A STOCHASTIC, MULTICLASS AIRLINE NETWORK EQUILIBRIUM-MODEL

Citation
F. Soumis et A. Nagurney, A STOCHASTIC, MULTICLASS AIRLINE NETWORK EQUILIBRIUM-MODEL, Operations research, 41(4), 1993, pp. 721-730
Citations number
17
Categorie Soggetti
Management,"Operatione Research & Management Science","Operatione Research & Management Science
Journal title
ISSN journal
0030364X
Volume
41
Issue
4
Year of publication
1993
Pages
721 - 730
Database
ISI
SICI code
0030-364X(1993)41:4<721:ASMANE>2.0.ZU;2-A
Abstract
In this paper, we develop a stochastic, multiclass network equilibrium model of airline passenger transportation. The model explicitly incor porates the behavior of the passengers in regard to the decision wheth er or not to travel, and route selection, and formalizes the passenger 's decision as an abstract network. The equilibrium between the realiz ed demand for the routes of travel and the supply of the seats is show n to satisfy a system of nonlinear equations. A Gauss-Seidel algorithm is then proposed for the computation of the equilibrium and condition s for convergence are established. Finally, the algorithm is applied t o compute the solution to the national Air Canada airline passenger ne twork, and the output is compared to the actual observed flows.