Lahrichi, N., Crainic, T. G., Gendreau, M., Rei, W., & Rousseau, L.-M. Strategic analysis of the diary transportation problem. (Technical Report n° CIRRELT-2012-80).
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Lahrichi, Nadia
Directory of Experts
Lahrichi, Nadia
Directory of Experts
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Journal article (41)
Conference paper (16)
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Book chapter (1)
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Report (13)
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Nadia Lahrichi (72)
- 2024 (1)
Report
- 2023 (3)
Journal article Sauthier, N., Bouchakri, R., Carrier, F. M., Sauthier, M., Mullie, L.-A., Cardinal, H., Fortin, M.-C., Lahrichi, N., & Chassé, M. (2023). Automated screening of potential organ donors using a temporal machine learning model. Scientific Reports, 13(1), 8459 (8 pages).Journal article Yu, C., Lahrichi, N., & Matta, A. (2023). Optimal budget allocation policy for tabu search in stochastic simulation optimization. Computers & Operations Research, 150, 106046 (22 pages).Journal article Berthelot, S., Longtin, Y., Margni, M., Guertin, J. R., Leblanc, A., Marx, T., Mangou, K., Bluteau, A., Mantovani, D., Mikhaylin, S., Bergeron, F., Dancause, V., Desjardins, A., Lahrichi, N., Martin, D., Sossa, C. J., Lachapelle, P., Schaal, S., Genest, I., ... Beatty, E. (2023). Postpandemic Evaluation of the Eco-Efficiency of Personal Protective Equipment Against COVID-19 in Emergency Departments: Proposal for a Mixed Methods Study. JMIR Research Protocols, 12, e50682 (14 pages).
- 2022 (12)
Journal article Lahrichi, N., Lanzarone, E., & Yalcindai, S. (2022). A First Route Second Assign decomposition to enforce continuity of care in home health care. Expert Systems With Applications, 193, 116442 (13 pages).Conference paper Niroumandrad, N., Lahrichi, N., & Lodi, A. (2022, July). A Learning Metaheuristic Algorithm for a Scheduling Application [Paper]. 14th International Conferecne on Metaheuristics (MIC 2022), Syracure, Italy.Journal article Augusto, V., Lahrichi, N., Lanzarone, E., Lee, T., & Song, J. (2022). Analytics and Optimization in Healthcare Management. Flexible Services and Manufacturing Journal, 34(4), 821-823.Journal article Breuer, D. J., Seridi, K., Lahrichi, N., Shukla, M., & Benneyan, J. C. (2022). Correction to: Robust multi-period capacity, location, and access of rural cardiovascular services under uncertainty. Flexible Services and Manufacturing Journal, 34(4), 1117-1117.Journal article Vergnolle, G., & Lahrichi, N. (2022). Data-Driven Analysis of Employee Churn in the Home Care Industry. Home Health Care Management and Practice, 35(2), 75-85.Journal article Ghiyasinasab, M., Morisson, L., Laferrière-Langlois, P., Geraldo-Demers, M.-A., Gélinas, C., Nadeau-Vallée, M., Verdonck, O., Lahrichi, N., & Richebé, P. (2022). Identification of the intraoperative antinociceptive effect of intravenous fentanyl using the Nociception Level (NOL) index versus clinical parameters in patients undergoing gynecological laparoscopic surgery: A secondary analysis of the NOLGYN study. Anaesthesia Critical Care & Pain Medicine, 41(4), 101102 (6 pages).Journal article Breuer, D. J., Kapadia, S., Lahrichi, N., & Benneyan, J. C. (2022). Joint robust optimization of bed capacity, nurse staffing, and care access under uncertainty. Annals of Operations Research, 312(2), 673-689.Report Niroumandrad, N., Lahrichi, N., & Lodi, A. (2022). Learning tabu search algorithms : a scheduling application. (Technical Report).Journal article Bentayeb, D., Lahrichi, N., & Rousseau, L.-M. (2022). On integrating patient appointment grids and technologist schedules in a radiology center. Health Care Management Science, 26(1), 62-78.Journal article Rositch, A. F., Singh, A., Lahrichi, N., Paz-Soldan, V. A., Kohler-Smith, A., Gravitt, P. E., & Gralla, E. (2022). Planning for resilience in screening operations using discrete event simulation modeling: example of HPV testing in Peru. Implementation science communications, 3, 65 (13 pages).Journal article Morisson, L., Nadeau-Vallée, M., Espitalier, F., Laferrière-Langlois, P., Idrissi, M., Lahrichi, N., Gélinas, C., Verdonck, O., & Richebé, P. (2022). Prediction of acute postoperative pain based on intraoperative nociception level (NOL) index values: the impact of machine learning-based analysis. Journal of Clinical Monitoring and Computing, 37(1), 337-344.Journal article Breuer, D. J., Lahrichi, N., Shukla, M., & Benneyan, J. C. (2022). Robust multi-period capacity, location, and access of rural cardiovascular services under uncertainty. Flexible Services and Manufacturing Journal, 34(4), 1013-1039.
