Lhassane IDOUMGHAR is a full Professor at the University of Haute-Alsace in France since 2015. Since 01/2020, he is Director of IRIMAS Institute (Institut de recherche en Informatique, Mathématique, Automatique et Signal).
01/2018 - 12/2019, Lhassane IDOUMGHAR was elected as Deputy Director of IRIMAS Institute, and Director of the IRIMAS - Computer Science Research department, University of Haute-Alsace, Mulhouse.
Lhassane IDOUMGHAR is Head of the OMEGA (Optimization by MEtaheuristics, alGorithms and modelization) research team.
Until 2017, He was Associate Director of LMIA Laboratory (Laboratoire de Mathématiques, Informatique et Application), University of Haute Alsace, Mulhouse.
In 2015, Lhassane Idoumghar is the co-founder of the UHA 4.0 school which is a new innovative school in terms of pedagogical. Since, he is Projects Director at UHA 4.0 school, University of Haute-Alsace, Mulhouse.
In 2012 he obtained his accreditation to supervise research from University of Haute-Alsace. In 2003, He obtained his PhD at the University of Henri Poincaré - Nancy 1, France. In 2000-2003 he worked in TDF-C2R Broadcasting and wireless Research Center.
His research activities include Artificial Intelligence, Evolutionary Algorithm, massively parallel and distributed metaheuristics, Optimization and uncertain optimization by hybrid metaheuristics.
Title: Design of hybrid metaheuristics and their applications.
Titre : Conception de métaheuristiques hybrides et leurs applications.
Download my HDR dissertation / Télécharger mon mémoire d'HDR (in French)
Download my Prensentation / Télécharger ma présentation d'HDR.
Title: Algorithmic Methods for the Frequencies Assignment Problem.
Titre : Méthodes Algorithmiques pour l'Allocation de Fréquences.
Sujet: Proposition d'un modèle de gestion de Qualité de Service dans l'Architecture Corba.
With my research team OMEGA,
we were awarded a First Prize of the CG:SHOP Optimization
Challenge
SoCG2019 Competition
Computational Geometry Week,
Portland, USA, June 2019.
Invited by the president of the French republic to participate in Hachathon-Innovathon, Paris, 2015. With my colleague and my students of UHA 4.0 we have participated in Hackathon-Innovathon (learn more).
With my colleague, J. Lepagnot, we have developed a new optimization algorithm to solve 1000 black box problems described in BBComp2015CEC, IEEE-CEC'2015, Japan
Since 2014, I am holder of a premium for research and doctoral supervision.
For all my Responsibilities and activities (research and education),
I am Ranked A by the French National Council of Universities for Computer Science.
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, June 10-14, Sydney, Australia, pp. 1837-1842
With my colleague Robin Roche, we were Finalist of the GE Energy Innovation Awards (Ranked 2)
Recognition and bronze medal for services rendered to the French Red Cross, 2009.
Metaheuristics, Optimization, Artificial Intelligence, Deep Learning, Machine Learning, Applications.
Congrès Reconnaissance des Formes, Image, Apprentissage et Perception, RFIAP 2020 , 23 au 26 juin 2020Vannes, France (submitted).
Journal of Artificial Intelligence Review (submitted).
Journal of Advanced Engineering Informatics (submitted).
Journal of Soft Computing, Impact Factor: 2.784 (Submitted for publication).
IEEE International Conference on Systems, Man, and Cybernetics, Bari, Italy. (Conference Ranked B, submitted).
IEEE International Workshop on Meta-Learning (MetaLearn 2019) NIPS2020, December 2019 Vancouver Convention Center, Vancouver, Canada ( submitted).
IEEE Sensors Journal (Accepted for publication, in July 2020, IF. 3.073)
Journal of International Review of Electrical Engineering (Accepted for publication)
Journal of Data Mining and Knowledge Discovery, IF. 3.506, https://doi.org/10.1007/s10618-020-00710-y (Accepted for publication, 07/2020).
