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Milestones
2001
Development of the optimization engine. Validation on real airline
data. Development
of a GUI prototype.
2002
Development of the calibration module. Theoretical results on
complexity and modeling.
Refinements to the GUI.
2003
Extensive testing of the optimization engine on the North American
low-cost airline market.
Development of specialized solution algorithms for solving instances of
practical size.
Adaptation of the model to the passenger rail problem.
2004
Extensive testing of the model and algorithms on real rail data
(provided by a major European railway). Adaptation of the model to the
telecom
context.
2005
Extensive testing of the model and algorithms on telecom data.
2009
Development
of a simulator for the airline industry. New algorithms for the
calibration of nested logit models. Real life applications in airline
and rail. Development of forecaster based on neural networks.
And,
throughout the entire project, lots of lemmas, theorems and corollaries
pertaining to variational inequalities, polyhedral theory, bilevel
optimization, optimal control, simulation.
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