Lhassane Idoumghar

Lhassane IDOUMGHAR

Full Professor - First-Class / Professeur des Universités - Première Classe
Accredited to Supervise Research /
Habilité à Diriger des Recherches (HDR)
Since 2014: I am holder of a premium for research and doctoral supervision
(Ranked A by the French National Council of Universities for Computer Science - CNU 27).

Papers published/accepted/Submitted for publication in journals

  1. M. Essaid, L. Idoumghar, J. Lepagnot and M. Brévilliers, D. Fodorean, “A dimension-based adaptive differential evolution for optimization problems”.
    Journal of Soft Computing (Submitted).
  2. H. Ismail-Fawaz, G. Forestier, J. Weber, L. Idoumghar, P.A. Muller, “Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks”.
    International Journal of Computer Assisted Radiology and Surgery (Submitted)
  3. H. Rakhshani, L. Idoumghar, J. Lepagnot, M. Brévilliers, “Speed up differential evolution for computationally expensive protein structure prediction problems”.
    Journal of Swarm and Evolutionary Computation, IF : 3.818 (Accetpted for publication 2019).
  4. H. I. Fawaz, G. Forestier, J. Weber, L. Idoumghar, P.A. Muller, “Deep learning for time series classification: a review”.
    Journal of Data Mining and Knowledge Discovery, Impact Factor: 2.481 (Accepted for publication)
    (Source code)
  5. G. Forestier, F. Petitjean, P. Senin, F. Despinoy, A. Huaulmé, H.I. Fawaz, J. Weber, L. Idoumghar, P.A. Muller, P. Jannin, “Surgical Motion Analysis using Discriminative Interpretable Patterns” (Source code).
    Journal of Artificial Intelligence in Medicine, Impact Factor: 2.879 (Accepted for publication)
  6. J. A. Syarif, A. Abouaissa, L. Idoumghar, P. Lorenz, R. Schott, and G. Stacey Staples, “New Path Centrality Based on Operator Calculus Approach for Wireless Sensor Network Deployment”.
    IEEE Transactions on Emerging Topics in Computing, Impact Factor 3.826, Vol. 7, No. 1, 162-173, March 2019.
  7. J. Kritter, M. Brévilliers, J. Lepagnot and L. Idoumghar, “On the optimal use of cameras and UAVs for surveillance, and the underlying set cover problem”
    Journal of Applied Soft Computing - Elsevier, vol. 74, pp. 133–153, 2019 (online), Impact Factor: 3.907.
  8. M. Brévilliers, J. Lepagnot, J. Kritter and L. Idoumghar, “Hybrid Differential Evolution Algorithms for Optimal Camera Placement Problem”.
    Journal of Systems and Information Technology, Special issue on Optimisation Solutions in Systems, Vol. 20 No. 4, pp. 446-467, 2018, Emerald.
  9. Nik Noordini Nik Abd Malik, Nurul Mu'azzah Abdul Latiff, L. Idoumghar, Noor Nabila Ahmad Nazri, “ Backtracking Search Optimization Algorithm for Collaborative Beamforming in Wireless Sensor Networks”.
    Journal of Telecommunication Computing Electronics and Control, Vol.16, No.4, pp. 1801-1808, August 2018.
  10. M. Hamdi, C. Mondher, L. Idoumghar and A. Kachouri, “Coordinated consensus for smart grid economic environmental power dispatch with dynamic communication network”
    Journal IET Generation, Transmission & Distribution, pp. 2603 - 2613, Vol 12, Issue 11, June 2018, Impact Factor 2.213.
  11. M. Brévilliers, J. Lepagnot, J. Kritter and L. Idoumghar, “Parallel Preprocessing for the Optimal Camera Placement Problem”.
    International Journal of Modeling and Optimization, Vol.8(1): 33-40, ISSN: 2010-3697, February 2018.
  12. M. Essaid, L. Idoumghar, J. Lepagnot, M. Brévilliers, “GPU parallelization strategies for metaheuristics: a survey”.
    International Journal of Parallel, Emergent and Distributed Systems, pp. 1-26, published online: 25 Jan 2018.
  13. D. Fodorean, L. Idoumghar, M. Brévilliers, P. Minciunescu, and C. Irimia, “Hybrid Differential Evolution Algorithm employed for the Optimum Design of a High-Speed PMSM used for EV propulsion”.
    Journal of IEEE Transactions on Industrial Electronics, Volume 62, N. 12, pp. 9824-9833, December 2017, Impact Factor 6.383.