Journal of Applied Soft Computing, Vol. 92, april 2020, Impact Factor: 4.873, https://doi.org/10.1016/j.asoc.2020.106273 (Accepted for publication)
Journal of Applied Soft Computing, Vol. 85, December 2019, Impact Factor: 4.873, https://doi.org/10.1016/j.asoc.2019.105868 (Accepted for publication)
International Journal of Computer Assisted Radiology and Surgery, IF: 2.155, Volume 14, Issue 9, pp 1611-1617, September 2019,
Journal of Swarm and Evolutionary Computation, Vol. 50, November 2019, IF : 3.818, https://doi.org/10.1016/j.swevo.2019.01.009 (Accetpted for publication Novembre 2019).
Journal of Data Mining and Knowledge Discovery, July 2019, Volume 33, Issue 4, pp 917–963, Impact Factor: 2.481
(Source code)
Journal of Artificial Intelligence in Medicine, Vol. 91, O9/2018, pp. 3-11, Impact Factor: 2.879.
IEEE Transactions on Emerging Topics in Computing, Vol. 7, No. 1, 162-173, March 2019, Impact Factor 3.826.
Journal of Applied Soft Computing - Elsevier, vol. 74, pp. 133–153, 2019, Impact Factor: 3.907.
Journal of Systems and Information Technology, Special issue on Optimisation Solutions in Systems, Vol. 20 No. 4, pp. 446-467, 2018, Emerald.
Journal of Telecommunication Computing Electronics and Control, Vol.16, No.4, pp. 1801-1808, August 2018.
Journal IET Generation, Transmission & Distribution, pp. 2603 - 2613, Vol 12, Issue 11, June 2018, Impact Factor 2.213.
International Journal of Modeling and Optimization, Vol.8(1): 33-40, ISSN: 2010-3697, February 2018.
International Journal of Parallel, Emergent and Distributed Systems, pp. 1-26, published online: 25 Jan 2018.
Journal of IEEE Transactions on Industrial Electronics, Volume 62, N. 12, pp. 9824-9833, December 2017, Impact Factor 6.383.
Journal of Computers & Chemical Engineering, Volume 98, N. 4, pp. 50–60, March 2017, Impact Factor 2.82.
Journal of Parallel Processing Letters, Vol. 26, N. 3, pp. 1-20, September 2016.
Computational and Applied Mathematics Journal. Impact Factor 1.413, Vol. 1, No. 5, 2015, pp. 307-318
International Journal of Networking and Communication, accepted for publication, june 2015
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
Journal of Applied Mathematics and Computation, Vol. 219, No. 24, pp. 11149-11170, 15 August 2013, Impact Factor 1.317.
Journal of Applied Energy, vol. 101, pp. 644-654 January 2013, Impact Factor 5,106.
Journal of IEEE Transaction on Vehicular Technology, Vol. 62, No. 1, pp.39 - 49, January 2013, Impact Factor 1,921.
Journal of IET Electric Power Applications, vol.6, n.9, pp. 735-742, November 2012, Impact Factor 1,173.
Revised and Selected Paper from the International Conference on Artificial Evolution, Lecture Notes in Computer Science Volume 7401, pp 217-228, 2012.
Journal of Applied Computational Intelligence and Soft Computing, Vol. 2011, pp. 1-12, juin 2011.
Journal of IEEE Transactions on Broadcasting, Vol. 55, Issue 2, Part 1, pp. 223-229, June 2009, Impact Factor 1,703.
Journal of IEEE Transactions on Magnetic, Vol. 45, Issue 3, pp. 1498 - 1501, March 2009, Impact Factor 1,363.
Journal of Applied Artificial Intelligence, pp. 761-773, Vol. 18, N. 8, September 2004, Impact Factor 0,849.
Journal of IEEE Transactions on Broadcasting, pp. 293-298, Vol. 48, N. 4, December 2002, Impact Factor 1,703.
Journal of IEEE Transactions on Broadcasting, Vol. 48, N. 1, 27-34, March 2002, Impact Factor 1,703.
International Symposium on Solutions for Smart Cities Challenges 2020, Paris, France. December 14-16, 2020. (Accepted for publication)
IEEE Symposium Series on Computational Intelligence, 1-4 December, 2020, Canberra Australia (Accepted for publication)
Sixth International Congress on Information and Communication Technology, London, United Kingdom, February 25 - 26, 2021 (Accepted for publication)
The IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), 14- 17 December 2020, Marina Bay Sands, Singapore (Accepted for publication)
ICTAI 2020, 9 - 11 Nov 2020 32nd International Conference on Tools with Artificial Intelligence, 9 - 11 NOV 2020, BALTIMORE USA (Accepted for publication).
