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Simulation and Stochastic Modelling

  1. 2022
  2. Published

    Reducing and Calibrating for Input Model Bias in Computer Simulation

    Morgan, L., Rhodes-Leader, L. & Barton, R., 30/08/2022, In: INFORMS Journal on Computing. 34, 4, p. 2368-2382 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  3. E-pub ahead of print

    Distributionally Robust Resource Planning Under Binomial Demand Intakes

    Black, B., Ainslie, R., Dokka, T. & Kirkbride, C., 19/08/2022, (E-pub ahead of print) In: European Journal of Operational Research.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  4. Published

    Business Transformation in an Age of Turbulence-Lessons Learned from COVID-19

    Li, X., Voorneveld, M. & de Koster, R., 31/03/2022, In: Technological Forecasting and Social Change. 176, 12 p., 121452.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  5. Published

    Comparing Data Collection Strategies via Input Uncertainty When Simulating Testing Policies Using Viral Load Profiles

    Parmar, D., Morgan, L., Titman, A., Regnier, E. & Sanchez, S., 28/02/2022, WSC '21: Proceedings of the Winter Simulation Conference. IEEE Press, 12 p. 101

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  6. Published

    Indolence is fatal: Research Opportunities in Designing Digital Shadows and Twins for Decision Support

    Marquardt, T., Cleophas, C. & Morgan, L., 28/02/2022, WSC '21: Proceedings of the Winter Simulation Conference. IEEE, 11 p. 239. (Proceedings of the Winter Simulation Conference).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  7. Published

    Performance evaluation of scheduling policies for the Dynamic and Stochastic Resource-Constrained Multi-Project Scheduling Problem

    Satic, U., Jacko, P. & Kirkbride, C., 28/02/2022, In: International Journal of Production Research. 60, 4, p. 1411-1423 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  8. Published

    Eliciting Agents’ Behaviour using Scenario-Based Questionnaire in Agent-Based Dairy Supply Chain Simulation

    Utomo, D., Onggo, S., Eldridge, S., Daud, A. R. & Tejaningsih, S., 31/01/2022, In: Journal of Simulation. 16, 1, p. 58-72 15 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  9. Published
  10. 2021
  11. E-pub ahead of print

    Using forecasting to evaluate the impact of COVID-19 on passenger air transport demand

    Li, X., de Groot, M. & Bäck, T., 17/10/2021, (E-pub ahead of print) In: Decision Sciences.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  12. Published

    Lifecycle Forecast for Consumer Technology Products with Limited Sales Data

    Li, X., Yin, Y., Manrique, D. V. & Bäck, T., 30/09/2021, In: International Journal of Production Economics. 239, 10 p., 108206.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  13. Published

    Operational Strategies for on-demand personal shopper services

    Arslan, A., Agatz, N. & Klapp, M. A., 30/09/2021, In: Transportation Research Part C: Emerging Technologies . 130, 17 p., 103320.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  14. Published

    Identifying and Responding to Outlier Demand in Revenue Management

    Rennie, N., Cleophas, C., Sykulski, A. & Dost, F., 16/09/2021, In: European Journal of Operational Research. 293, 3, p. 1015-1030 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  15. E-pub ahead of print

    A multi-fidelity modelling approach for airline disruption management using simulation

    Rhodes-Leader, L., Nelson, B., Onggo, S. & Worthington, D., 14/09/2021, (E-pub ahead of print) In: Journal of the Operational Research Society. 14 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  16. Published

    When to Allocate Capacity for Upward Line Extensions Under Competition and Consumer Taste Uncertainty?

    Li, X., Zuidwijk, R., de Koster, MBM. & Sethi, S., 28/08/2021, SSRN Working Paper.

    Research output: Working paper

  17. Published

    Heuristic and reinforcement learning methods for admission and routing control in a queueing system with multiple heterogeneous facilities

    Shone, R., Knight, V. A. & Harper, P. R., 14/07/2021.

    Research output: Contribution to conference - Without ISBN/ISSN Abstract

  18. Published

    Applications of stochastic modeling in air traffic management: Methods, challenges and opportunities for solving air traffic problems under uncertainty

    Shone, R., Glazebrook, K. & Zografos, K. G., 1/07/2021, In: European Journal of Operational Research. 292, 1, p. 1-26 26 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  19. Published

    A new stochastic optimisation framework for airport slot allocation

    Fairbrother, J., Shone, R., Glazebrook, K. & Zografos, K. G., 22/04/2021.

    Research output: Contribution to conference - Without ISBN/ISSN Abstract

  20. Published

    Detecting outlying demand in multi-leg bookings for transportation networks

    Rennie, N., Cleophas, C., Sykulski, A. M. & Dost, F., 9/04/2021, In: arXiv.org.