  14. O. Abdelkafi, L. Idoumghar, J. Lepagnot, J.L. Paillaud, I. Deroche, L. Baumes, P. Collet, “Using a Novel Parallel Genetic Hybrid Algorithm to Generate and Determine New Zeolite Frameworks”.
    Journal of Computers & Chemical Engineering, Volume 98, N. 4, pp. 50–60, March 2017, Impact Factor 2.82.
  15. O. Abdelkafi, L. Idoumghar, J. Lepagnot, “A Survey on the Metaheuristics applied to QAP for the Graphics Processing Units”.
    Journal of Parallel Processing Letters, Vol. 26, N. 3, pp. 1-20, September 2016.
  16. J. Lepagnot, L. Idoumghar and D. Fodorean, “Hybrid Nelder-Mead Imperialist Competitive Algorithm Applied to Electric Motor Design ”.
    Computational and Applied Mathematics Journal. Impact Factor 1.413, Vol. 1, No. 5, 2015, pp. 307-318
  17. Akram Bedoui, Philippe Debreux, Lhassane Idoumghar, René Schott and Thierry Schott, “Optimizing simultaneously transmission delays and frequency assignment of Single Frequency Networks”.
    International Journal of Networking and Communication, accepted for publication, june 2015
  18. Mohamed-El-Amine Brahmia, Abdusy Syarif, Abdelhafid Abouaissa, Lhassane Idoumghar, Pascal Lorenz, “An Efficient Study of Scheduling Algorithms with Friedman Test in WiMAX Networks”.
    Journal of Network Protocols and Algorithms, Impact Factor 3.543, Vol. 6, No. 4, pp. 41-59, 27 December 2014, (URL: http://dx.doi.org/10.5296/npa.v6i4.6582). Global Impact Factor for year 2013: 0.439
  19. L. Idoumghar, N. Chérin, R. Roche, A. Miraoui, “ Hybrid ICA-PSO algorithm for continuous optimization”.
    Journal of Applied Mathematics and Computation, Vol. 219, No. 24, pp. 11149-11170, 15 August 2013, Impact Factor 1.317.
  20. R. Roche, L. Idoumghar, S. Suryanarayanan, M. Daggag, C.-A. Solacolu and A. Miraoui, “A Flexible and Efficient Multi-Agent Gas Power Plant Energy Management System With Economic and Environmental Constraints”.
    Journal of Applied Energy, vol. 101, pp. 644-654 January 2013, Impact Factor 5,106.
  21. D. Fodorean, L. Idoumghar and L. Szabo, “Motorization for electric scooter by using permanent magnet machines optimized based on hybrid metaheuristic algorithm”.
    Journal of IEEE Transaction on Vehicular Technology, Vol. 62, No. 1, pp.39 - 49, January 2013, Impact Factor 1,921.
  22. L. Idoumghar, D. Fodorean, A.N'diaye, D. Bouquain and A. Miraoui, “ Simulated Annealing Algorithm for the Optimization of an Electrical Machine ”.
    Journal of IET Electric Power Applications, vol.6, n.9, pp. 735-742, November 2012, Impact Factor 1,173.
  23. R. Roche, L. Idoumghar, B. Blunier, A. Miraoui, “Imperialist Competitive Algorithm for Dynamic Optimization of Economic Dispatch in Power Systems”.
    Revised and Selected Paper from the International Conference on Artificial Evolution, Lecture Notes in Computer Science Volume 7401, pp 217-228, 2012.
  24. L. Idoumghar, M. Idrissi-Aouad, M. Melkemi and R. Schott, “ Hybrid PSO-SA Type Algorithms for Multi-Modal Function Optimization and Reducing Energy Consumption in Embedded Systems ”.
    Journal of Applied Computational Intelligence and Soft Computing, Vol. 2011, pp. 1-12, juin 2011.
  25. L. Idoumghar and R. Schott, “Two Distributed Algorithms for the Frequency Assignment Problem in the Field of RadioBroadcasting”.
    Journal of IEEE Transactions on Broadcasting, Vol. 55, Issue 2, Part 1, pp. 223-229, June 2009, Impact Factor 1,703.
  26. L. Idoumghar, T. Raminosoa and A. Miraoui, “New Tabu Search Algorithm to Design an Electric Motor”.
    Journal of IEEE Transactions on Magnetic, Vol. 45, Issue 3, pp. 1498 - 1501, March 2009, Impact Factor 1,363.
