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Laboratoires de recherche

Abdelghani
BEKRAR

  • Bâtiment Jonas
    Bureau 108

Abdelghani Bekrar is an Associate Professor in Computer and Industrial Engineering at the University of Valenciennes. He is a researcher at the “Production, Services, Information” team of TEMPO-Lab (Valenciennes, France). He received the Diploma of Engineer from the INI (Institut National d’Informatique, Algerian High School), and M.S. degree from the Ecole Cenrale de Nantes, France. He obtained the Ph.D. degree in 2007 on Security and System Optimization from the University of Technologies of Troyes (UTT, France). From 2008 to 2010, he worked at DynaSys, French Company on supply Chain Management Optimization (www.dys.com).

His research interests include:

  • Optimization in manufacturing systems and supply chain under dynamic behaviour: Adapting optimization tools to realistic conditions. Cooperation with intelligent control approaches (holonic systems, multi agent systems,…),

  • Supply chain (SC) and combinatorial optimization problems: The SC problems are one of my interest fields due to the past experience in industry.

  • Hard optimization for engineer applications: many optimization problems arise in engineering. The aim is to apply efficiently the optimization techniques in different fields (Thermodynamic, Automatic…).

  • Metaheuristic design and implementation: Implementing operational research methods embedded in real time systems. Minimize communication and energy consumption.

Areas of interests

-OR and AI solving methods design.

-Combinatorial optimization problems,

-Supply Chain Optimization.

-Decentralized & embedded optimization,

-Hard optimization.

Diplômes universitaires

  • 2015 :
    Basics of Supply Chain Management / BSCM
  • 2007 :

    - PHD in Optimisation and Safety Systems from l’Université de Technologie de Troyes,

    Thesis: Solving Two dimensional packing problems : heuristics, lower bounds and exacts methods

  • 2004 :

    - Master in Industrial Engineering from Ecole Centrale de Nantes (ECN, Nantes, France).

    Subject: Planning and scheduling : an integrated method.
  • 1999 :

    - Engineer in Computer Sciences from Institut National d’Informatique (INI) d’Alger, Algeria.

Expériences professionnelles

  • Sept 2010 to Present :

    Associate Professor, ISTV, UVHC, Valenciennes, France

  • Apr 2008 to Aug 2010 :

    R&D Engineer, DynaSys, Schilitigheim, France.

  • Jan 2010 to April 2010 :

    Part-time teachers at University Paul Verlaine - Metz, France.

  • Oct.2007 to April.2008 :
    Assistant Professor, UTT, Troyes.
  • Fev. 2000 to Jul.2002 :

    Engineer at UISI Informatique (Algeria).

Valorisations industrielles

    Autres

  • Research activities in industrie

    • Forecasting problems,
    • Sales & Operation Planning and Master Planning,
    • Distribution Resource Planning (DRP),
    • Network & Inventory Optimization,
    • Procurement planning and Optimization,

Organisation de conférences, expositions...

  •  Member of the organization committee of conferences: IEEE/ICSSSM'06, IESM'11.

  • PC member : ICDSD'12 (Oran, Algeria), ANT-2013-Canada.

Autres

Enseignements actuels

  • Licence 3 GEII :

    - Langage C,

    Master 2 AISHM :

    - Gestion de la production,

    - Programmation événementielle,

    - Coopération Homme/machine et fiabilité,

    - Plateau projet : Automates programmables.

    - Programmation en Java.

    Ingénieur 3ème année ENSIAME (IMS)

    - Optimisation et Méta-heuristiques.

Revue internationale avec comité de lecture

Essghaier F., Chargui T., Hsu T., Bekrar A., Allaoui H., Trentesaux D., Goncalves G. (2023). Fuzzy multi-objective truck scheduling in multi-modal rail–road Physical Internet hubs. Computers & Industrial Engineering, 182, pp. 109404, ISSN ISSN 0360-8352. [IF=7.9] [DOI=10.1016/j.cie.2023.109404].

Kantasa-Ard A., Chargui T., Bekrar A., Ait el cadi A., Sallez Y. (2023). Dynamic sustainable multiple-depot vehicle routing problem with simultaneous pickup and delivery in the context of the physical internet. Journal of International Logistics and Trade, Volume 21, issue 3, pp. 110-134, ISSN 1738-2122 [DOI=https://doi.org/10.1108/JILT-10-2022-0058].

Sanogo K., Benhafssa A., Sahnoun M., Bettayeb B., Abderrahim M., Bekrar A. (2023). A multi-agent system simulation based approach for collision avoidance in integrated Job-Shop Scheduling Problem with transportation tasks. Journal of Manufacturing Systems, 68, pp. 209, ISSN 02786125 [DOI=doi.org/10.1016/j.jmsy.2023.03.011].

Chargui T., Ladier A.-L., Bekrar A., Pan S., Trentesaux D. (2022). Towards designing and operating physical internet cross-docks: Problem specifications and research perspectives. Omega, 111/102641. [IF=7.084] [DOI=10.1016/j.omega.2022.102641].

Abderrahim M., Bekrar A., Trentesaux D., Aissani N., Bouamrane K. (2022). Bi-local search based Variable Neighborhood Search for job-shop scheduling problem with transport constraints. Optimization Letters, 16, pp. 255-280. [IF=1.769] [DOI=10.1007/s11590-020-01674-0].

Sahli Z., Hamouda A., Sayah S., Trentesaux D., Bekrar A. (2022). Efficient Hybrid Algorithm Solution for Optimal Reactive Power Flow Using the Sensitive Bus Approach. Engineering, Technology & Applied Science Research, 12(1), pp. 8210-8216 [DOI=10.48084/etasr.4680].