The International Joint Conference on Neural Networks ( IJCNN), 19 - 24th July, 2020, Glasgow (UK) (Accepted for publication).
IEEE Congress on Evolutionary Computation (IEEE CEC 2020), 19 - 24th July, 2020, Glasgow (UK) (Accepted for publication).
IEEE Congress on Evolutionary Computation (IEEE CEC 2020), 19 - 24th July, 2020, Glasgow (UK) (Accepted for publication).
The 2020 International Conference on Computational Science and Its Applications, pp 90-106, July 1 - 4, 2020 in Cagliari, Italy. Lecture Notes in Computer Science, vol 12249. Springer, Cham. https://doi.org/10.1007/978-3-030-58799-4_7
16th International Wireless Communications & Mobile Computing Conference (iWCMC 2020), June 15-19, 2020, in the St. Raphael Resort & Marina, Limassol, Cyprus (Accepted for publication).
7th International Conference on Control, Decision and Information Technologies (CoDIT), June 29 - July 2, 2020, Prague, Czech Republic (Accepted for publication)
The 14th Learning and Intelligent OptimizatioN Conference, pp. 233-248, Revised Selected Papers (LNCS 12096), Athens, Greece - May 24 - 28, 2020. https://doi.org/10.1007/978-3-030-53552-0_23
2019 IEEE 31st International Conference on Tools with Artificial Intelligence (IEEE ICTAI 2019), pp. 713-720, Portland, USA.
2019 IEEE Symposium Series on Computational Intelligence (SSCI), Xiamen, China, 2019, pp. 2261-2268, doi: 10.1109/SSCI44817.2019.9003160.
2019 IEEE 31st International Congress on Evolutionary Computation (CEC), Wellington, New Zealand, 2019, pp. 3030-3036, doi: 10.1109/CEC.2019.8790079.
IEEE 2019 Electric Vehicles International Conference (EV), 3-4 october 2019, Bucuresti Romania, pp. 1-5.
International Conference on Artificial Evolution (EA-2019), pp. 205-218, Revised Selected Papers (LNCS 12052), October 2019, Mulhouse France.
International Conference on Artificial Evolution (EA-2019), pp. 1-12, Revised Selected Papers (LNCS 12052), October 2019, Mulhouse France.
International Workshop on Stochastic Local Search Algorithms 12-13 Sep 2019 Villeneuve d'Ascq, France (Accepted for publication)
International Workshop on Stochastic Local Search Algorithms 12-13 Sep 2019 Villeneuve d'Ascq, France (Accepted for publication)
11th International Symposium on Image and Signal Processing (ISPA2019), pp. 271-276, 23-25 September 2019, Dubrovnik, Croatia (Source code).
17th conference on artificial intelligence in medicine, pp. 104-113, Poznan, Poland on June 26-29, 2019, Conference Ranked A (Source code).
The 2019 International Joint Conference on Neural Networks (IJCNN), Budapest, Hungary on July 14-19, 2019, (Source code), (Conference Ranked A, Accepted for publication).
The 2019 International Joint Conference on Neural Networks (IJCNN), Budapest, Hungary on July 14-19, 2019, (Source code), (Conference Ranked A, Accepted for publication).
6th IEEE International Conference on Control, Decision and Information Technologies, April 23-26, 2019, Paris, France (Accepted for publication)
10th International Conference on Evolutionary Multi-Criterion Optimization, Volume 11411 of LNCS, pp 241-253, March 10-13, 2019, East Lansing, Michigan, USA, (Conference Ranked A)
16th IEEE International Multi-Conference on Systems, Signals & Devices, Conference on Power Systems & Smart Energies, 21-24 March 2019, Istanbul Turkey (Accepted for publication).
IEEE International Conference on Bioinformatics and Biomedicine, pp. 34-738, 3-6 December 2018, Madrid, Spain (Conference Ranked B)
International Conference on Electronics, Control, Optimization and Computer Science, IEEE Xplore Digital Library, pp. 1-5, 5th to 6th December 2018 Kenitra Morocco.
IEEE International Conference on Big Data Seattle, pp. 1367 - 1376, WA, USA, Dec 10-13, 2018, (Source code).
IEEE Syposium Series on Computational Intelligence, pp. 174-181, 18-21 November 2018, Bengaluru, India (Conference ranked B).
