Description
Leader of the group Stochastics: Bert Zwart.
Many natural and man-made systems and processes are driven by random phenomena. Examples can be found in areas such as communication, energy, information, logistics, and transportation systems. In order to model, describe, and improve such systems, our group develops and studies probabilistic, operational and statistical models. Our group’s analysis of these models relies on techniques from fundamental probability theory, queueing theory, stochastic scheduling, spatial stochastics and stochastic geometry. Our work with various companies in these areas, as well as with top researchers and universities across the globe, ensures our position at the forefront of every aspect of this research field.
Vacancies
No vacancies currently.
News
Caroline Jagtenberg awarded with prestigious Jo van Nunen award
Caroline Jagtenberg, former PhD student of CWI, received the prestigious Jo van Nunen award for her CWI PhD thesis “Efficiency and Fairness in Ambulance Planning” on 30 November. The prize has been awarded by VLM (Vereniging Logistiek Management).
CWI and ProRail predict railway incidents
Centrum Wiskunde & Informatica and ProRail recently started a research collaboration in the area of the handling of incidents at the Dutch railways. It concerns a public private partnership between CWI and ProRail striking up a four year period. The research is aimed at prevention and handling of a broad spectrum of railway incidents, like disturbance of the railway infrastructure, people walking on the tracks and collisions.
CWI participates in impact study North/Southline
The North/Southline is the largest operation in Amsterdam’s public transport in decades. That is why the municipality of Amsterdam will start an extensive impact study together with knowledge institutions, the transport region Amsterdam and GVB (public transport company Amsterdam). Centrum Wiskunde & Informatica (CWI) will act as one of the main research partners.
Hans van den Berg receives international Lifetime Award
Hans van den Berg has been granted the 2017 Arne Jensen Lifetime Achievement Award for his extensive, outstanding contribution to the field of performance, control and reliability of communication networks.
Members
Associated Members
Publications
-
Zweers, B.G. (2021, January 19). Optimization of hinterland container transportation and terminal operations.
-
Bazhba, M, Blanchet, J, Rhee, C.H, & Zwart, A.P. (2020). Sample path large deviations for Lévy processes and random walks with Weibull increments. Annals of Applied Probability, 30(6), 2695–2739. doi:10.1214/20-AAP1570
-
Koch, T, & Dugundji, E.R. (2020). A review of methods to model route choice behavior of bicyclists: inverse reinforcement learning in spatial context and recursive logit. In ACM SIGSPATIAL. doi:10.1145/3423335.3428165
-
Kleinrouweler, J.W.M. (2020, October 28). Modeling and optimization of network assisted video streaming.
-
Mahfoud, M, Bernasco, W, Bhulai, S, & van der Mei, R.D. (2020). Forecasting spatio‑temporal variation in residential burglary with the integrated Laplace approximation framework: Effects of crime generators, street networks, and prior crimes. Journal of Quantitative Criminology, 1–28. doi:10.1007/s10940-020-09469-3
-
Patch, B.J, & Zwart, A.P. (2020). Analyzing large frequency disruptions in power systems using large deviations theory. In 2020 International Conference on Probabilistic Methods Applied to Power Systems, PMAPS 2020 - Proceedings. doi:10.1109/PMAPS47429.2020.9183551
-
Usanov, D. (2020, May 11). Emergency response networks: dynamic dispatching and relocation of resources.
-
van Kampen, J.R.A, Jayaraj, M.A, Pauwels, E.J.E.M, van der Mei, R.D, & Dugundji, E.R. (2020). Understanding the relation between distance and train station choice behavior of cyclists in the western region of the Netherlands. Procedia Computer Science, 170, 98–106. doi:10.1016/j.procs.2020.03.013
-
Buijs, R.J.W, Koch, T, & Dugundji, E.R. (2020). Using Neural Nets to Predict Transportation Mode Choice: An Amsterdam Case Study. In The 11th International Conference on Ambient Systems, Networks and Technologies (pp. 115–122). doi:10.1016/j.procs.2020.03.015
-
Nesti, T. (2020, March 30). Stochastic analysis of energy networks.
Current projects with external funding
-
Ontwikkeling van Data Analytics, Data Science en Crypto Analyse technieken ()
-
Impactstudie Noord/Zuidlijn Gemeente Amsterdam
-
Samenwerkingsovereenkomst Stichting 113 / CWI - Zelfmoordpreventie
-
Data-driven optimization for a vital elderly care system in the Netherlands (DOLCE VITA)
-
Lane Analysis & Route Advisor (LARA)
-
Evidence-based effective monitoring and control of Covid-19 after the initial outbreak (None)
-
Mathematics for Logistics and Supply Chain Management (None)
-
State estimation for spatio-temporal point processes with applications to criminology (None)
-
PPS Engie
-
Robust, Effective and Adaptable Ship Designs for Uncertain Transition Paths (READINESS)
-
Urban Mobility Observatory (UMO)
Related partners
-
Gemeente Amsterdam
-
RIVM
-
Stichting 113
-
Universiteit Wageningen
-
Academisch Medisch Centrum
-
Engie Services West Nederland B.V.
-
Erasmus Universiteit Rotterdam
-
Leids Universitair Mediach Centrum
-
Technische Universiteit Eindhoven
-
Technische Universiteit Delft
-
Universiteit Utrecht
-
Vrije Universiteit Amsterdam