Labbadi M., Boubaker S., Djemai M., Mekni S., Bekrar A. (2022). Fixed-Time Fractional-Order Global Sliding Mode Control for Nonholonomic Mobile Robot Systems under External Disturbances. Fractal and Fractional, Volume 6, Issue 4, pp. 177, ISSN 25043110 [DOI=doi.org/10.3390/FRACTALFRACT6040177].

Nguyen T., Le T., Bekrar A., Abed M. (2022). Some Insights Into Effective Demand Planning. IEEE Engineering Management Review, Volume 50, Issue 3, pp. 141 - 148, ISSN 03608581 [DOI=doi.org/10.1109/EMR.2022.3189028].

Bekrar A., Ait el cadi A., Todosijevic R., Sarkis J. (2021). Digitalizing the Closing-of-the-Loop for Supply Chains: A Transportation and Blockchain Perspective. Sustainability, 13, ISSN 2071-1050. [IF=2.798] [DOI=https://doi.org/10.3390/su13052895].

Chargui T., Bekrar A., Reghioui M., Trentesaux D. (2021). Scheduling trucks and storage operations in a multiple-door cross-docking terminal considering multiple storage zones. International Journal of Production Research, 60, pp. 1153-1177. [IF=8.568] [DOI=10.1080/00207543.2020.1853843].

Abderrahim M., Bekrar A., Trentesaux D., Aissani N., Bouamrane K. (2020). Manufacturing 4.0 Operations Scheduling with AGV Battery Management Constraints. Energies, 13(18), 4948. [IF=3.004] [DOI=10.3390/en13184948].

Nouiri M., Bekrar A., Trentesaux D. (2020). An energy-efficient scheduling and rescheduling method for production and logistics systems. International Journal of Production Research, 58(11), pp. 3263-3283. [IF=8.568] [DOI=10.1080/00207543.2019.1660826].

Chargui T., Bekrar A., Reghioui M., Trentesaux D. (2020). Proposal of a multi-agent model for the sustainable truck scheduling and containers grouping problem in a Road-Rail physical internet hub. International Journal of Production Research, 58(18), pp. 5477-5501. [IF=8.568] [DOI=10.1080/00207543.2019.1660825].

Mbuli J., Chargui T., Trentesaux D., Bekrar A., Dailly T. (2020). A multi-agent system for the reactive fleet maintenance support planning of a fleet of mobile cyber-physical systems. IET Cyber-Physical Systems: Theory & Applications, 5(4), pp. 376-387 [DOI=10.1049/iet-cps.2019.0063].

Kantasa-Ard A., Nouiri M., Bekrar A., Ait el cadi A., Sallez Y. (2020). Machine Learning in Forecasting in the Physical Internet: A Case Study of Agricultural Products in Thailand. International Journal of Production Research. [DOI=https://doi.org/https://doi.org/10.1080/00207543.2020.1844332.].

Nouiri M., Trentesaux D., Bekrar A. (2019). Towards Energy Efficient Scheduling of Manufacturing Systems through Collaboration between Cyber Physical Production and Energy Systems. Energies, 12(23), 4448. [IF=2.707] [DOI=10.3390/en12234448].

Chargui T., Bekrar A., Reghioui M., Trentesaux D. (2019). Multi-Objective Sustainable Truck Scheduling in a Rail–Road Physical Internet Cross-Docking Hub Considering Energy Consumption. Sustainability, 11(11), 3127. [IF=2.592] [DOI=10.3390/su11113127].

Wang Z., Zhou B., Lu Z., Trentesaux D., Bekrar A. (2019). An equivalent conversion method for dual-armed multi-cluster tool scheduling problems with multi-wafer types. International Journal of Manufacturing Technology and Management, 33 (1/2), pp. 14-36 [DOI=10.1504/IJMTM.2019.100157].

Andreacchio M., Bekrar A., Benmansour R., Trentesaux D. (2019). Assessing Cyber-Physical Systems to Balance Maintenance Replacement Policies and Optimize Long-Run Average Costs for Aircraft Assets. IET Cyber-Physical Systems: Theory & Applications, 4(2), pp. 148-155 [DOI=10.1049/iet-cps.2018.5038].

Medani K., Sayah S., Bekrar A. (2018). Whale optimization algorithm based optimal reactive power dispatch: A case study of the Algerian power system. Electric Power Systems Research, 163-B, pp. 696705. [IF=2.6] [DOI=10.1016/j.epsr.2017.09.001].

Nouiri M., Bekrar A., Jemai A., Niar S., Al-Ammari A. (2018). An effective and distributed particle swarm optimization algorithm for flexible job-shop scheduling problem. Journal of Intelligent Manufacturing, Vol 3, pp. 603–615. [IF=1.731] [DOI=10.1007/s10845-015-1039-3].

Demesure G., Defoort M., Bekrar A., Trentesaux D., Djemai M. (2018). Decentralized Motion Planning and Scheduling of AGVs in FMS. IEEE Transactions on Industrial Informatics, 14(4), pp. 1744-1752. [IF=6.764] [DOI=10.1109/TII.2017.2749520].

Sahli Z., Hamouda A., Bekrar A., Trentesaux D. (2018). Reactive Power Dispatch Optimization with Voltage Profile Improvement Using an Efficient Hybrid Algorithm. Energies, 11(8), 2134. [IF=2.707] [DOI=10.3390/en11082134].