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).
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).
7th International Conference on Metaheuristics and Nature Inspired Computing (META’18), Marrakech in Morocco on the Oct 27-31 2018 (Accepted for publication).
7th International Conference on Metaheuristics and Nature Inspired Computing (META’18), pp. 204-206, Marrakech in Morocco on the Oct 27-31 2018.
IEEE International Conference on Systems, Man, and Cybernetics (SMC2018), pp. 751-756, Miyazaki in Japan on the Oct. 7-10 2018 (Conference ranked B).
International Congress on Evolutionary Computation 2018, Rio de Janeiro, Brazil, pp. 2341-2347, July 2018 (conference Ranked A).
International Congress on Evolutionary Computation 2018, Rio de Janeiro, Brazil, July 2018, pp. 933-940 (Conference Ranked A).
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).
15th IEEE International Multi-Conference on Systems, Signals & Devices, Conference on Power Systems & Smart Energies, 537 - 542, March 2018, Hammamet, Tunisia.
International Workshop on Optimization and Learning: Challenges and Applications, pp; 1-2, Feb 2018, Alicante, Spain.
International Conference on System Modeling and Optimization, February 7-11, 2018, Valenciennes, France (Accepted for publication).
2017 International Conference on Electrical, Electronic, Communication and Control Engineering, 5 to 6 December 2017, UTM Kuala Lumpur, Malaysia (Accepted for publication).
International Renewable and Sustainable Energy Conference, 4 to 7 December 2017 in Tangier Morocco (Accepted for publication).
International Conference on Artificial Evolution (EA-2017), pp. 115-128, Revised selected paper LNCS 10764, 25 to 27 October 2017 in Paris, France.
International Conference on Artificial Evolution (EA-2017), pp. 129-143, Revised selected paper LNCS 10764, 25 to 27 October 2017 in Paris, France.
IEEE International Congress on Evolutionary Computation 2017 (CEC 2017), pp. 233-240, Donostia - San Sebastián, Spain. June 5-8, 2017 (Conference ranked A).
2016 International Conference and Exposition on Electrical and Power Engineering, pp. 1-6, 20 - 22 October 2016, Iasi Romania.
The 14th IEEE International Conference on Pervasive, Intelligence and Computing, pp. 1-6, Auckland, New Zealand, 8 - 12 August 2016.
International Conference on Swarm Intelligence Based Optimization, ICSIBO'2016, pp. 30-37, June 13-14, 2016, Mulhouse, France.
International Conference on Swarm Intelligence Based Optimization, ICSIBO'2016, pp. 30-37, June 13-14, 2016, Mulhouse, France.
IEEE International Conference on Communications (ICC'2016), 23-27 May 2016, Kuala Lumpur, Malaysia, pp. 1-6
11th IEEE Vehicle Power and Propulsion Conference, pp. 1-6, October 19-22, 2015, Montreal, Canada.
International Conference on Artificial Evolution, pp.327-334, Lyon, 2015.
International Conference on Artificial Evolution, pp.277-284 , Lyon, 2015.
IEEE International Conference on Communications, London, UK, pp. 6803-6808, 6-8 June, 2015. DOI: 10.1109/ICC.2015.7249410
IEEE International Conference on Systems, Man, and Cybernetics (SMC2015), pp. 1962-1967, Hong Kong, October 09-12, 2015.
International Conference On Computational Science (ICCS 2015), Volume 51, in Reykjavik, Iceland, june 2015, Pages 2703 - 2707, Procedia Computer Science (Conference ranked A).
IEEE Globecom 2014 - Ad Hoc and Sensor Networking Symposium (GC'2014), pp. 1-6, December 8-12, 2014, Austin, TX, USA.
IEEE International Symposium on Telecommunication Technologies (ISTT'2014), Langkawi-Island, MALAYSIA, November 24-26, 2014, pp. 185-190.
IEEE International Conference on Communications, ICC'14, June 10-14, Sydney, Australia, pp. 1837-1842 (Best Paper Award).
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)
2014 International Conference on Swarm Intelligence Based Optimization, ICSIBO'2014, May 13-14, 2014, Mulhouse, France, Revised selected paper, LNCS 8472, pp. 60–67.
2013 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Manchester, UK, pp. 2454-2459, October 2013.