  27. L. Idoumghar and R. Schott and J.Y Greff, “Application of Markov Decision Processes to the Frequency Assignment Problem”.
    Journal of Applied Artificial Intelligence, pp. 761-773, Vol. 18, N. 8, September 2004, Impact Factor 0,849.
  28. L. Idoumghar and Ph. Debreux, “New Modeling Approach for the Frequency Assignment Problem in Broadcasting”.
    Journal of IEEE Transactions on Broadcasting, pp. 293-298, Vol. 48, N. 4, December 2002, Impact Factor 1,703.
  29. L. Idoumghar and M. Alabau and R. Schott, “New Hybrid Genetic Algorithms for The Frequency Assignment Problem”.
    Journal of IEEE Transactions on Broadcasting, Vol. 48, N. 1, 27-34, March 2002, Impact Factor 1,703.

Communications at international conferences with program committee and Proceedings

  1. Ghambari, J. Lepagnot, L. Jourdan and L. Idoumghar, “Real-time optimized waypoints for robust UAV path planning”.
    IEEE Genetic and Evolutionary Computation Conference (GECCO'2019), July 13th-17th 2019, Prague, Czech. (Conference Ranked A, submitted).
  2. H. Ismail-Fawaz, G. Forestier, J. Weber, L. Idoumghar, P.A. Muller, “ Automatic alignment of surgical videos using kinematic data”.
    17th conference on artificial intelligence in medicine, Poznan, Poland on June 26-29, 2019 (Conference Ranked A, submitted).
  3. H. Rakhshani, H. I. Fawaz, L. Idoumghar, G. Forestier, J. Lepagnot, J. Weber, M. Brévilliers, P.A. Muller, “Optimizing Deep Residual Networks for Time Series Classification”.
    IEEE Genetic and Evolutionary Computation Conference (GECCO'2019), July 13th-17th 2019, Prague, Czech. (Conference Ranked A, submitted).
  4. M. Essaid, M. Brévilliers, J. Lepagnot L. Idoumghar and D. Fodorean, “Hybrid parameter adaptation strategy for differential evolution to solve real-world problems”.
    IEEE International Congress on Evolutionary Computation 2019, Wellington, New Zealand, 10-13 June 2019 (Conference Ranked A, Accepted for publication).
  5. H. Ismail-Fawaz, G. Forestier, J. Weber, L. Idoumghar, P.A. Muller, “Adversarial attacks on deep neural networks for time series classification”.
    The 2019 International Joint Conference on Neural Networks (IJCNN), Budapest, Hungary on July 14-19, 2019 (Conference Ranked A, Accepted for publication).
  6. H. Ismail-Fawaz, G. Forestier, J. Weber, L. Idoumghar, P.A. Muller, “Deep Neural Network Ensembles for Time Series Classification”.
    The 2019 International Joint Conference on Neural Networks (IJCNN), Budapest, Hungary on July 14-19, 2019 ((Conference Ranked A, Accepted for publication).
  7. J. Kritter, M. Brévilliers, J. Lepagnot and L. Idoumghar, “ On the real-world applicability of state-of-the-art algorithms for the optimal camera placement problem”.
    6th IEEE International Conference on Control, Decision and Information Technologies, April 23-26, 2019, Paris, France (Accepted for publication)
  8. H. Rakhshani, L. Idoumghar, J. Lepagnot and M. Brevilliers, “ MAC: Many-objective automatic algorithm configuration”.
    10th International Conference on Evolutionary Multi-Criterion Optimization, Volume 11411 of LNCS, March 10-13, 2019, East Lansing, Michigan, USA, (Conference Ranked A, Accepted for publication)
  9. M. Hamdi, L. Idoumghar, C. Mondher and A. Kachouri, “Distributed Consensus for Smart Grid Economic Dispatch with Prohibited Operating Zones”.
    16th IEEE International Multi-Conference on Systems, Signals & Devices, Conference on Power Systems & Smart Energies, 21-24 March 2019, Istanbul Turkey (Accepted for publication).
  10. H. Rakhshani, L. Idoumghar, J. Lepagnot, M. Brévilliers, Ed. Keedwell “ Automatic hyperparameter selection in Autodock”.
    IEEE International Conference on Bioinformatics and Biomedicine, pp. 34-738, 3-6 December 2018, Madrid, Spain (Conference Ranked B)
  11. I. Elomary, A. Abbou, L. Idoumghar and B. Kassame, “Optimization Design of the BLDC Motor using Success-History based Adaptive Differential Evolution Algorithm”.