Nouiri M., Bekrar A., Jemai A., Trentesaux D., Ammari A., Niar S. (2017). Two Stage particle swarm optimization to solve the Flexible job shop predictive scheduling problem considering possible machine breakdowns. Computers & Industrial Engineering, 112, pp. 595-606. [IF=2.623] [DOI=10.1016/j.cie.2017.03.006].

Wang Z., Zhou B., Bekrar A., Trentesaux D. (2017). Approximate optimal method for cyclic solutions in multi-robotic cell with processing time window. Robotics and Autonomous Systems, 98, pp. 307-316. [IF=1.95] [DOI=10.1016/j.robot.2017.09.020].

Jimenez gordillo J.-F., Bekrar A., Zambrano rey G., Trentesaux D., Leitao P. (2017). Pollux: A Dynamic Hybrid Control Architecture for Flexible Job Shop Systems. International Journal of Production Research, 55(15), pp. 4229-4247. [IF=2.325] [DOI=10.1080/00207543.2016.1218087].

Demesure G., Defoort M., Bekrar A., Trentesaux D., Djemai M. (2016). Navigation Scheme with priority-based scheduling of Mobile Agents: Application to AGV-based flexible manufacturing system. Journal of Intelligent and Robotic Systems, 82(3), pp. 495-512. [IF=1.512] [DOI=10.1007/s10846-015-0273-4].

Guemri O., Beldjilali B., Bekrar A., Belalem G. (2016). Two Stage Heuristic Algorithm for the Large-Scale Capacitated Location Routing Problem. international journal of mathematical modelling and numerical optimisation, 7(1), pp. 97–119 [DOI=10.1504/IJMMNO.2016.074375].

Jimenez gordillo J.-F., Bekrar A., Trentesaux D., Leitao P. (2016). A switching mechanism framework for optimal coupling of predictive scheduling and reactive control in manufacturing hybrid control architectures. International Journal of Production Research, 54(23), pp. 7027-7042. [IF=2.325] [DOI=10.1080/00207543.2016.1177237].

Guemri O., Bekrar A., Beldjilali B., Trentesaux D. (2016). GRASP-Based Heuristic Algorithm for the Multi-product Multi-vehicle Inventory Routing Problem. 4OR, 14, pp. 377-404. [IF=1.559] [DOI=10.1007/s10288-016-0315-1].

Walha F., Bekrar A., Chaabane S., Loukil T. (2016). A rail-road PI-hub allocation problem: Active and reactive approaches. Computers in Industry, 81, pp. 138-151. [IF=2.691] [DOI=10.1016/j.compind.2016.04.007].

Zambrano rey G., Bekrar A., Trentesaux D., Zhou B. (2015). Solving the Flexible Job-Shop Just-in-Time Scheduling Problem with Quadratic Earliness and Tardiness Costs. International Journal of Advanced Manufacturing Technology, 81(9), pp. 1871-1891. [IF=2.209] [DOI=10.1007/s00170-015-7347-0].

Chikhi N., Abbas M., Benmansour R., Bekrar A., Hanafi S. (2015). A two-stage flow shop scheduling problem with transportation considerations. 4OR, 13(4), pp. 381-402. [IF=1] [DOI=10.1007/s10288-015-0297-4].

Sayah S., Hamouda A., Bekrar A. (2014). Efficient Hybrid Optimization Approach for Emission Constrained Economic Dispatch with Nonsmooth Cost Curves. International Journal of Electrical Power & Energy Systems, 56, pp. 127-139. [IF=3.432] [DOI=10.1016/j.ijepes.2013.11.001].

Zambrano rey G., Bekrar A., Prabhu V., Trentesaux D. (2014). Coupling a genetic algorithm with the distributed arrival-time control for the JIT dynamic scheduling of flexible job-shops. International Journal of Production Research, 52(12), pp. 3688-3709. [IF=2.325] [DOI=10.1080/00207543.2014.881575].

Trentesaux D., Pach C., Bekrar A., Sallez Y., Berger T., Bonte T., Leitao P., Barbosa J. (2013). Benchmarking Flexible Job-Shop Scheduling and Control Systems. Control Engineering Practice, 21(9), pp. 1204–1225. [IF=1.83] [DOI=10.1016/j.conengprac.2013.05.004].

Zambrano rey G., Pach C., Aissani N., Bekrar A., Berger T., Trentesaux D. (2013). The Control of Myopic Behavior in Semi-Heterarchical Production Systems: a Holonic Framework. Engineering Applications of Artificial Intelligence, 26(2), pp. 800–817. [IF=2.368] [DOI=10.1016/j.engappai.2012.08.011].

Aissani N., Bekrar A., Trentesaux D., Beldjilali B. (2012). Dynamic Scheduling for Multi-site Companies: A Decisional Approach based on Reinforcement Learning. Journal of Intelligent Manufacturing, 23(6), pp. 2513–2529. [IF=1.142] [DOI=10.1007/s10845-011-0580-y].

Bornschlegell A., Pelle J., Harmand S., Bekrar A., Chaabane S., Trentesaux D. (2012). Thermal optimization of a single inlet T-junction. International Journal of Thermal Sciences, 53, pp. 108-118. [IF=2.563] [DOI=10.1016/j.ijthermalsci.2011.09.016].

Pach C., Bekrar A., Zbib N., Sallez Y., Trentesaux D. (2012). An effective potential field approach to FMS holonic heterarchical control. Control Engineering Practice, 20(12), pp. 1293–1309. [IF=1.83] [DOI=10.1016/j.conengprac.2012.07.005].

