Projecten per jaar
Organisatieprofiel
Introductie / missie
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
Over de organisatie
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
Vingerafdruk
Netwerk
Profielen
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Wessel Blomerus, MSc
- Mathematics and Computer Science, Stochastic Operations Research - Promovendus
Persoon: Prom. : Promovendus
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Marko A.A. Boon
- Mathematics and Computer Science, Stochastic Operations Research - Universitair Docent
Persoon: UD : Universitair Docent
projecten
- 4 Afgelopen
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Complexity in Transport and Logistics
Vlasiou, M. & Schol, C.
28/08/17 → 30/09/22
Project: Onderzoek direct
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A comparison of methods for clustering longitudinal data with slowly changing trends
den Teuling, N. G. P., Pauws, S. C. & van den Heuvel, E. R., 1 mrt. 2023, In: Communications in Statistics: Simulation and Computation. 52, 3, blz. 621-648Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand5 Citaten (Scopus)3 Downloads (Pure) -
A decomposition for Lévy processes inspected at Poisson moments
Boxma, O. & Mandjes, M., 2023, In: Journal of Applied Probability. 60, 2, blz. 557-569 13 blz.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
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A dual risk model with additive and proportional gains: ruin probability and dividends
Boxma, O., Frostig, E. & Palmowski, Z., 2023, In: Advances in Applied Probability. 55, 2, blz. 549-580 32 blz.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Datasets
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Supplementary material from "Trade-offs between mobility restrictions and transmission of SARS-CoV-2"
Litvak, N. V. (Bijdrager), van der Hofstad, R. W. (Bijdrager), Heesterbeek, H. (Bijdrager), Gösgens, M. M. (Bijdrager), Steenbakkers, W. (Bijdrager), Boon, M. A. A. (Bijdrager) & Hendriks, A. H. H. (Bijdrager), Figshare Academic Research System, 23 feb. 2021
DOI: 10.6084/m9.figshare.c.5315472
Dataset
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Supporting dataset for the bachelor thesis: Simulating the Spread of COVID-19 in the Netherlands
Boon, M. A. A. (Bijdrager), Steenbakkers, N. (Bijdrager) & Zwart, A. P. (Bijdrager), 4TU.Centre for Research Data, 26 jan. 2021
DOI: 10.4121/13536614
Dataset
Prijzen
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2017 AMSI-ANZIAM Lecturer
Vlasiou, Maria (Ontvanger), 2017
Prijs: Anders › Visiting scholar › Wetenschappelijk
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Facility Logistics SIG Outstanding Paper Award
van der Gaast, Jelmer P. (Ontvanger), De Koster, Rene (Ontvanger), Adan, Ivo J.B.F. (Ontvanger) & Resing, Jacques A.C. (Ontvanger), 2020
Prijs: Anders › Werk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.) › Wetenschappelijk
Activiteiten
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UPS George D. Smith Prize Winner Reprise
Maria Vlasiou (Spreker)
2022Activiteit: Types gesprekken of presentaties › Genodigd spreker › Professioneel
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YEQT XIV: "Load Balancing and Scheduling for Distributed Service System"
Céline Comte (Organisator), Youri Raaijmakers (Organisator) & Martin Zubeldia Suarez (Organisator)
7 jun. 2021 → 9 jun. 2021Activiteit: Types deelname aan of organisatie van een evenement › Workshop, seminar, cursus of expositie › Wetenschappelijk
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Dynamic Load Balancing under Assignment Constraints
Céline Comte (Spreker)
4 jun. 2021Activiteit: Types gesprekken of presentaties › Genodigd spreker › Wetenschappelijk
Knipsels
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Celebratory award ceremony for lauded mathematics master
11/11/22
1 Mediabijdrage
Pers / media: Vakinhoudelijk commentaar
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Feest voor gelauwerde TU/e-wiskundemaster
11/11/22
1 Mediabijdrage
Pers / media: Vakinhoudelijk commentaar
Impacts
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Stochactic processes on interacting networks
Maria Vlasiou (Content manager)
Impact: Research Topic/Theme (at group level)
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Scripties/Masterproeven
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2-class Terror Queue model: Analysis and optimal assignment of agents
Auteur: Janicka-Verpaalen, A., jul. 2020Begeleider: Vlasiou, M. (Afstudeerdocent 1)
Scriptie/Masterproef: Bachelor
Bestand -
A brief exploration into divergent series in probability theory
Auteur: van Wijk, W. J., 2020Begeleider: Sanders, J. (Afstudeerdocent 1)
Scriptie/Masterproef: Bachelor
Bestand -
A framework for community detection
Auteur: Gösgens, M. M., 18 mrt. 2020Begeleider: Litvak, N. V. (Afstudeerdocent 1) & van der Hofstad, R. W. (Afstudeerdocent 2)
Scriptie/Masterproef: Master
Bestand