    International Conference on Electronics, Control, Optimization and Computer Science, IEEE Xplore Digital Library, pp. 1-5, 5th to 6th December 2018 Kenitra Morocco.
  12. H. I. Fawaz, G. Forestier, J. Weber, L. Idoumghar, P.A. Muller, “Transfer learning for time series classification”.
    IEEE International Conference on Big Data Seattle, WA, USA, Dec 10-13, 2018 (Accepted for publication)
  13. S. Ghambari, J. Lepagnot, L. Jourdan and L. Idoumghar “A comparative study of meta-heuristic algorithms for solving UAV path planning”.
    IEEE Syposium Series on Computational Intelligence, pp. 174-181, 18-21 November, Bengaluru, India (Conference ranked B).
  14. H. Ismail-Fawaz, G. Forestier, J. Weber, L. Idoumghar, P.A. Muller, “Data augmentation using synthetic data for time series classification with deep residual networks”.
    3nd ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data, Dublin, Ireland during the 10 – 14 September 2018 (Accepted for publication) (Source code).
  15. H. I. Fawaz, G. Forestier, J. Weber, L. Idoumghar, P.A. Muller, “Evaluating surgical skills from kinematic data using convolutional neural networks”.
    21st International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Part IV, Lecture Note In Computer Science - LNCS pp. 214-221, September 16th to 20th, 2018 in Granada, Spain (Conference Ranked A). (Source code).
  16. H. Rakhshani, L. Idoumghar, J. Lepagnot, M. Brévilliers, “Application of the surrogate models for protein structure prediction”.
    7th International Conference on Metaheuristics and Nature Inspired Computing (META’18), Marrakech in Morocco on the Oct 27-31 2018 (Accepted for publication).
  17. M. Essaid, L. Idoumghar, J. Lepagnot and M. Brévilliers, D. Fodorean “A Parallel Adaptive Differential Evolution Algorithm for Electric Motor Design”.
    7th International Conference on Metaheuristics and Nature Inspired Computing (META’18), pp. 204-206, Marrakech in Morocco on the Oct 27-31 2018.
  18. H. Rakhshani, L. Idoumghar, J. Lepagnot, M. Brévilliers, E. Keedwell, “A novel population initialization method based on support vector machine”.
    IEEE International Conference on Systems, Man, and Cybernetics (SMC2018), Miyazaki in Japan on the Oct. 7-10 2018 (Conference ranked B, Accepted for publication).
  19. M. Essaid, L. Idoumghar, M. Brévilliers, J. Lepagnot, D. Fodorean, “A hybrid differential evolution algorithm for real world problems”
    International Congress on Evolutionary Computation 2018, Rio de Janeiro, Brazil, pp. 2341-2347, July 2018 (conference Ranked A).
  20. H. Rakhshani, L. Idoumghar, M. Brévilliers, J. Lepagnot, A. Rahati, “Accelerating Differential Evolution For Protein Structure Prediction Using Surrogate Models”
    International Congress on Evolutionary Computation 2018, Rio de Janeiro, Brazil, July 2018, pp. 933-940 (Conference Ranked A).
  21. M. Essaid, L. Idoumghar, M. Brévilliers, J. Lepagnot, D. Fodorean, “A hybrid optimization algorithm for electric motor design”
    International Conference on Computational Science, Lecture Notes in Computer Science book series (LNCS, volume 10861), pp. 501-517, June 2018 Wuxi, China (Conference Ranked A).
  22. M. Hamdi, C. Mondher, L. Idoumghar and A. Kachouri, “Optimal Economic Dispatch with valve-point effect and multiple fuel option via L-SHADE algorithm”.
    15th IEEE International Multi-Conference on Systems, Signals & Devices, Conference on Power Systems & Smart Energies, 537 - 542, March 2018, Hammamet, Tunisia.
  23. O. Abdelkafi, L. Idoumghar, J. Lepagnot, J.L. Paillaud, “The determination of new stable zeolite frameworks using a parallel hybrid genetic algorithm”
    International Workshop on Optimization and Learning: Challenges and Applications, pp; 1-2, Feb 2018, Alicante, Spain.
  24. M. Brévilliers, J. Lepagnot, J. Kritter, and Lhassane Idoumghar “Parallel Preprocessing for the Optimal Camera Placement Problem”.
