• PO Box 513, Department of Mathematics and Computer Science

    5600 MB Eindhoven

    Netherlands

  • Groene Loper 5, MetaForum

    5612 AP Eindhoven

    Netherlands

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

Fingerprint Dive into the research topics where Stochastic Operations Research is active. These topic labels come from the works of this organisation's members. Together they form a unique fingerprint.

Servers Engineering & Materials Science
Queue Mathematics
Throughput Engineering & Materials Science
Polling Systems Mathematics
Customers Mathematics
Heavy Traffic Mathematics
Wireless networks Engineering & Materials Science
Queueing networks Engineering & Materials Science

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 2001 2020

1 Citation (Scopus)
1 Downloads (Pure)

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 journalArticleAcademicpeer-review

Compound Poisson
EOQ model
Perishable items
Revenue
Profit

Criticality in power networks: a probabilistic approach

Sloothaak, F., 16 Jan 2020, Eindhoven: Technische Universiteit Eindhoven. 285 p.

Research output: ThesisPhd Thesis 1 (Research TU/e / Graduation TU/e)

Open Access
File

Layered stochastic networks with limited resources

Aveklouris, A., 28 Jan 2020, (Accepted/In press) Eindhoven: Technische Universiteit Eindhoven. 209 p.

Research output: ThesisPhd Thesis 1 (Research TU/e / Graduation TU/e)

Open Access
File

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: NWOGravitationScientific

Netherlands
selection procedure
Ministry of Education
funding
organization

Activities 2006 2017

Simons Institute for the Theory of Computing

Maria Vlasiou (Visiting researcher)
30 Oct 201731 Dec 2017

Activity: Visiting an external institution typesVisiting an external academic institutionScientific

Heavy-traffic approximations for a layered network with limited resources

Maria Vlasiou (Speaker)
11 Jul 2017

Activity: Talk or presentation typesInvited talkScientific

Lorenz Center (External organisation)

Maria Vlasiou (Member)
4 May 2017May 2020

Activity: Membership typesMembership of boardScientific

Student theses

Analysis of the occupation rate of the charging stations at the TU/e

Author: Jansen, F. K., 11 Mar 2019

Supervisor: 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 2017

Supervisor: 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 2017

Supervisor: Vlasiou, M. (Supervisor 1), Kapodistria, S. (Supervisor 2) & van Helvoort, M. (External person) (External coach)

Student thesis: Master

File