Bekrar A., Kacem I., Chu C., Sadfi C. (2010). An improved heuristic and an exact algorithm for the 2D strip and bin packing problem. International Journal of Product Development, 10, pp. 217 - 240

Bekrar A., Kacem I. (2009). An Exact Method for the 2D Guillotine Strip Packing Problem. Advances in Operations Research, 2009

Bekrar A., Kacem I., Chu C. (2007). A Comparative study of exact algorithms for the two dimensional strip packing problem. Journal of Industrial and Systems Engineering, 1(2), pp. 151-170

Revue nationale avec comité de lecture

Nouiri M., Trentesaux D., Bekrar A. (2019). EasySched : une architecture multi-agent pour l'ordonnancement prédictif et réactif de systèmes de production de biens en fonction de l'énergie renouvelable disponible dans un contexte industrie 4.0. Génie industriel et productique, 2(1) [DOI=10.21494/ISTE.OP.2019.0375].

Chapitre d'ouvrage

Nguyen T., Bekrar A., Le T., Abed M. (2021). The Effect of Machine Learning Demand Forecasting on Supply Chain Performance - The Case Study of Coffee in Vietnam. Modelling, Computation and Optimization in Information Systems and Management Sciences - Proceedings of the 4th International Conference on Modelling, Computation and Optimization in Information Systems and Management Sciences - MCO 2021 (13-14 December), Lecture Notes in Networks and Systems 363, Springer, Hanoi, Vietnam, pp. 247-258, ISBN 978-3-030-92665-6

Kantasa-Ard A., Nouiri M., Bekrar A., Ait el cadi A., Sallez Y. (2019). Dynamic Clustering of PI-Hubs Based on Forecasting Demand in Physical Internet Context. Studies in Computational Intelligence, Springer Verlag, 853, pp. 27–39 [DOI=https://doi.org/10.1007/978-3-030-27477-1_3.].

Nouiri M., Bekrar A., Jemai A., Ammari A., Niar S. (2018). A New Rescheduling Heuristic for Flexible Job Shop Problem with Machine Disruption. In Borangiu, Trentesaux, Thomas, Cardin, Service Orientation in Holonic and Multi-Agent Manufacturing, 762, Studies in computational intelligence, Springer, pp. 461-476

Walha F., Chaabane S., Bekrar A., Loukil T. (2015). A Simulated Annealing Metaheuristic for a Rail-Road PI-Hub Allocation Problem. Service Orientation in Holonic and Multi-agent Manufacturing" Springer International Publishing, vol. 594, Springer International Publishing, pp. 307-314 [DOI=10.1007/978-3-319-15159-5_28].

Conférence internationale avec actes et comité de lecture

Maroua N., Chargui T., Bekrar A., Trentesaux D. (2024). Short Literature Review and Research Perspective on Strategic and Operational Levels. Proceedings of SOHOMA 2022, Bucharest, Ronania, janvier .

Kantasa-Ard A., Chargui T., Bekrar A., Ait el cadi A., Sallez Y. (2023). Dynamic Multiple Depots Vehicle Routing in the Physical Internet Context. 17th IFAC Symposium on Information Control Problems in Manufacturing INCOM 2021, juin . [DOI=10.1016/j.ifacol.2021.08.011].

Chargui T., Idel mahjoub Y., Bekrar A., Trentesaux D. (2023). Integration of Blockchain and the Physical Internet: A Review and Future Prospects. Service Oriented, Holonic and Multi-Agent Manufacturing Systems for Industry of the Future. Proceedings of SOHOMA 2023, Annecy, France, janvier .

Nouiri M., Chargui T., Bekrar A., Trentesaux D. (2022). Physical Internet Supply Chain: Short Literature Review and Research Perspective on Strategic and Operational Levels. Borangiu, Trentesaux, Leitão, Cardin (Ed.),, Service Oriented, Holonic and Multi-agent Manufacturing Systems for Industry of the Future,, Springer cham, Bucharest, Romania, septembre ., ISBN 978-3-031-24291-5 [DOI=https://doi.org/10.1007/978-3-031-24291-5_18].

Plissonneau A., Trentesaux D., Ben-Messaoud W., Bekrar A. (2021). An Imitation Learning Approach for Vehicles Longitudinal Obstacle Avoidance in Logistics and Transportation. Borangiu, Trentesaux, Leitão, Cardin, Joblot, Service Oriented, Holonic and Multi-agent Manufacturing Systems for Industry of the Future, volume 1034, Studies in Computational Intelligence, Springer, Cluny, France, pp. 527–543, novembre ., ISBN 978-3-030-99108-1 [DOI=10.1007/978-3-030-99108-1_38].

Idel mahjoub Y., Chargui T., Bekrar A., Trentesaux D. (2021). Supply Chain Application of Blockchain-Based Solutions for Cyber-Physical Systems: Review and Prospects. Borangiu, Trentesaux, Leitão, Cardin, Joblot, Service Oriented, Holonic and Multi-agent Manufacturing Systems for Industry of the Future, volume 1034, Studies in Computational Intelligence, Springer, Cluny, France, pp. 545–558, novembre ., ISBN 978-3-030-99108-1 [DOI=10.1007/978-3-030-99108-1_39].

Sanogo K., Benhafssa A., Sahnoun M., Bettayeb B., Bekrar A. (2021). Multi-agent Simulation for Flexible Job-Shop Scheduling Problem with Traffic-Aware Routing. Borangiu, Trentesaux, Leitão, Cardin, Joblot, Service Oriented, Holonic and Multi-agent Manufacturing Systems for Industry of the Future, volume 1034, Studies in Computational Intelligence, Springer, Cluny, France, pp. 573–583, novembre ., ISBN 978-3-030-99108-1 [DOI=10.1007/978-3-030-99108-1_41].