    International Conference on System Modeling and Optimization, February 7-11, 2018, Valenciennes, France (Accepted for publication).
  25. Nik Noordini Nik Abd Malik, Nurul Mu'azzah Abdul Latiff, Lhassane Idoumghar, Noor Nabila Ahmad Nazri, “Backtracking Search Optimization Algorithm for Collaborative Beamforming in Wireless Sensor Networks”.
    2017 International Conference on Electrical, Electronic, Communication and Control Engineering, 5 to 6 December 2017, UTM Kuala Lumpur, Malaysia (Accepted for publication).
  26. I. Elomary, A. Abbou, L. Idoumghar, “Backtracking Search Algorithm optimization for the Brushless Direct Current (BLDC) motor parameter design”.
    International Renewable and Sustainable Energy Conference, 4 to 7 December 2017 in Tangier Morocco (Accepted for publication).
  27. J. Lepagnot, L. Idoumghar, M. Brevilliers, M. Idrissi-Aouad, “A New High-Level Relay Hybrid Metaheuristic for Black-Box Optimization Problems”.
    International Conference on Artificial Evolution (EA-2017), pp. 115-128, Revised selected paper LNCS 10764, 25 to 27 October 2017 in Paris, France.
  28. O. Abdelkafi, L. Idoumghar, J. Lepagnot, “Improved Hybrid Iterative Tabu Search for QAP using Distance Cooperation”.
    International Conference on Artificial Evolution (EA-2017), pp. 129-143, Revised selected paper LNCS 10764, 25 to 27 October 2017 in Paris, France.
  29. O. Abdelkafi, L. Idoumghar, J. Lepagnot, J-L. Paillaud, “Memory Genetic Algorithm Hybridized for Zeolites”.
    IEEE International Congress on Evolutionary Computation 2017 (CEC 2017), pp. 233-240, Donostia - San Sebastián, Spain. June 5-8, 2017 (Conference ranked A).
  30. D. Fodorean, L. Idoumghar, “Hybrid optimization design of a high-speed permanent magnet machine used for EV traction”.
    2016 International Conference and Exposition on Electrical and Power Engineering, pp. 1-6, 20 - 22 October 2016, Iasi Romania.
  31. N. M. Abdul Latiff, L. Idoumghar, “Hybrid Backtracking Search Optimization Algorithm and K-Means for Clustering in Wireless Sensor Networks”.
    The 14th IEEE International Conference on Pervasive, Intelligence and Computing, pp. 1-6, Auckland, New Zealand, 8 - 12 August 2016.
  32. O. Abdelkafi, L. Idoumghar, J. Lepagnot and M. Brévilliers, “Data exchange topologies for the DISCO-HITS algorithm to solve the QAP”.
    International Conference on Swarm Intelligence Based Optimization, ICSIBO'2016, pp. 30-37, June 13-14, 2016, Mulhouse, France.
  33. M. Brévilliers, O. Abdelkafi, J. Lepagnot and L. Idoumghar, “Fast Hybrid BSA-DE-SA Algorithm on GPU”.
    International Conference on Swarm Intelligence Based Optimization, ICSIBO'2016, pp. 30-37, June 13-14, 2016, Mulhouse, France.
  34. A. Syarif, A. Abouaissa, L.Idoumghar, and P. Lorenz, “Search Based Software Engineering on Evolutionary Multi-Objective Approach”.
    IEEE International Conference on Communications (ICC'2016), 23-27 May 2016, Kuala Lumpur, Malaysia, pp. 1-6
  35. D. Fodorean, L. Idoumghar, “Improved performances of a PMSM with reduced torque ripples, optimized based on hybrid algorithm, dedicated for light EV”.
    11th IEEE Vehicle Power and Propulsion Conference, pp. 1-6, October 19-22, 2015, Montreal, Canada.
  36. O. Abdelkafi, L. Idoumghar, J. Lepagnot, M. Brévilliers, “A GPU-based parallel neighborhood evaluation for ITSSD”.
    International Conference on Artificial Evolution, pp.327-334 , 2015.
  37. M. Brévilliers, O. Abdelkafi, J. Lepagnot, L. Idoumghar, “Idol-Guided Backtracking Search Optimization Algorithm”.
    International Conference on Artificial Evolution, pp.277-284 , 2015.