    Research output: Contribution to Journal/MagazineJournal article

  21. Published

    A Two Stage Algorithm for Guiding Data Collection Towards Minimising Input Uncertainty

    Parmar, D., Morgan, L., Titman, A., Williams, R. & Sanchez, S., 22/03/2021, Proceedings of the Operational Research Society Simulation Workshop 2021 (SW21). Birmingham: Operational Research Society, p. 127-136 10 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  22. Published

    User Experiences using FLAME: A Case Study Modelling Conflict in Large Enterprise System Implementations

    Williams, R., 1/01/2021, In: Simulation Modelling Practice and Theory. 106, 15 p., 102196.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  23. Published

    Replicating agent-based simulation models of herding in financial markets

    Liu, X., 2021, Lancaster University. 260 p.

    Research output: ThesisDoctoral Thesis

  24. 2020
  25. Published

    Metric learning for simulation analytics

    Laidler, G., Morgan, L., Nelson, B. & Pavlidis, N., 18/12/2020, Proceedings of the 2020 Winter Simulation Conference. IEEE, p. 349-360 12 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  26. Published

    A conservative index heuristic for routing problems with multiple heterogeneous service facilities

    Shone, R., Knight, V. A. & Harper, P. R., 1/12/2020, In: Mathematical Methods of Operational Research. 92, 3, p. 511-543 33 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  27. Published

    Performance evaluation of scheduling policies for the DRCMPSP

    Satic, U., Jacko, P. & Kirkbride, C., 7/11/2020, Analytical and Stochastic Modelling Techniques and Applications: 25th International Conference, ASMTA 2019, Moscow, Russia, October 21–25, 2019, Proceedings. Cham: Springer, p. 100-114 15 p. (Lecture Notes in Computer Science ; vol. 12023).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  28. Published

    An Agent-based Classroom Lessons Model and Simulation

    Ingram, F., 11/2020, Lancaster University. 229 p.

    Research output: ThesisDoctoral Thesis

  29. Published

    A Stochastic Programming Model for Slot Allocation at Congested Airports

    Fairbrother, J., Shone, R., Glazebrook, K. & Zografos, K. G., 17/09/2020.

    Research output: Contribution to conference - Without ISBN/ISSN Abstract

  30. Published

    On the dynamic allocation of assets subject to failure

    Ford, S., Atkinson, M. P., Glazebrook, K. & Jacko, P., 1/07/2020, In: European Journal of Operational Research. 284, 1, p. 227-239 13 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  31. Published

    Robust and stochastic approaches to network capacity design under demand uncertainty

    Garuba, F., 06/2020, Lancaster University. 180 p.

    Research output: ThesisDoctoral Thesis

  32. Published

    Adaptive policies for perimeter surveillance problems

    Grant, J. A., Leslie, D. S., Glazebrook, K., Szechtman, R. & Letchford, A., 16/05/2020, In: European Journal of Operational Research. 283, 1, p. 265-278 14 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  33. Published

    An Efficient Approach to Distributionally Robust Network Capacity Planning

    Dokka Venkata Satyanaraya, T., Garuba, F., Goerigk, M. & Jacko, P., 9/04/2020, In: arXiv.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  34. Published

    Fast or Slow: Search in Discrete Locations with Two Search Modes

    Clarkson, J., Glazebrook, K. D. & Lin, K., 31/03/2020, In: Operations Research. 68, 2, p. 552-571 20 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  35. Published

    A Comparison of Data-Driven Uncertainty Sets for Robust Network Design

    Garuba, F., Goerigk, M. & Jacko, P., 23/03/2020, In: arXiv.

    Research output: Contribution to Journal/MagazineJournal article

  36. Published

    A slot scheduling mechanism at congested airports which incorporates efficiency, fairness and airline preferences

    Fairbrother, J., Zografos, K. G. & Glazebrook, K., 1/01/2020, In: Transportation Science. 54, 1, p. 115-138 24 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  37. Published

    Multi-fidelity modelling approach for airline disruption management using simulation

    Rhodes-Leader, L., 2020, Lancaster University. 316 p.

    Research output: ThesisDoctoral Thesis

  38. 2019
  39. Published

    A Multi-location Defence Scheme Against SSDP Reflection Attacks in the Internet of Things

    Liu, X., Zheng, L., Cao, S., Helal, S., Zhou, J., Jia, H. & Zhang, W., 31/12/2019, Cyberspace Data and Intelligence, and Cyber-Living, Syndrome, and Health . Ning, H. (ed.). Vol. 1137 CCIS. p. 187-198 12 p. (Communications in Computer and Information Science).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  40. Published

    Robust Network Capacity Expansion with Non-linear Costs

    Garuba, F., Goerigk, M. & Jacko, P., 15/11/2019, 19th Symposium on Algorithmic Approaches for Transportation Modelling, Optimization, and Systems, ATMOS 2019. Cacchiani, V. & Marchetti-Spaccamela, A. (eds.). Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik, p. 5.1-5.13 13 p. (OASICS; vol. 75).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  41. Published

    Resource allocation in congested queueing systems with time-varying demand: An application to airport operations

    Shone, R., Glazebrook, K. D. & Zografos, K. G., 16/07/2019, In: European Journal of Operational Research. 276, 2, p. 566-581 16 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  42. Published

    Special issue on the Mathematics of Operational Research

    Fliege, J. & Glazebrook, K., 1/07/2019, In: IMA Journal of Management Mathematics. 30, 3, p. 267-267 1 p.

