caa a22 4500 606232923 CHVBK 20210128101229.0 cr unu---uuuuu 210128e20150101xx s 000 0 eng 10.1007/s10287-014-0204-z doi (NATIONALLICENCE)springer-10.1007/s10287-014-0204-z The impact of customer behavior models on revenue management systems [Elektronische Daten] [Shadi Azadeh, M. Hosseinalifam, G. Savard] Revenue management (RM) can be considered an application of operations research in the transportation industry. For these service companies, it is a difficult task to adjust supply and demand. In order to maximize revenue, RM systems display demand behavior by using historical data. Usually, parametric methods are applied to estimate the probability of choosing a product at a given time. However, parameter estimation becomes challenging when we need to deal with constrained data. In this research, we evaluate the performance of a revenue management system when a non-parametric method for choice probability estimation is chosen. The outcomes of this method have been compared to the total expected revenue using synthetic data. Springer-Verlag Berlin Heidelberg, 2014 Revenue management nationallicence Parametric and non-parametric demand models nationallicence Customer choice behaviour nationallicence Azadeh Shadi Polytechnique Montreal, 2900 Boulevard Edouard-Montpetit, H3T 1J4, Montréal, QC, Canada aut Hosseinalifam M. Polytechnique Montreal, 2900 Boulevard Edouard-Montpetit, H3T 1J4, Montréal, QC, Canada aut Savard G. Polytechnique Montreal, 2900 Boulevard Edouard-Montpetit, H3T 1J4, Montréal, QC, Canada aut Computational Management Science Springer Berlin Heidelberg 12/1(2015-01-01), 99-109 1619-697X 12:1<99 2015 12 10287 https://doi.org/10.1007/s10287-014-0204-z text/html Onlinezugriff via DOI BK010053 XK010053 XK010000 Metadata rights reserved Springer special CC-BY-NC licence nationallicence 1 research-article jats NATIONALLICENCE NATIONALLICENCE NL-springer NATIONALLICENCE 856 40 https://doi.org/10.1007/s10287-014-0204-z text/html Onlinezugriff via DOI NATIONALLICENCE 700 1- Azadeh Shadi Polytechnique Montreal, 2900 Boulevard Edouard-Montpetit, H3T 1J4, Montréal, QC, Canada aut NATIONALLICENCE 700 1- Hosseinalifam M. Polytechnique Montreal, 2900 Boulevard Edouard-Montpetit, H3T 1J4, Montréal, QC, Canada aut NATIONALLICENCE 700 1- Savard G. Polytechnique Montreal, 2900 Boulevard Edouard-Montpetit, H3T 1J4, Montréal, QC, Canada aut NATIONALLICENCE 773 0- Computational Management Science Springer Berlin Heidelberg 12/1(2015-01-01), 99-109 1619-697X 12:1<99 2015 12 10287