- 2021 (4)
Journal article Ghiyasinasab, M., Lahrichi, N., & Lehoux, N. (2021). A simulation model to analyse automation scenarios in decontamination centers. Health Systems, 12(2), 181-197.Journal article Madelin, G., & Lahrichi, N. (2021). Modeling and improving the logistic distribution network of a hospital. International Transactions in Operational Research, 28(1), 70-90.Journal article Camiat, F., Restrepo, M. I., Chauny, J.-M., Lahrichi, N., & Rousseau, L.-M. (2021). Productivity-driven physician scheduling in emergency departments. Health Systems, 10(2), 104-117.Journal article El Hage, J., Gravitt, P., Ravel, J., Lahrichi, N., & Gralla, E. (2021). Supporting scale-up of COVID-19 RT-PCR testing processes with discrete event simulation. PLOS One, 16(7), 19 pages.
- 2020 (8)
Report Augustin, A., Jouvet, P., Lahrichi, N., Lodi, A., & Rousseau, L.-M. (2020). A Data-driven approach to include availability of ICU beds in the planning of the operating room. (Technical Report n° CIRRELT-2020-10).Journal article Benzaid, M., Lahrichi, N., & Rousseau, L.-M. (2020). Chemotherapy appointment scheduling and daily outpatient-nurse assignment. Health Care Management Science, 23(1), 34-50.Journal article Troy, P., Lahrichi, N., Porubska, D., & Rosenberg, L. (2020). Fine-grained simulation optimization for the design and operations of a multi-activity clinic. Flexible Services and Manufacturing Journal, 32(3), 599-628.Journal article Grenouilleau, F., Lahrichi, N., & Rousseau, L.-M. (2020). New decomposition methods for home care scheduling with predefined visits. Computers & Operations Research, 115, 104855 (9 pages).Report Bentayeb, D., Lahrichi, N., & Rousseau, L.-M. (2020). On integrating patients appointment grids and technologist schedules in a radiology center. (Technical Report n° CIRRELT-2020-09).Report Roy, P., Restrepo, M. I., Chauny, J.-M., Lahrichi, N., & Rousseau, L.-M. (2020). Predicting patient's consultation length in emergency departments with machine learning. (Technical Report n° EasyChair Preprint no. 2578).Journal article Vieira, B., Demirtas, D., van de Kamer, J. B., Hans, E. W., Rousseau, L.-M., Lahrichi, N., & van Harten, W. H. (2020). Radiotherapy treatment scheduling considering time window preferences. Health Care Management Science, 23(4), 520-534.Journal article Breuer, D. J., Lahrichi, N., Clark, D. E., & Benneyan, J. C. (2020). Robust combined operating room planning and personnel scheduling under uncertainty. Operations Research for Health Care, 27, 100276 (13 pages).