    Research output: Contribution to Journal/MagazineEditorialpeer-review

  43. Published

    A Comparison of Models for Uncertain Network Design

    Garuba, F., Goerigk, M. & Jacko, P., 23/06/2019. 20 p.

    Research output: Contribution to conference - Without ISBN/ISSN Conference paperpeer-review

  44. Published

    Optimising the trade-off between scheduling and operational delays at congested airports

    Shone, R., Fairbrother, J., Glazebrook, K. & Zografos, K., 26/04/2019.

    Research output: Contribution to conference - Without ISBN/ISSN Abstract

  45. Published

    Optimal scheduling for the decommissioning of nuclear sites

    Bold, M., Boyacı, B., Goerigk, M. & Kirkbride, C., 25/04/2019.

    Research output: Contribution to conference - Without ISBN/ISSN Abstract

  46. Published

    Capacity Uncertainty in Airline Revenue Management: Models, Algorithms, and Computations

    Busing, C., Kadatz, D. & Cleophas, C., 1/03/2019, In: Transportation Science. 53, 2, p. 383-400 18 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  47. Published

    Multi-fidelity simulation optimisation for airline disruption management

    Rhodes-Leader, L., Worthington, D. J., Nelson, B. L. & Onggo, B. S. S., 4/02/2019, 2018 Winter Simulation Conference (WSC). IEEE, p. 2179-2190 12 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  48. Published

    Crowdsourced Delivery—A Dynamic Pickup and Delivery Problem with Ad Hoc Drivers

    Arslan, A., Agatz, N., Kroon, L. & Zuidwijk, R., 31/01/2019, In: Transportation Science. 53, 1, p. 222-235 14 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  49. Published

    Dynamic Decision Making under Supply Chain Competition

    Li, X., 11/01/2019, Erasmus University.

    Research output: ThesisDoctoral Thesis

  50. Published
  51. 2018
  52. Published

    Dynamic control of airport capacity allocation with stochastic considerations

    Shone, R., Glazebrook, K. D. & Zografos, K., 5/11/2018.

    Research output: Contribution to conference - Without ISBN/ISSN Abstract

  53. Published

    Private Collaborative Business Benchmarking in the Cloud

    Sobati-Moghadam, S. & Fayoumi, A., 2/11/2018, Intelligent Computing: SAI 2018. Arai, K., Kapoor, S. & Bhatia, R. (eds.). Cham: Springer, p. 1359-1365 7 p. (Advances in Intelligent Systems and Computing; vol. 857).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  54. Published

    Solving the Slot Allocation Problem with Flexible Scheduling of Series of Slots

    Fairbrother, J., Zografos, K., Maher, S. & Glazebrook, K. D., 11/2018.

    Research output: Contribution to conference - Without ISBN/ISSN Abstract

  55. Published

    Stochastic Modelling of Aircraft Queues

    Shone, R., Glazebrook, K. D. & Zografos, K., 13/09/2018.

    Research output: Contribution to conference - Without ISBN/ISSN Abstract

  56. Published

    Stochastic Modelling of Aircraft Queues: A Review

    Shone, R., Glazebrook, K. D. & Zografos, K., 11/09/2018, OR60: The OR Society Annual Conference: Keynote Papers. Kheiri, A. (ed.). p. 61-83 23 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paper

  57. Published
  58. Published

    Lessons learned on development and application of agent-based models of complex dynamical systems

    Williams, R. A., 04/2018, In: Simulation Modelling Practice and Theory. 83, p. 201-212 12 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  59. Published

    Airline Disruption Recovery Using Symbiotic Simulation and Multi-fidelity Modelling

    Rhodes-Leader, L., Onggo, B. S. S., Worthington, D. J. & Nelson, B. L., 19/03/2018, Proceedings of the 9th Operational Research Society Simulation Workshop (SW18). Operational Research Society, p. 146-155 10 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  60. Published

    Strategic and Tactical Methods for Reducing Delays at Airports

    Shone, R., Glazebrook, K. D. & Zografos, K., 12/01/2018.

    Research output: Contribution to conference - Without ISBN/ISSN Abstract

  61. Published

    ADP strategies for resource allocation at congested airports

    Shone, R., Glazebrook, K. D. & Zografos, K., 2018.

