DocumentCode
3274578
Title
RMSim: A java library for simulating revenue management systems
Author
Bijvank, Marco ; L´Ecuyer, Pierre ; Marcotte, Patrice
Author_Institution
Dept. of Comput. Sci. & Oper. Res. (DIRO), Univ. de Montreal, Montreal, QC, Canada
fYear
2011
fDate
11-14 Dec. 2011
Firstpage
2698
Lastpage
2709
Abstract
Revenue management (RM) is the process of understanding and anticipating customer behavior in order to maximize revenue raised from the sale of perishable resources available in limited quantities. While RM systems have been in operation for quite some time, they cannot take into account the full dynamic and stochastic nature of the problem, hence the need to assess them via simulation. In this paper we introduce RMSim, a discrete-event and object-oriented Java library designed to simulate large-scale revenue management systems. RMSim supports all control policies, arrival processes and customer behavior models hitherto proposed. It can therefore be used to calibrate parameters of the model and to optimize the control policy. A key feature of RMSim is that the network RM system can be altered without having to modify the source code of the library. Performance, flexibility and extensibility are the main goals behind the design and implementation of RMSim.
Keywords
Java; consumer behaviour; discrete event simulation; financial data processing; optimisation; parameter estimation; software libraries; RM systems; RMSim; arrival processes; control policy optimization; customer behavior model; discrete event simulation; large-scale revenue management system simulation; model parameter calibration; object-oriented Java library; Analytical models; Java; Libraries; Object oriented modeling; Process control; Stochastic processes; Unified modeling language;
fLanguage
English
Publisher
ieee
Conference_Titel
Simulation Conference (WSC), Proceedings of the 2011 Winter
Conference_Location
Phoenix, AZ
ISSN
0891-7736
Print_ISBN
978-1-4577-2108-3
Electronic_ISBN
0891-7736
Type
conf
DOI
10.1109/WSC.2011.6147976
Filename
6147976
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