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
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A bivariate zero-inflated Poisson control chart: comments and corrections on earlier results
van den Heuvel, E. R., van Driel, S. A. W. & Zhan, Z., 2022, In: Communications in Statistics - Theory and Methods. 51, 10, blz. 3438-3445 8 blz.Onderzoeksoutput: Bijdrage aan tijdschrift › Communicatie › Academic › peer review
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A framework for efficient dynamic routing under stochastically varying conditions
Levering, N., Boon, M., Mandjes, M. & Núñez-Queija, R., jun. 2022, In: Transportation Research Part B: Methodological. 160, blz. 97-124 28 blz.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand -
Asymptotic analysis of Emden-Fowler type equation with an application to power flow models
Christianen, M. H. M., Janssen, A. J. E. M., Vlasiou, M. & Zwart, B., 29 jun. 2022.Onderzoeksoutput: Werkdocument › Academic
Bestand
Datasets
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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
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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
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, J. P. (Ontvanger), De Koster, R. (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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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
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OR Spectrum (Tijdschrift)
Maria Vlasiou (Lid redactieraad)
1 apr. 2021 → …Activiteit: Types publicaties van collegiale toetsing en redactioneel werk › Redactioneel werk › Wetenschappelijk
Knipsels
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Workshop on Polynomial Optimization and Applications in Control and Energy (Semester Programme)
4/05/22
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
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= Prestigious UPS George Smith Prize for Mathematics Master Eindhoven University of Technology
6/04/22
1 item van Media-aandacht
Pers / media: Vakinhoudelijk commentaar
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N&O seminar: Pieter Kleer (Tilburg University)
4/04/22
1 item van Media-aandacht
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, A. J., 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