Boussik A., Plissonneau A., Ben-Messaoud W., Taleb-Ahmed A., Niar S., Bekrar A., Trentesaux D. (2021). Vision-based railway track extraction and obstacle detection using deep learning for autonomous train. The 2nd International Workshop on Artificial Intelligence for RAILwayS (AI4RAILS), EURO 21, EURO, Athens, Greece, pp. 190, juillet ., ISBN 978-618-85079-1-3

Chargui T., Bekrar A., Reghioui M., Trentesaux D. (2021). Multi-objective Truck Scheduling in a Physical Internet Road-Road Cross-docking Hub. 17th IFAC Symposium on Information Control Problems in Manufacturing, 54(1), IFAC-PapersOnLine, Elsevier, budapest, pp. 647-652, juin . [DOI=10.1016/j.ifacol.2021.08.175].

Nguyen T., Bekrar A., Le T., Abed M. (2021). Supply Chain Performance Measurement using SCOR Model: a Case Study of the Coffee Supply Chain in Vietnam. 2021 1st International Conference On Cyber Management And Engineering (CyMaEn), IEEE, Hammamet, Tunisia, pp. 1-7, mai .

Chargui T., Essghaier F., Bekrar A., Allaoui H., Trentesaux D., Goncalves G. (2021). Multi-objective cross-docking in Physical Internet hubs under arrival time uncertainty. Borangiu, Trentesaux, Leitão, Cardin, Lamouri, Service Oriented, Holonic and Multi-agent Manufacturing Systems for Industry of the Future, 952, Studies in computational intelligence, Springer, pp. 460-472, mars . [DOI=10.1007/978-3-030-69373-2_33].

Nouiri M., Bekrar A., Giret A., Cardin O., Trentesaux D. (2021). A multi-agent model for the multi-plant multi-product Physical Internet supply chain network. Borangiu, Trentesaux, Leitão, Cardin, Lamouri, Service Oriented, Holonic and Multi-agent Manufacturing Systems for Industry of the Future, 952, Studies in computational intelligence, Springer, Paris, pp. 435-448, mars . [DOI=10.1007/978-3-030-69373-2_31].

Plissonneau A., Trentesaux D., Ben-Messaoud W., Bekrar A. (2021). AI-based speed control models for the autonomous train: a literature review. Third International Conference on Transportation and Smart Technologies (TST), IEEE, Tangier, Morocco, pp. 9-15, janvier . [DOI=10.1109/TST52996.2021.00009].

Cheaitou I., Ait el cadi A., Bekrar A., Duvivier D., Sahili A. (2020). Resources scheduling in the emergency department using simulation in disaster conditions: Case of COVID-19. In13ème Conférence Internationale de modélisation, optimisation et simulation (MOSIM2020), Agadir, Morocco, novembre .

Chargui T., Bekrar A., Reghioui M., Trentesaux D. (2019). A Simulation-Optimization Approach for Two-Way Scheduling/Grouping in a Road-Rail Physical Internet Hub. IFAC-PapersOnLine, 9th IFAC/IFIP/IFORS/IISE/INFORMS Conference Manufacturing Modelling, Management and Control (MIM'19), 52(13), Elsevier, Berlin, Allemagne, pp. 1644-1649, août . [DOI=10.1016/j.ifacol.2019.11.436].

Chargui T., Bekrar A., Reghioui M., Trentesaux D. (2019). Tabu Search Robustness for Cross-dock and PI-Hub Scheduling Under Possible Internal Transportation Breakdowns. Borangiu, Trentesaux, Thomas, Cavalieri, Service Orientation in Holonic and Multi-Agent Manufacturing, 803, Studies in computational intelligence, Springer, pp. 295-307, janvier . [DOI=10.1007/978-3-030-03003-2_23].

Nouiri M., Trentesaux D., Bekrar A., Giret A., Salido M. (2019). Cooperation between smart manufacturing scheduling systems and energy providers: a multi agent perspective. Borangiu, Trentesaux, Thomas, Cavalieri, Service Orientation in Holonic and Multi-Agent Manufacturing, 803, Studies in computational intelligence, Springer, pp. 197-210, janvier . [DOI=10.1007/978-3-030-03003-2_15].

Kantasa-Ard A., Bekrar A., Ait el cadi A., Sallez Y. (2019). Artificial Intelligence for Forecasting in Supply Chain Management: A Case Study of White Sugar Consumption Rate in Thailand.. 9th IFAC Conference on Manufacturing Modelling, Management and Control MIM 2019, Berlin, Germany, janvier .

Nouiri M., Bekrar A., Trentesaux D. (2018). Towards Energy Efficient Scheduling and Rescheduling for Dynamic Flexible Job Shop Problem. 16th IFAC Symposium on Information Control Problems in Manufacturing, 51(11), Elsevier, Bergamo, Italy, pp. 1275-1280, juin . [DOI=10.1016/j.ifacol.2018.08.357].

Chargui T., Bekrar A., Reghioui M., Trentesaux D. (2018). A Mathematical Formulation and Tabu Search Approach for the Road-Rail Assignment Problem. 5th International Physical Internet Conference, Groningen, the Netherlands, pp. 232-243, juin .