- 2019 (8)
Conference paper Vieira, B., Demirtas, D., van de Kamer, J. B., Hans, E. W., Rousseau, L.-M., Lahrichi, N., & van Harten, W. H. (2019, May). A Mathematical Programming Model for Radiotherapy Scheduling with TimeWindows [Paper]. 4th International Conference on Health Care Systems Engineering (HCSE 2019), Montréal, Qc, Canada.Conference paper Lavoie, G., Belanger, V., de Montigny, L., & Lahrichi, N. (2019, May). A Realistic Simulation Model of Montréal Emergency Medical Services [Paper]. 4th International Conference on Health Care Systems Engineering (HCSE 2019), Montréal, Qc, Canada.Journal article Grenouilleau, F., Legrain, A., Lahrichi, N., & Rousseau, L.-M. (2019). A set partitioning heuristic for the home health care routing and scheduling problem. European Journal of Operational Research, 275(1), 295-303.Journal article Mahnam, M., Gendreau, M., Lahrichi, N., & Rousseau, L.-M. (2019). Integrating DVH criteria into a column generation algorithm for VMAT treatment planning. Physics in Medicine and Biology, 64(8), 14 pages.Conference paper Musaraganyi, L., Germain, S., Lahrichi, N., & Rousseau, L.-M. (2019, May). Integration of Users Preferences into the Home Healthcare Routing and Scheduling Multi-objective Problem: A Hierarchical Approach with Pareto-Optimal Alternative Solutions [Paper]. 4th International Conference on Health Care Systems Engineering (HCSE 2019), Montréal, Qc, Canada.Report Grenouilleau, F., Lahrichi, N., & Rousseau, L.-M. (2019). New decomposition methods for home care scheduling with predefined visits. (Technical Report n° CIRRELT-2019-10).Journal article Bentayeb, D., Lahrichi, N., & Rousseau, L.-M. (2019). Patient scheduling based on a service-time prediction model: a data-driven study for a radiotherapy center. Health Care Management Science, 22(4), 768-782.Conference paper Bentayeb, D., Lahrichi, N., & Rousseau, L.-M. (2019, May). Simultaneous Optimization of Appointment Grid and Technologist Scheduling in a Radiology Center [Paper]. 4th International Conference on Health Care Systems Engineering (HCSE 2019), Montréal, Qc, Canada.
- 2018 (3)
Journal article Niroumandrad, N., & Lahrichi, N. (2018). A stochastic tabu search algorithm to align physician schedule with patient flow. Health Care Management Science, 21(2), 244-258.Report Troy, P., Lahrichi, N., Porubska, D., & Rosenberg, L. (2018). Fine-grained simulation optimization for the design and operations of a multi-activity clinic. (Technical Report n° CIRRELT-2018-47).Book chapter Lahrichi, N., Rousseau, L.-M., & Van Hoeve, W.-J. (2018). Residential Care. In Handbook of Healthcare Analytics (257-285).
- 2017 (5)
Conference paper Lahrichi, N., Lanzarone, E., & Yalcinda, S. (2017, May). A new decomposition approach for the home health care problem [Paper]. 3rd International Conference on Health Care Systems Engineering (HCSE 2017), Florence, Italy.Report Grenouilleau, F., Legrain, A., Lahrichi, N., & Rousseau, L.-M. (2017). A set partitioning heuristic for the home health care routing and scheduling problem. (Technical Report n° CIRRELT -2017-70).Journal article Gilli, Q., Mustapha, K., Frayret, J.-M., Lahrichi, N., & Karimi, E. (2017). Patient model for colon and colorectal cancer care trajectory simulation. Health Science Journal, 11(6), 536 (16 pages).Report Mahnam, M., Gendreau, M., Lahrichi, N., & Rousseau, L.-M. (2017). Simultaneous Delivery Time and Aperture Shape Optimization for the Volumetric-Modulated Arc Therapy (VMAT) Treatment Planning Problem. (Technical Report n° CIRRELT-2017-09).Journal article Mahnam, M., Gendreau, M., Lahrichi, N., & Rousseau, L.-M. (2017). Simultaneous delivery time and aperture shape optimization for the volumetric-modulated arc therapy (VMAT) treatment planning problem. Physics in Medicine and Biology, 62(14), 5589-5611.
