Investigation of route choice behaviour in
passenger transport
Adam TOROK*, Ferenc MESZAROS*
*Budapest University of Technology and Economics, Budapest, Hungary
atorok@kgazd.bme.hu , fmeszaros@kgazd.bme.hu
Abstract - The continually increasing population, the rising
economic activity and the permanent race for the rise of
economic prosperity, led us to the increase of motorisation.
Transportation sector has an important role, because it is
not only using the lacking fossil energy sources and
polluting the environment, but because of our social and
economic structure it is the sector that can hardly change
because of the big social resistance. One of the substantial
preconditions for the change into an environmental friendly,
sustainable system is correct data provision to the regulator
(quality and quantity as well). One way for reduction of
transport related environmental pollution is to give right
price signal to the users with internalisation of transport
related external costs. In our article we tried to examine the
route choice behaviour in Hungary focusing on toll roads.
Our aim in this paper is to analyze the correlation of control
possibilities of such econometric phenomena with
mathematic tools.
I. INTRODUCTION
One of the most striking characteristics of the 20th
century was the emergence of the automobile for
passenger transportation. There are over 700 million of
these vehicles in circulation today around the world, the
great majority of them with Otto cycle engines running on
gasoline. Automobiles are an integral part of everyday life
of developed society. They shaped the whole
transportation system of mankind and represent a very
significant fraction of the GDP of many countries. As
developing countries grow and expand, the number of
automobiles in the world will increase [1]. The number of
vehicles per capita is filling up in industrialized countries,
but is much smaller in today’s developing countries. In
China there are only 20 automobiles per 1000 people
compared to 700 per 1000 people in the United States of
America. In Hungary we had 300 passenger cars for 1000
people in 2006.
The consumption of gasoline necessary to run these
automobiles is roughly 20 million barrels of crude oil
equivalent per day, one quarter of the world petroleum
consumption from which it is produced and,
unfortunately, petroleum is found in relatively few regions
of the world. Exports and imports of this commodity are
the most important items in international trade, and many
countries are critically dependent on petroleum imports.
The current mobility behaviour of population is in need
of change towards a sustainable transportation system
with better utilisation of alternatives. This leads to lower
dependency on fossil fuels and reduced harmful emission.
Our aim was to analyze the application of road toll
measure and the control possibilities of travellers in route
and transportation mode choice with elasticity
calculations, furthermore to model the modal and route
choice as human behaviour.
II. SITUATION OF THEORETICAL INVESTIGATION
Let us assume that there are two different routes (as a
part of a graph) on the road network. One with high
capacity and high service level offered (interurban
expressway), another one with low capacity and low
service level (trunk road crossing cities and towns) – see
Fig. 1. Basic situation is that both routes are free of charge
for the users. First we introduce a standard toll system
(vignette system for example - taking into consideration
on the wear and tear costs) on the road with high capacity
and service level. Consumer responses to changes in
mobility prices are often measured by elasticity. When the
price of road transportation has been changed, the utility
function of travellers consequently has been also changed.
Higher transport prices affect demand for transport
through two main channels. At first, consumers respond
by changing their route and secondly, they change their
mode of mobility. In our case those people who need to
reach the destination in limited time period, has a higher
value of (travel) time will pay the toll [2]. Those who
want to reach the destination with small expenses will
choose the road with lower capacity and lower service
level, free from any tolls.
Figure 1. Investigated area Budapest - Győr
(source: www.googlemaps.com)
In macroeconomical sense we modelled the decision
about route choice. We tried to build up a model based on
utility functions and analyze the results. Practical uses of
supply and demand analysis often centre on the different
variables that change equilibrium price and quantity,
represented as shifts in the respective curves (Fig 2.). In
the literature both affine and nonlinear approximations of
the demand and supply curves are in use. The Authors of
SAMI 2010 • 8th IEEE International Symposium on Applied Machine Intelligence and Informatics • January 28-30, 2010 • Herl'any, Slovakia
– 125 – 978-1-4244-6423-4/10/$26.00 ©2010 IEEE