Nouiri M., Bekrar A., Trentesaux D. (2018). Inventory Control under Possible Delivery Perturbations in Physical Internet Supply Chain Network. 5th International Physical Internet Conference, Groningen, the Netherlands, pp. 219-231, juin .

Chargui T., Bekrar A., Reghioui M., Trentesaux D. (2018). Simulation for PI-Hub Cross-Docking Robustness. Borangiu, Trentesaux, Thomas, Cardin, Service Orientation in Holonic and Multi-Agent Manufacturing, 762, Studies in computational intelligence, Springer, pp. 317-328, février .

Demesure G., Trentesaux D., Defoort M., Bekrar A., Bril H., Djemai M., Thomas A. (2018). Smartness Versus Embeddability: A Tradeoff for the Deployment of Smart AGVs in Industry. Borangiu, Trentesaux, Thomas, Cardin, Service Orientation in Holonic and Multi-Agent Manufacturing, 762, Studies in computational intelligence, Springer, pp. 395-406, février .

Jimenez gordillo J.-F., Zambrano rey G., Bekrar A., Trentesaux D., Leitao P. (2017). Analysing the Impact of Rescheduling Time in Hybrid Manufacturing Control. Borangiu, Trentesaux, Thomas, Leitão, Oliveira, Service Orientation in Holonic and Multi-Agent Manufacturing, 694, Studies in computational intelligence, Springer, pp. 225-236, janvier .

Jimenez gordillo J.-F., Bekrar A., Giret A., Leitao P., Trentesaux D. (2016). A dynamic hybrid control architecture for sustainable manufacturing control. Ifac-papersonline, 11th IFAC workshop on Intelligent Manufacturing Systems, 49(31), Elsevier, Austin, TX, pp. 114–119, décembre . [DOI=10.1016/j.ifacol.2016.12.171].

Nouiri M., Jemai A., Chiheb A., Bekrar A., Trentesaux D., Niar S. (2016). Using IoT in breakdown tolerance : PSO solving FJSP. International Design and Test Symposium (IEEE), Hammamet, Tunisia, pp. 19-24, décembre . [DOI=10.1109/IDT.2016.7843008].

Chaib draa I., Nouiri M., Niar S., Bekrar A. (2016). Device Context Classification for Mobile Power Consumption Reduction. DIGITAL SYSTEM DESIGN, EuroMicro, Limassol Cyprus, septembre .

Andreacchio M., Bekrar A., Benmansour R., Trentesaux D. (2016). Balancing preventive and corrective maintenance of aircraft assets: a cyber-physical systems approach. INDIN 2016 IEEE International Conference on Industrial Informatics, Poitiers, France, pp. 500-503, juillet . [DOI=10.1109/INDIN.2016.7819213].

Bekkar A., Guemri O., Bekrar A., Aissani N., Beldjilali B., Trentesaux D. (2016). An Iterative Greedy Insertion Technique for Flexible Job Shop Scheduling Problem. Ifac-papersonline, 8th IFAC Conference on Manufacturing Modelling, Management and Control MIM 2016, 49(12), Elsevier, Troyes, France, pp. 1956–1961, juin . [DOI=10.1016/j.ifacol.2016.07.917].

Chargui T., Reghioui M., Bekrar A., Trentesaux D. (2016). A simulation model to migrate from cross docks to PI-hubs. IPIC 2016 - 3rd International Physical Internet Conference, Atlanta, USA, juin .

Jimenez gordillo J.-F., Bekrar A., Trentesaux D., Leitao P. (2016). A Nervousness regulator framework for dynamic hybrid control architectures. Borangiu, Trentesaux, Thomas, Mcfarlane, Service Orientation in Holonic and Multi-Agent Manufacturing, 640, Studies in computational intelligence, Springer, pp. 199-209, janvier .

Walha F., Bekrar A., Chaabane S., Loukil T. (2016). A road rail PI hub allocation problem: Heuristic in static and dynamic case.. IEEE/ACS 13th International Conference of Computer Systems and Applications (AICCSA'2016), Agadir, Morocco, janvier .

Kadri F., Chaabane S., Bekrar A., Tahon C. (2015). Resilience-Based Performance Assessment of Strain Situations in Emergency Departments. IEEE International Conference on Industrial Engineering and Systems Management IESM'15, Seville, Spain, pp. 609 - 618, octobre . [DOI=10.1109/IESM.2015.7380221].

Nouiri M., Bekrar A., Jemai A., Trentesaux D., Ammari A., Niar S. (2015). An improved multi-agent particle swarm optimization to solve flexible job-shop scheduling problem. 45th International Conference on Computers & Industrial Engineering (CIE45), Metz, France, pp. 297-304, octobre ., ISBN 978-1-5108-1745-6

Ghazi N., Zambrano rey G., Bekrar A., Trentesaux D., Tadjine M. (2015). A preliminary study on integrating operation flexibility within semi-heterarchical FMS control. IEEE International Conference on Industrial Engineering and Systems Management IESM'15, Seville, Spain, pp. 1310-1317, octobre . [DOI=10.1109/IESM.2015.7380321].

Jimenez gordillo J.-F., Bekrar A., Trentesaux D., Leitao P. (2015). An Approach for characterizing the operating modes in dynamic hybrid control architectures. 7th Holomas - International Conference on Industrial Applications of Holonic and Multi-Agent Systems, LNAI 9266, Springer, Valencia, Spain, septembre . [DOI=10.1007/978-3-319-22867-9_10].

