Stochastic Operations Research

Research output

Research output per year 1964 1996 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2022

• 1774 Article
• 1169 Report
• 531 Conference contribution
• 96 Chapter
• 309 More
  • 91 Phd Thesis 1 (Research TU/e / Graduation TU/e)
  • 31 Patent publication
  • 30 Book review
  • 26 Book editing
  • 19 Phd Thesis 2 (Research NOT TU/e / Graduation TU/e)
  • 15 Book
  • 12 Editorial
  • 9 Poster
  • 8 Paper
  • 8 Other contribution
  • 7 Inaugural speech
  • 7 Review article
  • 7 Phd Thesis 4 Research NOT TU/e / Graduation NOT TU/e)
  • 7 Pd Eng Thesis
  • 6 Comment/Letter to the editor
  • 6 Conference article
  • 4 Foreword/postscript
  • 4 Letter
  • 3 Meeting Abstract
  • 3 Working paper
  • 2 Other
  • 2 Software
  • 1 Abstract
  • 1 Digital or Visual Products

Research output per year

Research output per year

Search results

• 2022

  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, p. 3438-3445 8 p.

  Research output: Contribution to journal › Letter › Academic › peer-review

  • Control Charts 100%
  • Copula 98%
  • Siméon Denis Poisson 76%
  • Zero 48%
  • Rare Events 29%

• Comparison of stability regions for a line distribution network with stochastic load demands

  Christianen, M. H. M., Cruise, J., Janssen, A. J. E. M., Shneer, S., Vlasiou, M. & Zwart, B., 17 Jan 2022.

  Research output: Working paper › Academic

  File

  • Electric power distribution 100%
  • Electric vehicles 75%
  • Electricity 20%
  • Electric potential 14%
  11 Downloads (Pure)

• Performance analysis at the crossroad of queueing theory and road traffic

  Timmerman, R. W., 28 Jan 2022, Eindhoven: Eindhoven University of Technology. 291 p.

  Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)

  Open Access

  File
  214 Downloads (Pure)

• Queues on interacting networks

  Vlasiou, M., 4 Apr 2022, (E-pub ahead of print) In: Queueing Systems. XX, X

  Research output: Contribution to journal › Letter › Academic › peer-review

  • Queuing Networks 100%
  • Distributed Systems 83%
  • Petri nets 62%
  • Queue 61%
  • Resources 58%

• Self-learning threshold-based load balancing

  Goldsztajn, D., Borst, S. C., van Leeuwaarden, J. S. H., Mukherjee, D. & Whiting, P. A., 1 Jan 2022, In: INFORMS Journal on Computing. 34, 1, p. 39-54

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Load Balancing 100%
  • Resource allocation 54%
  • Quality of service 50%
  • Tuning 50%
  • Servers 46%

• Stochastic Non-Bipartite Matching Models and Order-Independent Loss Queues

  Comte, C., Jan 2022, In: Stochastic Models. 38, 1, p. 1-36 36 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Model Matching 100%
  • Queue 69%
  • Performance Metrics 26%
  • Stochastic models 25%
  • Markov processes 24%
  2 Citations (Scopus)

  15 Downloads (Pure)

• Universal Approximation in Dropout Neural Networks

  Manita, O. A., Peletier, M. A., Portegies, J. W., Sanders, J. & Senen-Cerda, A., 1 Feb 2022, In: Journal of Machine Learning Research. 23, 19, p. 1-46

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Universal Approximation 100%
  • Drop out 88%
  • Neural Networks 62%
  • Neural networks 40%
  • Output 24%
• 2021

  Achievable Stability in Redundancy Systems

  Raaijmakers, Y. & Borst, S., 31 May 2021, SIGMETRICS 2021 - Abstract Proceedings of the 2021 ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems. Association for Computing Machinery, Inc, p. 27-28 2 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Replication 100%
  • Stability Region 78%
  • Redundancy 75%
  • Server 47%
  • Servers 43%

• 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., 19 Jan 2021, (E-pub ahead of print) In: Communications in Statistics: Simulation and Computation. XX, XX

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  • K-means 100%
  • Longitudinal Data 95%
  • Trends 89%
  • Clustering 85%
  • Mixture Modeling 77%
  2 Citations (Scopus)

• Affine storage and insurance risk models

  Boxma, O. & Mandjes, M., Nov 2021, In: Mathematics of Operations Research. 46, 4, p. 1282-1302 21 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  • Insurance Risk 100%
  • Insurance 92%
  • Risk Model 85%
  • Model 25%
  • Ruin Probability 22%
  3 Citations (Scopus)

• A Framework for Efficient Dynamic Routing under Stochastically Varying Conditions

  Levering, N., Boon, M., Mandjes, M. & Núñez-Queija, R., 22 Nov 2021.

