University of Twente Student Theses
Quantal response equilibria in sequential discrete choice models : a framework for imposing equilibrium conditions on a microscopic travel demand model
Klein Kranenbarg, P.W. (2022) Quantal response equilibria in sequential discrete choice models : a framework for imposing equilibrium conditions on a microscopic travel demand model.
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| Abstract: | This thesis further develops the microscopic travel demand model Octavius by extending it with the ability to impose equilibrium conditions. In order to do this, an extensive literature research into microscopic travel demand modelling and equilibria is conducted. Then a mathematical framework for sequential discrete choice models is analyzed with equilibrium conditions. For this framework, existence conditions are analyzed and a relaxation of an existing uniqueness condition is proven. Moreover, an efficient solution algorithm based on Monte Carlo simulation is developed and implemented. This algorithm is validated and computationally tested. Finally, two case studies are conducted to showcase the relevance of the developed theory and algorithm. |
| Item Type: | Essay (Master) |
| Clients: | DAT.Mobility |
| Faculty: | EEMCS: Electrical Engineering, Mathematics and Computer Science |
| Subject: | 31 mathematics, 55 traffic technology, transport technology |
| Programme: | Applied Mathematics MSc (60348) |
| Link to this item: | https://purl.utwente.nl/essays/89810 |
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