Jimenez gordillo J.-F., Bekrar A., Trentesaux D., Zambrano rey G., Leitao P. (2015). Governance mechanism in control architectures for flexible manufacturing systems. IFAC-PapersOnLine, 15th IFAC Symposium on Information Control Problems in Manufacturing, 48(3), Elsevier, Ottawa, Canada, pp. 1093–1098, mai . [DOI=10.1016/j.ifacol.2015.06.229].

Wang Z., Bekrar A., Trentesaux D., Zhou B. (2015). An MIP approach to optimize the fundamental period of multi-cluster tools system with residency constraints. IFAC-PapersOnLine, 15th IFAC Symposium on Information Control Problems in Manufacturing, 48(3), Elsevier, Ottawa, Canada, pp. 1732-1737, mai . [DOI=10.1016/j.ifacol.2015.06.336].

Habib zahmani M., Atmani B., Bekrar A., Aissani N. (2015). Multiple Priority Dispatching Rules for the Job Shop Scheduling Problem. 3rd International Conference on Control, Engineering & Information Technology, Tlemcen, Algerie, mai .

Mihoubi B., Gaham M., Bouzouia B., Bekrar A. (2015). A rule-based harmony search simulation-optimization approach for intelligent control of a robotic assembly cell. 3rd International Conference on Control, Engineering & Information Technology (CEIT), IEEE, Tlemcen, Algeria, mai . [DOI=10.1109/CEIT.2015.7233172].

Chikhi N., Benmansour R., Bekrar A., Hanafi S., Abbas M. (2014). A case study of a two-stage flow shop with dedicated machines and a single robot. Control, Decision and Information Technologies (CoDIT), 2014 International Conference on, IEEE, Metz, France, pp. 246-250, novembre . [DOI=10.1109/CoDIT.2014.6996901].

Demesure G., Defoort M., Bekrar A., Trentesaux D., Djemai M. (2014). Cooperation mechanisms in Multi-Agent Robotic Systems and their use in distributed manufacturing control : Issues and literature review. IEEE IECON'2014, Dallas, TX, USA, pp. 2538-2543, octobre .

Sahli Z., Bekrar A., Trentesaux D., Hamouda A. (2014). Hybrid PSO-tabu search for the Optimal Reactive Power Dispatch Problem. IEEE IECON'2014, Dallas, TX, USA, pp. 3536-3542, octobre .

Walha F., Bekrar A., Chaabane S., Loukil T. (2014). A rail-road PI-hub allocation problems: model and heuristic. 1st International Physical Internet Conference, Québec, mai .

Walha F., Chaabane S., Bekrar A., Loukil T. (2014). The Cross docking under uncertainty: state of the art. 3rd International Conference on Advanced Logistics and Transport, IEEE, Hammamet, Tunisia, pp. 369-373, mai ., ISBN 978-1-4799-4839-6

Sahli Z., Bekrar A., Trentesaux D. (2014). Hybrid PSO algorithm for the solving of the Optimal Reactive Power Problem. P. Siarry, L. Idoumghar, J. Lepagnot, International Conference on Swarm Intelligence Based Optimization (ICSIBO'2014), Mulhouse, France, pp. 45-46, mai .

Jandaud P.-O., Corroyer J., Harmand S., Hanafi S., Bekrar A., Bellalij M. (2014). Aero - Thermal Optimization of a Heat Sink using Particle Swarm Optimization. P. Siarry, L. Idoumghar, J. Lepagnot, International Conference on Swarm Intelligence Based Optimization (ICSIBO'2014), Mulhouse, France, pp. 1-2, mai .

Ould brahim E., Bekrar A., Trentesaux D., Beldjilali B. (2014). Supply Chain Management Using Multi-agent Systems in the Agri-Food Industry. Borangiu, Trentesaux, Thomas, Service Orientation in Holonic and Multi-Agent Manufacturing and Robotics, 544, Studies in computational intelligence, Springer, pp. 145-158, février .

Chikhi N., Benmansour R., Hanafi S., Bekrar A., Abbas M. (2014). A variable neighborhood search for the two-stage flow shop with a single robot. 3rd International Conference on Variable Neighborhood Search, VNS'14, Djerba, Tunisia., janvier .

Jimenez gordillo J.-F., Bekrar A., Trentesaux D., Montoya-Torres J., Leitao P. (2013). State of the Art and Future Trends of Optimality and Adaptability Articulated Mechanisms for Manufacturing Control Systems. IEEE International conference on Systems, Man, and Cybernetics, Manchester, UK, pp. 1265-1270, octobre .

Nouiri M., Jemai A., Chiheb A., Bekrar A., Niar S. (2013). An effective particle swarm optimization algorithm for flexible job-shop scheduling problem. IEEE International Conference on Industrial Engineering and Systems Management IESM'13, I4E2, Rabat, Morocco, pp. 29-34, octobre ., ISBN 978-2-9600532-4-1

Ould brahim E., Bekrar A., Trentesaux D., Beldjilali B. (2013). Supply Chain Management Using Multi Agent Systems in Agri-food Industry. 3rd ERRIC Workshop on Service Orientation in Holonic and Multi-Agent Manufacturing and Robotics, Valenciennes, juin .

Ould brahim E., Bekrar A., Trentesaux D., Beldjilali B. (2012). Multi-stage optimization in supply-chain: an industrial case study. 9th International Conference of Modeling, Optimization and Simulation - MOSIM'12, Bordeaux, pp. paper#202, juin .

Zambrano rey G., Aissani N., Bekrar A., Trentesaux D. (2012). A holonic approach to myopic behavior correction for the allocation process in flexible-job shops using recursiveness. Borangiu, Thomas, Trentesaux, Service Orientation in Holonic and Multi-Agent Manufacturing Control, studies in computational intelligence, 402, Springer, pp. 115-128, avril .

