Research Output per year
Organization profile
Introduction / mission
Stochastic Operations Research (SOR) is concerned with complex systems that operate under randomness and uncertainty, and aims to develop mathematical models and techniques for the analysis and optimization of such systems.
Highlighted phrase
Making sense of randomness to improve network performance
Organisational profile
Methodologically, the SOR research program falls at the intersection of Applied Probability and Operations Research, and the SOR group in particular engages in cutting-edge research in the area of queueing theory and analysis of random walks and higher-dimensional Markov processes. A key aim is to develop analytic, probabilistic, algorithmic and asymptotic methods, with emphasis on asymptotic laws and scaling limits for large-scale critical systems. While fundamental and methodological in nature, the research is deeply inspired by applications in computer-communications, logistics and service operations, but also biological systems, particle interactions and social networks.
The results provide insight in the design of resource management strategies and data-driven learning schemes to improve the performance of vital societal networks (internet, wireless networks, dimensioning of large-scale systems, energy, smart road traffic, healthcare). A strong emerging interest revolves around methods for exploiting the increasing availability of high-volume high-quality data to make better strategic, tactical and operational decisions. A further central theme is the relation between local and global network dynamics. While many networks themselves are too complex to describe in full detail, the local dynamics tend to provide a critical mathematical handle to understand global behavior of network processes.
Senior group members
Marko Boon, Sem Borst, Onno Boxma, Johan van Leeuwaarden, Stella Kapodistria, Jacques Resing, Maria Vlasiou, Bert Zwart
Collaborations
Academic: EE Department TU/e, IE&IS Department TU/e, Caltech, CWI, Hebrew University Jerusalem, Heriot-Watt University Edinburgh, ISAE Supaero Toulouse, Leiden University, Macquarie University, ParisTech, Technion, University of Amsterdam, University of Haifa, University of Hong Kong, University of Lausanne, University of Wroclaw
Industrial: ASML, CQM, Hilti, Hotflo, LIME, Nokia Bell Labs, Philips Healthcare, Philips Lighting, Quintig, TNO, VDL/ETG, Verkeersonderneming
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Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Profiles
Marko A.A. Boon
- Department of Mathematics and Computer Science, Stochastic Operations Research
- Department of Mathematics and Computer Science, Stochastics W&I - Assistant Professor
Person: UD : Assistant Professor
Onno J. Boxma
- Department of Mathematics and Computer Science, Stochastic Operations Research
- Department of Mathematics and Computer Science, Stochastics - Full Professor
Person: HGL : Professor
Research Output
A compound Poisson EOQ model for perishable items with intermittent high and low demand periods
Boxma, O., Perry, D., Stadje, W. & Zacks, S., 2020, In : Annals of Operations Research. 21 p.Research output: Contribution to journal › Article › Academic › peer-review
2
Citations
(Scopus)
2
Downloads
(Pure)
A fluid model of an electric vehicle charging network
Aveklouris, A., Vlasiou, M. & Zwart, B., 12 Apr 2020, In : arXiv.org,e-Print Archive, Mathematics. 2020, 33 p., 2004.05637.Research output: Contribution to journal › Article › Academic
Open Access
File
Capacity analysis of sequential zone picking systems
van der Gaast, J., de Koster, M. B. M., Adan, I. J. B. F. & Resing, J. A. C., 1 Jan 2020, In : Operations Research. 68, 1, p. 161-179 19 p.Research output: Contribution to journal › Article › Academic › peer-review
1
Citation
(Scopus)
2
Downloads
(Pure)
Prizes
Networks
M.T. de Berg (Recipient), S.C. Borst (Recipient), O.J. Boxma (Recipient), R.W. van der Hofstad (Recipient), A.M.J. Koonen (Recipient), J.S.H. van Leeuwaarden (Recipient) & G. Woeginger (Recipient), 2014
Prize: NWO › Gravitation › Scientific
Activities
Simons Institute for the Theory of Computing
Maria Vlasiou (Visiting researcher)30 Oct 2017 → 31 Dec 2017
Activity: Visiting an external institution types › Visiting an external academic institution › Scientific
Heavy-traffic approximations for a layered network with limited resources
Maria Vlasiou (Speaker)11 Jul 2017
Activity: Talk or presentation types › Invited talk › Scientific
Lorenz Center (External organisation)
Maria Vlasiou (Member)4 May 2017 → May 2020
Activity: Membership types › Membership of board › Scientific
Press / Media
-Eindhoven University of Technology: Royal awards for two TU/e professors
Onno Boxma, Arthur van Roermund & Remco van der Hofstad
29/04/19
1 item of Media coverage
Press/Media: Expert Comment
Onno Boxma receives royal decoration as binding force in the field of Dutch math
Onno Boxma & Remco van der Hofstad
26/04/19
1 item of Media coverage
Press/Media: Expert Comment
Student theses
Analysis of the occupation rate of the charging stations at the TU/e
Author: Jansen, F. K., 11 Mar 2019Supervisor: Zwart, B. (Supervisor 1) & Boon, M. (Supervisor 2)
Student thesis: Bachelor
File
Analysis of the power consumption in large conveyor systems: research on simultaneous power consumption using stochastics, statistics and simulation
Author: van Groesen, R., 24 Apr 2017Supervisor: Boon, M. (Supervisor 1) & van der Heijden, J. (External person) (External coach)
Student thesis: Master
File
Analyzing the dock performance in a Jumbo distribution center
Author: Boef, A., 25 Sep 2017Supervisor: Vlasiou, M. (Supervisor 1), Kapodistria, S. (Supervisor 2) & van Helvoort, M. (External person) (External coach)
Student thesis: Master
File