  Research output: Working paper › Academic

  File

  • Travel time 100%
  • Random processes 50%
  • Markov processes 50%
  • Dynamic programming 46%
  • Information systems 38%
  11 Downloads (Pure)

• A multiplicative version of the Lindley recursion

  Boxma, O., Löpker, A., Mandjes, M. & Palmowski, Z., Aug 2021, In: Queueing Systems. 98, 3-4, p. 225-245 21 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Recursion 100%
  • Multiplicative 61%
  • Random variables 38%
  • Autoregressive Process 32%
  • I.i.d. Random Variables 29%
  7 Downloads (Pure)

• An M/PH/1 queue with workload-dependent processing speed and vacations

  Sakuma, Y., Boxma, O. & Phung-Duc, T., 1 Aug 2021, In: Queueing Systems. 98, 3-4, p. 373-405 33 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Vacation 100%
  • Workload 96%
  • Queue 70%
  • Chemical activation 64%
  • Servers 52%
  9 Downloads (Pure)

• A self-organizing base station sleeping and user association strategy for dense cellular networks

  Post, B., Borst, S. & van den Berg, H., Jan 2021, In: Wireless Networks. 27, 1, p. 307-322 16 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Base stations 100%
  • Energy utilization 80%
  • Wireless networks 29%
  1 Citation (Scopus)

  9 Downloads (Pure)

• Assessing sleep-wake survival dynamics in relation to sleep quality in a placebo-controlled pharmacological intervention study with people with insomnia and healthy controls

  Hermans, L. W. A., Regis, M., Fonseca, P., Overeem, S., Leufkens, T. R. M., Vermeeren, A. & van Gilst, M. M., Jan 2021, In: Psychopharmacology. 238, p. 83-94 12 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  • Sleep Initiation and Maintenance Disorders 100%
  • Sleep 74%
  • Placebos 65%
  • Pharmacology 63%
  • zopiclone 49%
  3 Citations (Scopus)

• Association between markers of immune response at hospital admission and COVID-19 disease severity and mortality: A meta-analysis and meta-regression

  Khinda, J., Janjua, N. Z., Cheng, S., van den Heuvel, E. R., Bhatti, P. & Darvishian, M., 1 Feb 2021, In: Journal of Medical Virology. 93, 2, p. 1078-1098 21 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  • Coronavirus 100%
  • Meta-Analysis 59%
  • Biomarkers 51%
  • Mortality 40%
  • fibrin fragment D 23%
  20 Citations (Scopus)

• Complete resource pooling of a load-balancing policy for a network of battery swapping stations

  Sloothaak, F., Cruise, J. R., Shneer, S., Vlasiou, M. & Zwart, B., Oct 2021, In: Queueing Systems. 99, 1-2, p. 65-120 56 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Resource Pooling 100%
  • Load Balancing 99%
  • Battery 89%
  • Pooling 85%
  • Policy 63%
  11 Downloads (Pure)

• Correction to: Assessing sleep-wake survival dynamics in relation to sleep quality in a placebo-controlled pharmacological intervention study with people with insomnia and healthy controls

  Hermans, L. W. A., Regis, M., Fonseca, P., Overeem, S., Leufkens, T. R. M., Vermeeren, A. & van Gilst, M. M., Jan 2021, In: Psychopharmacology. 238, 1 p., 95.

