedycja w praktyce Polskie Wydawnictwo Transportowe 2006 s. 18-19 , 94, 180, 208

P. M. Sikorski & t. Zembrzycki Spedycja w praktyce Polskie Wydawnictwo Transportowe 2006 s. 18-19 , 94, 180, 208

R. Rębowski Podstawy metod probabilistycznych”, PWSZ w Legnicy 2015

T. Wierzejski, Transport i Spedycja, Uniwersytet Warmińsko-Mazurki w Olsztynie, Olsztyn 2014; s .8-11

Published
2018-09-07
Section
Articles