  38. O. Abdelkafi, L. Idoumghar and J. Lepagnot, “ Distributed Multistart Hybrid Iterative Tabu Search ”.
    IEEE International Conference on Systems, Man, and Cybernetics (SMC2015), pp. 1962-1967, Hong Kong, October 09-12, 2015.
  39. Omar Abdelkafi, Lhassane Idoumghar and Julien Lepagnot, “ Comparison of Two Diversification Methods to Solve the Quadratic Assignment Problem”.
    International Conference On Computational Science (ICCS 2015), Volume 51, in Reykjavik, Iceland, june 2015, Pages 2703 - 2707, Procedia Computer Science (Conference ranked A).
  40. A. Syari, A. Abouaissa, L. Idoumghar, R. Fitri-Sari and P. Lorenz, “Performance Analysis of Evolutionary Multi-Objective Based Approach for Deployment of Wireless Sensor Network with The Presence of Fixed Obstacles”.
    IEEE Globecom 2014 - Ad Hoc and Sensor Networking Symposium (GC'2014), pp. 1-6, December 8-12, 2014, Austin, TX, USA.
  41. A. Bedoui, Ph. Debreux, L. Idoumghar, R. Schott, and Th. Schott. “Steps Toward the Design of Hybrid Metaheuristics for the Multi-Objective Frequency Assignment Problem in Broadcasting”.
    IEEE International Symposium on Telecommunication Technologies (ISTT'2014), Langkawi-Island, MALAYSIA, November 24-26, 2014, pp. 185-190.
  42. A. Syari, I. Benyahia, A. Abouaissa, L. Idoumghar, R. Fitri-Sari and P. Lorenz, “Evolutionary Multi-Objective Based Approach for Wireless Sensor Network Deployment”.
    IEEE International Conference on Communications, ICC'14, June 10-14, Sydney, Australia, pp. 1837-1842 (Best Paper Award).
  43. A. Bedoui, Ph. Debreux, L. Idoumghar, R. Schott and Th. Schott, “A New Hybrid Metaheuristic for the Multi-objective Frequency Assignment Problem in Broadcasting”.
    International Conference on “Engineering and Applied Sciences Optimization” June 4-6, 2014, Kos Island, Greece, pp. 1-8 (ISSN: 2241-9098, ISBN: 978-960-99994-5-8)
  44. Omar Abdelkafi, Julien Lepagnot and Lhassane Idoumghar, “Multi-level parallelization for hybrid ACO”.
    2014 International Conference on Swarm Intelligence Based Optimization, ICSIBO'2014, May 13-14, 2014, Mulhouse, France, Revised selected paper, LNCS 8472, pp. 60–67.
  45. J. Lepagnot, L. Idoumghar and D. Fodorean, “Hybrid Imperialist Competitive Algorithm with Simplex approach : Application to Electric Motor Design”.
    2013 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Manchester, UK, pp. 2454-2459, October 2013.
  46. J. Lepagnot and L. Idoumghar, “Prediction Technique Intergrated into Particle Swarm Optimization Algorithm”.
    EURO XXVI conference on Operational Research, ROME 1-4 July, 2013.
  47. A. Bedoui, Ph. Debreux, L. Idoumghar, R. Schott and T. Schott, “A Hybrid Evolutionary Approach for the Multi-Objective Frequency Assignment Problem in Broadcasting”.
    EURO XXVI conference on Operational Research, ROME 1-4 July, 2013.
  48. A. Bedoui, P. Debreux, L. Idoumghar, R. Schott and Th. Schott, “A hybrid evolutionnary approach for the multiobjective frequency assgnment problem in broadcasting”.
    International Symposium on Operational Research ans Applications(ISORAP2013), Marrakech, Morocco, May 2013, pp. 320-327.
  49. R. Roche, L. Idoumghar, B. Blunier and A. Miraoui, “ Imperialist Competitive Algorithm for Dynamic Optimization of Economic Dispatch in Power Systems ”.
    International Conference on Artificial Evolution (EA-2011), October 24-26, 2011, Angers, France.
  50. R. Roche, L. Idoumghar, B. Blunier and A. Miraoui, “ Optimized Fuel Cell Array Energy Management Using Multi-Agent Systems ”.
    46th Annual Conference of IEEE Industry Applications Society (IAS 2011), pages 1-8, October 9-13, 2011, Orlando, FL, USA.
  51. L. Idoumghar, M. Idrissi-Aouad and R. Schott “Sequential and Cooperative Distributed SA-Type Algorithms for Energy Optimization in Embedded Systems”.
