Skip to Main content Skip to Navigation
Conference papers

Integrating discrete choice models with MATSim scoring

Abstract : Agent-based transport simulations rely on realistic representation of agents' movements in the transport system, but also on the simulation of choice making processes that resemble reality well. The MATSim framework uses the scoring-based co-evolutionary algorithm to achieve this, based on the principle of utility maximization. Discrete choice models are another common tool in transport planning which rely on the same principle. Through a toy example, the paper at hand shows that the direct use of discrete choice parameters in MATSim is not a technically sound approach, but that a consistent integration can be achieved by generating deterministic pseudo-errors based on cryptographic hash functions. Further caveats with integrating choice parameters in MATSim scoring are discussed.
Complete list of metadata

https://hal.archives-ouvertes.fr/hal-03099994
Contributor : Sebastian Hörl Connect in order to contact the contributor
Submitted on : Wednesday, January 6, 2021 - 2:01:23 PM
Last modification on : Thursday, May 20, 2021 - 10:52:06 AM
Long-term archiving on: : Wednesday, April 7, 2021 - 8:18:01 PM

File

preprint.pdf
Files produced by the author(s)

Identifiers

Collections

Citation

Sebastian Hörl. Integrating discrete choice models with MATSim scoring. 9th International Workshop on Agent-based Mobility, Traffic and Transportation Models,(ABMTRANS), Mar 2021, Warsaw, Poland. pp.704-711, ⟨10.1016/j.procs.2021.03.088⟩. ⟨hal-03099994⟩

Share

Metrics

Record views

134

Files downloads

297