  Research output: Contribution to journal › Article › Academic › peer-review

  • Sleep Initiation and Maintenance Disorders 100%
  • Sleep 74%
  • Placebos 65%
  • Pharmacology 63%

• Critical Percolation on Scale-Free Random Graphs: New Universality Class for the Configuration Model

  Dhara, S., van der Hofstad, R. & van Leeuwaarden, J. S. H., Feb 2021, In: Communications in Mathematical Physics. 382, 1, p. 123-171 49 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  • Universality 100%
  • Random Graphs 91%
  • Critical Behavior 75%
  • Configuration 74%
  • Giant Component 52%
  2 Citations (Scopus)

• Data science at farm level: Explaining and predicting within-farm variability in potato growth and yield

  Mulders, P. J. A. M., van den Heuvel, E. R., van den Borne, J., van de Molengraft, R., Heemels, W. P. M. H. & Reidsma, P., Feb 2021, In: European Journal of Agronomy. 123, 16 p., 126220.

  Research output: Contribution to journal › Article › Academic › peer-review

  • potato 100%
  • farm 72%
  • potatoes 65%
  • farms 57%
  • science 55%
  4 Citations (Scopus)

• Detecting planted structures in random graphs

  Bogerd, K. M., 17 Feb 2021, Eindhoven: Technische Universiteit Eindhoven. 157 p.

  Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)

  Open Access

  File
  152 Downloads (Pure)

• Drone-Assisted Cellular Networks: Optimal Positioning and Load Management

  Pijnappel, T. R., Van Den Berg, J. L., Borst, S. C. & Litjens, R., Apr 2021, 2021 IEEE 93rd Vehicular Technology Conference, VTC 2021-Spring - Proceedings. Institute of Electrical and Electronics Engineers, 9448643

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  • Cellular Networks 100%
  • Hot Spot 99%
  • Positioning 90%
  • Network Performance 55%
  • Disaster 49%
  2 Citations (Scopus)

• Exploring the relationship between light and subjective alertness using personal lighting conditions

  van Duijnhoven, J., Aarts, M. P. J., van den Heuvel, E. R. & Kort, H. S. M., 18 Nov 2021, In: Journal of Physics: Conference Series. 2042, 1, 6 p., 012119.

  Research output: Contribution to journal › Conference article › Academic › peer-review

  Open Access

  File

  • alertness 100%
  • illuminating 54%
  • daytime 14%
  • dosage 7%
  • curves 6%
  11 Downloads (Pure)

• Extreme-value theory for large fork-join queues, with an application to high-tech supply chains

  Meijer, M., Schol, D., Jaarsveld, W. V., Vlasiou, M. & Zwart, B., 19 May 2021, In: arXiv.org, e-Print Archive, Mathematics. 2021, 40 p., 2105.09189.

  Research output: Contribution to journal › Article › Academic

  Open Access

  File

  • Supply Chain 100%
  • Extreme Value Theory 92%
  • Queue 71%
  • Join 70%
  • Shortage 48%
  18 Downloads (Pure)

• Hyper-Scalable Load Balancing: Novel Algorithms for Parallel-Server Systems

  van der Boor, M., 26 Mar 2021, Eindhoven: Eindhoven University of Technology. 152 p.

  Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)

  Open Access

  File
  236 Downloads (Pure)

• Induced idleness leads to deterministic heavy traffic limits for queue-based random-access algorithms

  Castiel, E., Borst, S., Miclo, L., Simatos, F. & Whiting, P., Apr 2021, In: Annals of Applied Probability. 31, 2, p. 941-971 31 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  • Heavy Traffic 100%
  • Random Access 96%
  • Queue 68%
  • Scaling 54%
  • Central Limit Theorem 39%
  1 Citation (Scopus)

• Job-Replication Trade-Offs: Performance Analysis of Redundancy Systems

  Raaijmakers, Y., 1 Dec 2021, Eindhoven: Eindhoven University of Technology. 191 p.

  Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)

  Open Access

  File
  41 Downloads (Pure)

• Large deviations for acyclic networks of queues with correlated Gaussian inputs

  Zubeldia, M. & Mandjes, M., Aug 2021, In: Queueing Systems: Theory and Applications. 98, 3-4, p. 333-371 39 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Large Deviations 100%
  • Queue 72%
  • Servers 53%
  • Brownian movement 46%
  • Exponential Decay 46%
  4 Citations (Scopus)

  11 Downloads (Pure)

• Large Deviations for Semi-exponential Distributions: Theory and Applications

  Bazhba, M., 26 May 2021, Eindhoven: Technische Universiteit Eindhoven. 219 p.

  Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)

  Open Access

  File
  44 Downloads (Pure)

• Large fluctuations in locational marginal prices

  Nesti, T., Moriarty, J., Zocca, A. & Zwart, B., 26 Jul 2021, In: Philosophical transactions. Series A, Mathematical, physical, and engineering sciences. 379, 2202, 16 p., 20190438.

  Research output: Contribution to journal › Article › Academic › peer-review

  • Fluctuations 100%
  • Electric power systems 88%
  • grids 86%
  • spikes 70%
  • mathematics 39%
  2 Citations (Scopus)

• Large fork-join queues with nearly deterministic arrival and service times

  Schol, D., Vlasiou, M. & Zwart, B., 14 Dec 2021, (E-pub ahead of print) In: Mathematics of Operations Research. XX, X

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Fluid Limits 100%
  • Arrival Time 88%
  • Queue Length 85%
  • Queue 68%
  • Join 67%
  18 Downloads (Pure)

• Load Balancing in Heterogeneous Server Clusters: Insights From a Product-Form Queueing Model

  van der Boor, M. & Comte, C., 10 May 2021, (Accepted/In press) 2021 IEEE/ACM 29th International Symposium on Quality of Service (IWQOS). Institute of Electrical and Electronics Engineers, p. 1-10 10 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  File

  • Load Balancing 100%
  • Queueing Model 80%
  • Data Center 29%
  • Stationary Distribution 27%
  • Optimality 27%
  12 Downloads (Pure)

• Modèle de couplage stochastique non-biparti

  Translated title of the contribution: Stochastic non-bipartite matching modelComte, C., 6 May 2021.

  Research output: Contribution to conference › Paper › Academic

  Open Access

• Modeling Rydberg gases using random sequential adsorption on random graphs

  Rutten, D. & Sanders, J., Mar 2021, In: Physical Review A. 103, 3, 22 p., 033302.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • statistics 100%
  • adsorption 97%
  • gases 65%
  • constrictions 57%
  • applications of mathematics 39%
  5 Downloads (Pure)

• Optimal capacity allocation for heavy-traffic fixed-cycle traffic-light queues and intersections

  Boon, M. A. A., Janssen, A. J. E. M., van Leeuwaarden, J. S. H. & Timmerman, R. W., 12 Apr 2021, (Submitted) In: arXiv.org, e-Print Archive, Mathematics.

  Research output: Contribution to journal › Article › Academic

• Optimal hyper-scalable load balancing with a strict queue limit

  van der Boor, M., Borst, S. & van Leeuwaarden, J., Sep 2021, In: Performance Evaluation. 149-150, 20 p., 102217.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Load Balancing 100%
  • Server 73%
  • Queue 67%
  • Communication 62%
  • Resource allocation 57%
  10 Downloads (Pure)

• Optimal subgraph structures in scale-free configuration models

  van der Hofstad, R., Van Leeuwaarden, J. S. H. & Stegehuis, C., Apr 2021, In: Annals of Applied Probability. 31, 2, p. 501-537 37 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  • Subgraph 100%
  • Configuration 95%
  • Scale-free Networks 84%
  • Complex Networks 70%
  • Functionality 65%
  4 Citations (Scopus)

  1 Downloads (Pure)

• Optimisation of clinical workflow and monitor settings safely reduces alarms in the NICU

  Varisco, G., van de Mortel, H., Cabrera-Quiros, L., Atallah, L., Hueske-Kraus, D., Long, X., Cottaar, E. J. E., Zhan, Z., Andriessen, P. & Van Pul, C., Apr 2021, In: Acta Paediatrica. 110, 4, p. 1141-1150 10 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  • Workflow 100%
  • Neonatal Intensive Care Units 97%
  • Nurses 65%
  • Fatigue 19%
  • Oxygen 16%
  3 Citations (Scopus)

• Pass-and-Swap Queues

  Comte, C. & Dorsman, J-P., Aug 2021, In: Queueing Systems: Theory and Applications. 98, 3-4, p. 275-331 57 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Swap 100%
  • Swaps 86%
  • Customers 78%
  • Queue 75%
  • Scheduling 52%
  15 Downloads (Pure)

• Performance Evaluation of Stochastic Bipartite Matching Models

  Comte, C. & Dorsman, J-P. L., 2021, Performance Engineering and Stochastic Modeling - 17th European Workshop, EPEW 2021, and 26th International Conference, ASMTA 2021, Proceedings. Ballarini, P., Castel, H., Dimitriou, I., Iacono, M., Phung-Duc, T. & Walraevens, J. (eds.). p. 425-440 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13104 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