- 2016 (5)
Conference paper Mustapha, K., Gilli, Q., Frayret, J.-M., & Lahrichi, N. (2016, July). Agent-based modelling and simulation framework for health care [Paper]. 6th International Conference on Simulation and Modeling Methodologies,Technologies and Applications, (SIMULTECH 2016), Lisbon, Portugal.Journal article Mustapha, K., Gilli, Q., Frayret, J.-M., Lahrichi, N., & Karimi, E. (2016). Agent-based simulation patient model for colon and colorectal cancer care trajectory. Procedia Computer Science, 100, 188-197.Journal article Masson, R., Lahrichi, N., & Rousseau, L.-M. (2016). A two-stage solution method for the annual dairy transportation problem. European Journal of Operational Research, 251(1), 36-43.Report Legrain, A., Lahrichi, N., Rousseau, L.-M., & Widmer, M. (2016). Combining Benders and Dantzig-Wolfe Decompositions for Online Stochastic Combinatorial Optimization. (Technical Report n° CIRRELT-2016-52).Journal article Mascarella, M. A., Lahrichi, N., Cloutier, F., Kleiman, S., Payne, R. J., & Rosenberg, L. (2016). High efficiency endocrine operation protocol: From design to implementation. Surgery, 160(4), 1118-1124.
- 2015 (6)
Journal article Lahrichi, N., Crainic, T. G., Gendreau, M., Rei, W., Crişan, G. C., & Vidal, T. (2015). An integrative cooperative search framework for multi-decision-attribute combinatorial optimization: Application to the MDPVRP. European Journal of Operational Research, 246(2), 400-412.Journal article Legrain, A., Fortin, M. A., Lahrichi, N., & Rousseau, L.-M. (2015). Online stochastic optimization of radiotherapy patient scheduling. Health Care Management Science, 18(2), 110-123.Journal article El Hachemi, N., Crainic, T. G., Lahrichi, N., Rei, W., & Vidal, T. (2015). Solution integration in combinatorial optimization with applications to cooperative search and rich vehicle routing. Journal of Heuristics, 21(5), 663-685.Conference paper Legrain, A., Fortin, M. A., Lahrichi, N., Rousseau, L.-M., & Wildmer, M. (2015, March). Stochastic optimization of the scheduling of a radiotherapy center [Paper]. Mini EURO Conference on Improving Healthcare: New Challenges, New Approaches, Coimbra, Portugal. Published in Journal of Physics: Conference Series, 616.Journal article Lahrichi, N., Crainic, T. G., Gendreau, M., Rei, W., & Rousseau, L.-M. (2015). Strategic analysis of the dairy transportation problem. Journal of the Operational Research Society, 66(1), 44-56.Journal article Bouarab, H., Lahrichi, N., & Legrain, A. (2015). The nurse scheduling problem in real-life. Journal of Medical Systems, 39(160).
- 2014 (3)
Report Gilli, Q., Mustapha, K., Frayret, J.-M., Lahrichi, N., & Karimi, E. (2014). Agent-based simulation of colorectal cancer care trajectory: patient model. (Technical Report n° CIRRELT-2014-67).Conference paper Lahrichi, N., De Los Reyes, V., Pevreal, A., & Williams, K. (2014, July). Planification et gestion de l'horaire des infirmières au bloc opératoire [Paper]. 7e Conférence de gestion et ingénierie des systèmes hospitaliers (GISEH 2014), Liège, Belgique.Report El Hachemi, N., Crainic, T. G., Lahrichi, N., Rei, W., & Vidal, T. (2014). Solution integration in combinatorial optimization with applications to cooperative search and rich vehicle routing. (Technical Report n° CIRRELT-2014-40).