    Research output: Contribution to conference - Without ISBN/ISSN Abstract

  62. Published
  63. Published

    Modelling Dairy Supply Chain in West Java using Agent-Based Simulation

    Utomo, D., Onggo, B. S. S. & Eldridge, S., 2018, Lancaster: Department of Management Science, Lancaster University.

    Research output: Working paper

  64. 2017
  65. Published

    Excavating the Treasure of IoT Data: An Architecture to Empower Rapid Data Analytics for Predictive Maintenance of Connected Vehicles

    Cleophas, C., 10/12/2017.

    Research output: Contribution to conference - Without ISBN/ISSN Conference paperpeer-review

  66. Published

    The Role of IT and Knowledge Management Capabilities in Generating Innovation Knowledge in Telecom Companies

    AL-Jaafreh, A. & Fayoumi, A., 11/10/2017, Proceedings of the 28th Australasian Conference on Information Systems. ACIS, 9 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  67. Published

    Tactical Optimisation for the Management of Scarce Resources at Busy Airports

    Shone, R., Glazebrook, K. D. & Zografos, K., 22/09/2017.

    Research output: Contribution to conference - Without ISBN/ISSN Abstract

  68. Published

    Wind farm layout optimization under uncertainty

    Mirhassani, S. A. & Yarahmadi, A., 07/2017, In: Renewable Energy. 107, p. 288-297 10 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  69. Published

    Investigating IKK Dynamics in the NF-κB Signalling Pathway using X-Machines

    Williams, R. A., Timmis, J. & Qwarnstrom, E. E., 5/06/2017, Proceedings of the 2017 IEEE Congress on Evolutionary Computation: Special Session on Artificial Immune Systems: Algorithms, Simulation, Modelling and Theory. IEEE, p. 249-256 8 p. 33

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  70. Published

    Combinatorial Multi-Armed Bandits with Filtered Feedback

    Grant, J. A., Leslie, D. S., Glazebrook, K. & Szechtman, R., 26/05/2017, In: arxiv.org.

    Research output: Contribution to Journal/MagazineJournal article

  71. Published

    Modelling Operational Delays at Airports

    Shone, R., Glazebrook, K. D. & Zografos, K., 20/04/2017.

    Research output: Contribution to conference - Without ISBN/ISSN Poster

  72. Published

    Approximate dynamic programming algorithms for multidimensional flexible production-inventory problems

    Cimen, M. & Kirkbride, C., 04/2017, In: International Journal of Production Research. 55, 7, p. 2034-2050 17 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  73. Published

    On the identification and mitigation of weaknesses in the Knowledge Gradient policy for multi-armed bandits

    Edwards, J., Fearnhead, P. & Glazebrook, K. D., 04/2017, In: Probability in the Engineering and Informational Sciences. 31, 2, p. 239-263 25 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  74. 2016
  75. Published

    Rosen's (M,R) system as an X-machine

    Palmer, M. L., Williams, R. A. & Gatherer, D., 7/11/2016, In: Journal of Theoretical Biology. 408, p. 97-104 8 p.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  76. Published

    Statistical techniques complement UML when developing domain models of complex dynamical biosystems

    Williams, R. A., Timmis, J. & Qwarnstrom, E. E., 29/08/2016, In: PLoS ONE. 11, 8, 27 p., e0160834.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  77. Published

    Tie-breaking can maximize fairness without sacrificing throughput in D2D-assisted networks

    Mancuso, V., Asadi, A. & Jacko, P., 26/07/2016, WoWMoM 2016 - 17th International Symposium on a World of Wireless, Mobile and Multimedia Networks. Institute of Electrical and Electronics Engineers Inc., 7523498

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  78. 2015
  79. Published

    Modelling conflict within the social networks of large multi-vendor software projects using communicating stream x-machines

    Williams, R., 07/2015, Proceedings of the European Conference on Artificial Life. Andrews, P., Caves, L., Doursat, R., Hickinbotham, S., Pollack, F., Stepney, S., Taylor, T. & Timmis, J. (eds.). Cambridge, Mass.: MIT Press, p. 79 1 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

  80. 2013
  81. Published

    Determining disease interventions strategies using spatially resolved simulations

    Read, M., Andrews, P., Timmis, J., Williams, R., Greaves, R., Sheng, H., Coles, M. & Kumar, V., 14/11/2013, In: PLoS ONE. 8, 11, 14 p., e80506.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

  82. Published

    In silico investigation into dendritic cell regulation of CD8Treg mediated killing of Th1 cells in murine experimental autoimmune encephalomyelitis

    Williams, R., Greaves, R., Read, M., Timmis, J., Andrews, P. S. & Kumar, V., 04/2013, In: BMC Bioinformatics. 14, suppl. 6, 9 p., S9.

    Research output: Contribution to Journal/MagazineJournal articlepeer-review

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