  Open Access

  • Bipartite Matching 100%
  • Performance Evaluation 91%
  • Server 73%
  • Customers 70%
  • Servers 49%

• Personal lighting conditions of office workers: An exploratory field study

  van Duijnhoven, J., Aarts, M. P. J., van den Heuvel, E. R. & Kort, H. S. M., Jun 2021, In: Lighting Research and Technology. 53, 4, p. 285-310 26 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  • Lighting 100%
  • Dosimeters 47%
  • Color 22%
  • Sensors 16%
  • Temperature 12%
  3 Citations (Scopus)

• Platoon forming algorithms for intelligent street intersections

  Timmerman, R. W. & Boon, M. A. A., 19 Feb 2021, In: Transportmetrica A: Transport Science. 17, 3, p. 278-307 30 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  • Fairness 100%
  • fairness 85%
  • Delay Analysis 79%
  • Autonomous Vehicles 71%
  • Access Control 59%
  3 Citations (Scopus)

• Predicting confirmation times of Bitcoin transactions

  Gundlach, R., Gijsbers, M., Koops, D. & Resing, J., 19 May 2021, In: Performance Evaluation Review. 48, 4, p. 16-19 4 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  • Bitcoin 100%
  • Gaussian distribution 54%
  • Mathematical models 16%
  • Data storage equipment 14%
  2 Citations (Scopus)

• Robustness analysis of Bitcoin confirmation times

  Stoepker, I., Gundlach, R. & Kapodistria, S., 19 May 2021, In: Performance Evaluation Review. 48, 4, p. 20-23 4 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  • Bitcoin 100%
  • Miners 14%
  • Blockchain 14%
  1 Citation (Scopus)

  1 Downloads (Pure)

• Scaling limits for closed product-form queueing networks

  van Kreveld, L. R., Boxma, O. J., Dorsman, J. L. & Mandjes, M. R. H., Nov 2021, In: Performance Evaluation. 151, X, 28 p., 102220.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Queueing networks 100%
  • Queueing Networks 96%
  • Product Form 95%
  • Scaling Limit 87%
  • Queue 74%
  1 Citation (Scopus)

  11 Downloads (Pure)

• Shot-noise queueing models

  Boxma, O. & Mandjes, M., Oct 2021, In: Queueing Systems. 99, 1-2, p. 121-159 39 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Shot noise 100%
  • Shot Noise 98%
  • Queueing Model 83%
  • Queue 65%
  • Workload 44%
  15 Downloads (Pure)

• Single-server queues under overdispersion in the heavy-traffic regime

  Boxma, O., Heemskerk, M. & Mandjes, M., 2021, In: Stochastic Models. 37, 1, p. 197-230 34 p.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  • Single Server Queue 100%
  • Heavy Traffic 95%
  • Overdispersion 92%
  • Servers 53%
  • Time Windows 51%

• Spectral norm bounds for block Markov chain random matrices

  Sanders, J. & Senen-Cerda, A., 11 Nov 2021, In: arXiv.

  Research output: Contribution to journal › Article › Academic

  File

  • Spectral Norm 100%
  • Random Matrices 78%
  • Jump 64%
  • Markov chain 64%
  • Path 53%
  16 Downloads (Pure)

• Stability, memory, and messaging tradeoffs in heterogeneous service systems

  Gamarnik, D., Tsitsiklis, J. N. & Zubeldia, M., 9 Nov 2021, (E-pub ahead of print) In: Mathematics of Operations Research. XX, X

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  File

  • Dispatching 100%
  • Server 87%
  • Service System 85%
  • Trade-offs 83%
  • Policy 79%
  2 Downloads (Pure)

• Stability and tail behavior of redundancy systems with processor sharing

  Raaijmakers, Y., Borst, S. & Boxma, O., May 2021, In: Performance Evaluation. 147, 19 p., 102195.

  Research output: Contribution to journal › Article › Academic › peer-review

  Open Access

  • Processor Sharing 100%
  • Replica 93%
  • Tail Behavior 87%
  • Redundancy 58%
  • Server 42%