    The 2010 International Conference on Computational Intelligence and Software Engineering (CiSE 2010), pp. 1-4, December 10-12, 2010 in Wuhan, China.
  52. L. Idoumghar, M.Idrissi Aouad, M. Melkemi and R. Schott “Metropolis Particle Swarm Optimization Algorithm with Mutation Operator For Global Optimization Problems”.
    22th International Conference on Tools with Artificial Intelligence (ICTAI 2010), pp. 35-42, October 27-29, 2010, Arras, France.
  53. L. Idoumghar, M. Idrissi Aouad, R. Schott and O. Zendra, “Sequential and Distributed Hybrid GA-SA Algorithms for Energy Optimization in Embedded Systems”.
    IADIS International Conference Applied Computing 2010, pp. 167-174, October 14-16, 2010, Timisoara, Romania.
  54. L. Idoumghar, M. Idrissi Aouad, R. Schott and O. Zendra, “Reduction of Energy Consumption in Embedded Systems: A Hybrid Evolutionary Algorithm”.
    META 2010 - 3rd International Conference on Metaheuristics and Nature Inspired Computing, volume 95, October 27-31, 2010, Djerba, Tunisia.
  55. T. Iwaszko, M. Melkemi and L. Idoumghar, “A Geometric Data Structure Suitable for Fast Image Mining or Retrieval”.
    Proceeding of International Conference on Image Analysis and Recognition, ICIAR 2010, pp. 364-373, Povoa de Varzim, Portugal, June 21-23, 2010.
  56. L. Idoumghar, D.Fodorean and A. Miraoui, “Using Hybrid Constricted Particles Swarm and Simulated Annealing Algorithm for Electric Motor Design”.
    The 14 Biennial IEEE Conference on Electromagnetic Field Computation CEFC 2010, Chicago - Illinois USA, May 9 - 12, 2010.
  57. L. Idoumghar, D.Fodorean and A. Miraoui, “Simulated Annealing Algorithm for multi-objective optimization: Application to Electric Motor Design”.
    Proceeding of The 29th IASTED International Conference on Modelling, Identification and Control (MIC 2010), pp. 190-196, February 15 - 17, 2010.
  58. L. Idoumghar, L. Cucu and R. Schott, “Tabu Search Algorithms for the Multiprocessor Scheduling Problem”.
    Proceeding of The Tenth IASTED International Conference on Artificial Intelligence and Applications (AIA 2010), pp. 1-5, February 15 - 17, 2010.
  59. T. Iwaszko, M. Melkemi and L. Idoumghar, “Regions of Empty Overlapping Circles”.
    Proceeding of The 7th Japan Conference on Computational Geometry and Graphs. November 11 - 13, 2009, Kanazaw, Japan.
  60. L. Idoumghar, M. Melkemi and R. Schott, “A Novel Hybrid Evolutionary Algorithm for Multi-modal Function Optimization and Engineering Applications”.
    Proceeding of The 13th IASTED, International Conference on Artificial Intelligence and Soft Computing (ASC 2009), pp. 87-93, Palma de Mallorca, Spain, September 7 - 9, 2009.
  61. L. Idoumghar, T. Raminosoa and A. Miraoui, “New Tabu Search Algorithm to Design an Electric Motor”.
    Proceeding of the 13th Biennial IEEE Conference on Electromagnetic Field Computation (IEEE CEFC 2008). Athens, Greece, May 11 - 15, 2008, CD-ROM.
  62. L. Idoumghar and M. Melkemi, “Pattern Retrieval from a Cloud of points Using Geometric Concepts”.
    Proceeding of 4th International Conference on Image And Recognition, ICIAR 2007, LNCS 4633, pp. 460 - 468. M. Kamel and A. Campilho Eds, Montreal Canada, August 22 - 24, 2007.
  63. L. Idoumghar and M. Melkemi, “Voronoi diagram based on a non-convex pattern: an application to extract patterns from a cloud of points”.
    Proceeding of 4th International Symposium on Voronoi Diagrams in Science and Engineering ISVD 2007 pp. 282 - 287, July 9 - 12, 2007.
  64. L. Idoumghar and R. Schott, “A New Hybrid GA-MDP Algorithm For The Frequency Assignment Problem”.
    Proceeding of 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 06), pp. 18 - 27, IEEE Pub, Washington D.C, USA. November 13 - 15, 2006.