- 2013 (1)
Conference paper Troy, P., Lahrichi, N., & Rosenberg, L. (2013, December). An alternative approach to modeling a pre-surgical screening clinic [Paper]. Winter Simulation Conference, Washington, D.C..
- 2012 (5)
Journal article Vidal, T., Crainic, T. G., Gendreau, M., Lahrichi, N., & Rei, W. (2012). A hybrid genetic algorithm for multidepot and periodic vehicle routing problems. Operations Research, 60(3), 611-624.Report Lahrichi, N., Crainic, T. G., Gendreau, M., Rei, W., Crişan, G. C., & Vidal, T. (2012). An integrative cooperative search framework for multi-decision-attribute combinatorial optimization. (Technical Report n° CIRRELT-2012-42).Conference paper Lahrichi, N., Troy, P., Vandal, V., & Rosenberg, L. (2012, August). Ingénierie du changement dans le bloc opératoire comme paradigme du changement du système de soins de santé [Paper]. Gestion et ingénierie des systèmes hospitaliers (GISEH 2012), Québec, Canada.Journal article Fortin, M., Legrain, A., Lahrichi, N., & Rousseau, L.-M. (2012). Online Optimization of Radiation Therapy Patient Scheduling. International Journal of Radiation Oncology Biology Physics, 84(3), S543-S543.Conference paper Legrain, A., Lahrichi, N., & Rousseau, L.-M. (2012, August). Planification et optimisation en temps réel des rendez-vous patients en radiothérapie [Paper]. Gestion et ingénierie des systèmes hospitaliers (GISEH 2012), Québec, Canada.
- 2011 (1)
Conference paper Bouarab, H., Champalle, S., Dagenais, M., & Lahrichi, N. Nurse scheduling : from theoretical modeling to practical resolution [Paper]. Society for Health Conference (SHC 2011), Orlando, Florida.
- 2010 (1)
Journal article Hertz, A., Lahrichi, N., & Widmer, M. (2010). A flexible MILP model for multiple-shift workforce planning under annualized hours. European Journal of Operational Research, 200(3), 860-873.
- 2009 (4)
Conference paper Crainic, T. G., Crisan, G. C., Gendreau, M., Lahrichi, N., Rei, W., & Vidal, T. (2009, July). A concurrent evolutionary approach for rich combinatorial problems [Paper]. Genetic and Evolutionary Computation Conference (GECC 2009), Montréal, Québec.Journal article Hertz, A., & Lahrichi, N. (2009). A Patient Assignment Algorithm for Home Care Services. Journal of the Operational Research Society, 60(4), 481-495.Conference paper Crainic, T. G., Crisan, G. C., Gendreau, M., Lahrichi, N., Rei, W., & Vidal, T. (2009, July). Integrative cooperative meta-heuristics for rich combinatorial problems [Paper]. VIII Metaheuristic International Conference (MIC 2009), Hambourg, Allemagne.Conference paper Crainic, T. G., Crisan, G. C., Gendreau, M., Lahrichi, N., Rei, W., & Vidal, T. (2009, May). Multi-thread cooperative optimization for rich combinatorial problems [Paper]. 23rd IEEE international Parallel & Distributed Processing Symposium (IPDPS 2009), Rome, Italy (8 pages).
- 2008 (1)
Thesis Lahrichi, N. (2008). Organisation et planification de la main-d'oeuvre : applications en santé et en industrie [Ph.D. thesis, École Polytechnique de Montréal].
- 2006 (1)
Journal article Lahrichi, N., Lapierre, S. D., Hertz, A., Talib, A., & Bouvier, L. (2006). Analysis of a territorial approach to the delivery of nursing home care services based on historical data. Journal of Medical Systems, 30(4), 283-291.