Bekrar A., Chaabane S., Trentesaux D., Bornschlegell A., Pelle J., Harmand S. (2011). Hybrid PSO-tabu search for solving non-linear constrained problem. ICSI 2011: International conference on swarm intelligence, Cergy, pp. paper #22, juin .

Bekrar A., Kacem I. (2008). A comparison study of heuristics for solving the 2D guillotine strip and bin packing problems. Service Systems and Service Management, 2008 International Conference IEEE, Melbourne, VIC, Australia, pp. 1-6, juin ., ISBN 978-1-4244-1671-4

Bekrar A., Kacem I. (2008). Coupes valides pour le problème de strip packing. MOSIM'08, Paris, France, avril ., ISBN 978-2-7430-1057-7

Bekrar A., Kacem I., Chu C. (2007). Exact algorithms for non-guillotine two dimensional strip packing problem. Logistique & Transport 2007, IEEE/SMC, Sousse, Tunisie., novembre .

Bekrar A., Kacem I., Chu C., Sadfi C. (2007). A Dichotomical Algorithm for solving the 2D Guillotine Strip Packing Problem. 37th Int Conf on Computers and Industrial Engineering, Alexandria, Egypt, octobre .

Bekrar A., Kacem I., Chu C., Sadfi C. (2006). A Branch and Bound Algorithm for solving the 2D Strip Packing Problem. 2006 International Conference on Service Systems and Service Management,, Troyes, France, pp. 940-946, octobre ., ISBN 1-4244-0450-9

Conférence nationale avec actes et comité de lecture

Cheaitou I., Ait el cadi A., Bekrar A., Duvivier D., Sahili A. (2020). Modeling and simulation of patient flow at the emergency services: Case of Al-Zahraa Hospital University Medical Center in Lebanon. 10ème Conférence Francophone en Gestion et Ingénierie des Systèmes Hospitaliers, UPHF, Valenciennes, avril .

Caulier P., Bekrar A. (2017). Pilotage adaptatif et durable d'une cellule de production de biens « intelligents ». Actes du 15ème Colloque AIP-PRIMECA, La Plagne, France, pp. 196-201, janvier .

Demesure G., Defoort M., Bekrar A., Trentesaux D., Djemai M. (2015). Planification de trajectoire et ordonnancement d'agents mobiles : application aux systèmes de production. JDMACS'15, Bourges, France, juin .

Chikhi N., Abbas M., Bekrar A., Benmansour R., Hanafi S. (2014). A dynamic programming algorithm for a robotic cell problem with batch transfer. Proceedings of the 28th annual conference of the Belgian Operational Research Society (ORBEL28), Belgium, janvier .

Chikhi N., Abbas M., Bekrar A., Benmansour R., Hanafi S. (2014). On the complexity of robotic flow shop with transportation constraints. ROADEF 2014, Bordeaux, France., janvier .

Bekrar A., Kacem I. (2008). Bornes inférieure et supérieure pour le problème de Strip Packing. ROADEF'08, CLERMONT-FERRAND, février .

Bekrar A., Kacem I., Chu C., Sadfi C. (2007). Génération de colonnes et Branch and Price pour le problème de Strip Packing guillotine. Journées Polyèdres et Optimisation Combinatoire, JPOC4, Evry, France, juin .

Bekrar A., Kacem I., Chu C., Sadfi C. (2006). Nouvelles heuristiques pour le problème de bin packing en deux dimensions. ROADEF'06, Lille, France, février .

Séminaire et autres communications

Cheaitou I., Ait el cadi A., Bekrar A., Duvivier D. (2021). Optimisation/Simulation pour la gestion intelligente du parcours du patient aux urgences. Journée des Doctorants et post-Doctorants en informatique, UPHF, Valenciennes, juillet .

Cheaitou I., Ait el cadi A., Bekrar A., Duvivier D. (2020). Optimisation/Simulation pour la gestion intelligente du parcours du patient aux urgences. Journée des Doctorants et post-Doctorants en informatique, UPHF, Valenciennes, novembre .

Abderrahim M., Bekrar A., Trentesaux D., Aissani N., Bouamrane K. (2019). Asynchronous bi-local search based variable neighborhood search for Job-shop scheduling problem with transport constraints. 7th International Conference on Variable Neighborhood Search (ICVNS2019), Rabat, Morocco, octobre .

Chargui T., Bekrar A., Reghioui M., Trentesaux D. (2019). A Modified Hybrid Variable Neighborhood Search for the Truck Scheduling Problem on a Multiple-door Cross-docking Terminal. 7th International Conference on Variable Neighborhood Search (ICVNS2019), Rabat, Morocco, octobre .

Mbuli J., Trentesaux D., Chargui T., Bekrar A., Dailly T. (2019). Contribution to the definition of a decision support system for the dynamic maintenance of a fleet of cyber-physical systems. First Workshop of the joint research lab, SurferLab, Valenciennes, France, janvier .

Guemri O., Bekrar A. (2015). An improved Tabu Search heuristic Algorithm for the Coach Trip with Shuttle Service Problem. 4th Meeting of the EURO Working Group on Vehicle Routing and Logistics Optimization, Vienne, juin .

Rapport de contrat de recherche

Sallez Y., Berger T., Bonte T., Chaabane S., Bekrar A. (2019). PI-NUTS (Physical InterNet crossdocking hUb conTrol System). Projet ANR, Rapport final, Valenciennes, mars. , janvier .