  65. L. Idoumghar and R. Schott, “Probabilistic and Algorithmic Methods for the Frequency Assignment Problem”.
    Proceeding of ICIAM'2003, 5th International Congress on Industrial and Applied Mathematics, Sydney, Australia, July 7 - 11, 2003, p. 228 - 229, Printed by UTS, June 2003.
  66. L. Idoumghar and Ph. Debreux, “New Modelling Approach for the Frequency Assignment Problem in Broadcasting”.
    Proceeding of SEA'2002, ASTED International Conference on Software Engineering and Applications, pp. 805 - 812, November 4 - 6, 2002, Combridge USA, M.H. Hamza Ed.
  67. L. Idoumghar, R. Schott and J.Y Greff, “Using Markov Decision Processes to Solve the Frequency Assignment Problem”.
    Proceeding of ASC'2002, 6th IASTED International Conference on Artificial intelligence and Soft Computing, pp. 552 - 557, July 17-19 2002, Banff, Canada, Acta Press Pub.
  68. L. Idoumghar, M. Alabau and R. Schott, “New Hybrid Genetic Algorithms for The Frequency Assignment Problem”.
    Proceeding of ICTAI'2001, 13th International IEEE Conference on Tool with Artificial Intelligence, pp. 136 - 142, November 7 - 9, 2001, Dallas - Texas, USA, IEEE Pub.

Communications at national conferences with program committee and Proceedings

  1. M. Brévilliers, J. Lepagnot and L. Idoumghar, M. Rébai and J. Kritter, “Évolution différentielle hybride pour le problème de placementoptimal de caméras”.
    20ème congrès annuel de la société française en recherche opérationnelle et aide à la décision, 19 au 21 Février 2019, Le Havre, France
  2. H. Ismail-Fawaz, G. Forestier, J. Weber, L. Idoumghar and P.A Muller, “ Augmentation de données utilisant des données synthétiques pour la classification de séries temporelles par réseaux profonds résiduels”.
    19ème édition de la conférence Francophone sur l’extraction et la gestion des connaissances, Metz, Janvier 2019 (submitted).
  3. M. Brévilliers, O. Abdelkafi, L. Idoumghar, “Sequential and Parallel BSA Algorithm ”.
    16ème congrès annuel de la Société française de recherche opérationnelle et d’aide à la décision (ROADEF), 25 au 27 février 2015, Marseille France (accepted for publication).
  4. O. Abdelkafi, L. Idoumghar, J. Lepagnot, M. Brévilliers, “Hybrid Iterative Tabu Search”.
    16ème congrès annuel de la Société française de recherche opérationnelle et d’aide à la décision (ROADEF), 25 au 27 février 2015, Marseille France (accepted for publication).
  5. O. Abdelkafi, L. Idoumghar, J. Lepagnot, “Parallel hybrid ant colony optimization on GPU to solve travelling salesman problem”.
    15ème congrès annuel de la Société française de recherche opérationnelle et d’aide à la décision (ROADEF), 6 au 28 février 2014, Bordeaux, France.
  6. L. Idoumghar, R. Roche, B. Blunier and A. Miraoui, “Algorithmes hybrides pour la gestion intelligente de l’énergie dans les smart grids”.
  7. 7èmes Journées Francophones Planification Décision, et Apprentissage pour la conduite de systèmes, pp. 1-12, May 22-23, 2012, Nancy, France.
  8. L. Idoumghar, M. Alabau and R. Schott, “Nouvelle Approche Hybride pour Résoudre le Problème d'Allocation de Fréquences”.
  9. Proceeding of RFIA'2002, Reconnaissance des Formes et Intelligence Artificielle, pp. 241-248, 8-10 Janvier 2002, Angers, France, AFRIF-AFIA Pub.
  10. L. Idoumghar, M. Alabau and R. Schott, “A New Hybrid Genetic Algorithm for the Graph Colouring Problem”.
    Proceeding of ALGOTEL'2001, 3rd Colloquium on Computational Telecommunications, pp. 111-117, 28-30 Mai 2001, Saint Jean de Luz, France, INRIA Lorraine Pub.

Patents

  • M. Daggag, R. Roche, L. Idoumghar, B. Blunier, A. Miraoui.
    “System and method for controlling an electrical energy production installation".
    WO Patent 2,012,143,424.
  • L. Idoumghar.
    “Procédure d'allocation de fréquences à un ensemble d'émetteurs / récepteurs en réseau par un processus génétique hybride”
    Brevet N. 01 06885, TDF-C2R, Mai 2001.