EURO XXVI conference on Operational Research, ROME 1-4 July, 2013.
EURO XXVI conference on Operational Research, ROME 1-4 July, 2013.
International Symposium on Operational Research ans Applications(ISORAP2013), Marrakech, Morocco, May 2013, pp. 320-327.
International Conference on Artificial Evolution (EA-2011), October 24-26, 2011, Angers, France.
46th Annual Conference of IEEE Industry Applications Society (IAS 2011), pages 1-8, October 9-13, 2011, Orlando, FL, USA.
The 2010 International Conference on Computational Intelligence and Software Engineering (CiSE 2010), pp. 1-4, December 10-12, 2010 in Wuhan, China.
22th International Conference on Tools with Artificial Intelligence (ICTAI 2010), pp. 35-42, October 27-29, 2010, Arras, France.
IADIS International Conference Applied Computing 2010, pp. 167-174, October 14-16, 2010, Timisoara, Romania.
META 2010 - 3rd International Conference on Metaheuristics and Nature Inspired Computing, volume 95, October 27-31, 2010, Djerba, Tunisia.
Proceeding of International Conference on Image Analysis and Recognition, ICIAR 2010, pp. 364-373, Povoa de Varzim, Portugal, June 21-23, 2010.
The 14 Biennial IEEE Conference on Electromagnetic Field Computation CEFC 2010, Chicago - Illinois USA, May 9 - 12, 2010.
Proceeding of The 29th IASTED International Conference on Modelling, Identification and Control (MIC 2010), pp. 190-196, February 15 - 17, 2010.
Proceeding of The Tenth IASTED International Conference on Artificial Intelligence and Applications (AIA 2010), pp. 1-5, February 15 - 17, 2010.
Proceeding of The 7th Japan Conference on Computational Geometry and Graphs. November 11 - 13, 2009, Kanazaw, Japan.
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.
Proceeding of the 13th Biennial IEEE Conference on Electromagnetic Field Computation (IEEE CEFC 2008). Athens, Greece, May 11 - 15, 2008, CD-ROM.
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.
Proceeding of 4th International Symposium on Voronoi Diagrams in Science and Engineering ISVD 2007 pp. 282 - 287, July 9 - 12, 2007.
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.
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.
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.
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.
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.
Atelier Apprentissage profond: Théorie et Applications (APTA), Journées Francophones Extraction et Gestion des Connaissances (EGC), (10 pages), Bruxelles, Belgium, January 2020.
Journées Francophones Extraction et Gestion des Connaissances (EGC), 2 pages, Metz, France, January 2019.
21ème congrès annuel de la société Française de Recherche Opérationnelle et d'Aide à la Décision (ROADEF), Montpellier 19-21 Février 2020, France.
21ème congrès annuel de la société Française de Recherche Opérationnelle et d'Aide à la Décision (ROADEF), Montpellier 19-21 Février 2020, France.
20ème congrès annuel de la société française en recherche opérationnelle et aide à la décision, 19 au 21 Février 2019, Le Havre, France
19ème édition de la conférence Francophone sur l’extraction et la gestion des connaissances, Metz, Janvier 2019.
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).
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).
15ème congrès annuel de la Société française de recherche opérationnelle et d’aide à la décision (ROADEF), 6 au 28 février 2014, Bordeaux, France.
7èmes Journées Francophones Planification Décision, et Apprentissage pour la conduite de systèmes, pp. 1-12, May 22-23, 2012, Nancy, France.
Proceeding of RFIA'2002, Reconnaissance des Formes et Intelligence Artificielle, pp. 241-248, 8-10 Janvier 2002, Angers, France, AFRIF-AFIA Pub.
Proceeding of ALGOTEL'2001, 3rd Colloquium on Computational Telecommunications, pp. 111-117, 28-30 Mai 2001, Saint Jean de Luz, France, INRIA Lorraine Pub.
“Hybrid Backtracking Search Optimization Algorithm and K-Means for Clustering in Wireless Sensor Networks”.Reference No. : IP/CR/2019/1100, Date Submitted : 26-08-2020
“System and method for controlling an electrical energy production installation”.WO Patent 2,012,143,424.
“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.
Computer Science, Electrical Engineering, Chemistry, Medical, Mobility, Broadcasting, UAV-Drones, Cameras, Geometry, etc.