Home
brevilliers fr

Dr. Mathieu Brévilliers

PhD in computer science

mathieu [dot] brevilliers [at] uha [dot] fr

 
Since 2009Associate professor (IRIMAS, Mulhouse IUT) University of Haute-Alsace
2008-2009Teaching and research assistant (GIPSA-lab, Phelma) Grenoble INP
2005-2008PhD in computer science [pdf]University of Haute-Alsace
2000-2005MSc in computer scienceUniversity of Haute-Alsace

Find me on ResearchGate, DBLP, Google Scholar and LinkedIn.

Interests

Research interests

Optimization | Metaheuristics | Parallel computing | Machine learning | Computational geometry

Real-world applications

AreaRelated publications
Optimization of surveillance camera placement[j3]
Optimal design of motors for electric vehicles[j1] [c9] [c11] [c13]
Protein structure prediction[c10] [c12]
Projects

Institutional research projects

Project nameFundingDateRole
Organized Pedestrian Movement in Public Spaces (OPMoPS) [www]ANR / BMBF2017-2020Member
High-performance processing techniques for mapping and monitoring environmental
changes from massive, heterogeneous and high frequency data time series (TIMES)
ANR2017-2020Member
Drone fleetUHA2017Member
Optimal camera placement for automatic detection of hazardous situationsUHA2017Leader
Students

(Co-)supervised research students

NameAffiliationDegreeDateSubject
Julien KritterUniv. of Haute-AlsacePhD2017-2020Optimal camera placement for urban parades and demonstration marches monitoring
Hojjat RakhshaniUniv. of Haute-AlsacePhD2017-2020Integration of machine learning methods in metaheuristics
Mokhtar EssaidUniv. of Haute-AlsacePhD2016-2019Design of hybrid metaheuristics on GPU
Esmaeil Mirkazehi RigiUniv. of Sistan and Baluchestan, IranMSc2017-2018Investigation of backtracking search for numerical optimization problem
Lydia SouriotUniv. of NantesMSc2017 (3 mos)Continuous optimization for surveillance camera placement
Yasmine ArabUniv. Toulouse IIIMsc2016 (5 mos)Optimization of surveillance camera placement
Misc.

Organizing committee member

Programm committee member

Publications

List of publications

[c14]
Rakhshani H., Idoumghar L., Lepagnot J., Brévilliers M. and Keedwell E. (2018),
A Novel Population Initialization Method Based on Support Vector Machine,
2018 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2018), Miyazaki, Japan.
(ERA2010 rank: B)
[c13]
Essaid M., Idoumghar L., Lepagnot J. and Brévilliers M. (2018),
A Parallel Adaptive Differential Evolution for Electric Motor Design Optimization PADE,
7th International Conference on Metaheuristics and Nature Inspired Computing (META'18), Marrakech, Morocco.
[c12]
Rakhshani H., Idoumghar L., Lepagnot J. and Brévilliers M. (2018),
Application of the Surrogate Models for Protein Structure Prediction,
7th International Conference on Metaheuristics and Nature Inspired Computing (META'18), Marrakech, Morocco.
[c11]
Essaid M., Idoumghar L., Lepagnot J., Brévilliers M. and Fodorean D. (2018),
A Hybrid Differential Evolution Algorithm for Real World Problems,
2018 IEEE Congress on Evolutionary Computation (IEEE CEC 2018), Rio de Janeiro, Brazil.
(ERA2010 rank: A)
[c10]
Rakhshani H., Lepagnot J., Idoumghar L., Brévilliers M. and Rahati A. (2018),
Accelerating Protein Structure Prediction Using Active Learning and Surrogate-based Optimization,
2018 IEEE Congress on Evolutionary Computation (IEEE CEC 2018), Rio de Janeiro, Brazil.
(ERA2010 rank: A)
[c9]
Essaid M., Idoumghar L., Lepagnot J., Brévilliers M. and Fodorean D. (2018),
A Hybrid Optimization Algorithm for Electric Motor Design,
18th International Conference on Computational Science (ICCS 2018), Wuxi, China,
Lecture Notes in Computer Science, Vol. 10861 pp.501-517, Springer.
(ERA2010 rank: A)
[www]
[j3]
Brévilliers M., Lepagnot J., Kritter J. and Idoumghar L. (2018),
Parallel Preprocessing for the Optimal Camera Placement Problem,
International Journal of Modeling and Optimization, Vol. 8 No. 1, pp.33-40.
[www] [pdf]
[j2]
Essaid M., Idoumghar L., Lepagnot J. and Brévilliers M. (2018),
GPU Parallelization Strategies for Metaheuristics: a Survey,
International Journal of Parallel, Emergent and Distributed Systems, Taylor & Francis.
(ERA2010 rank: B, Scimago SJR 2016: 0.237)
[www]
[c8]
Lepagnot J., Idoumghar L. and Brévilliers M. (2017),
A New High-Level Relay Hybrid Metaheuristic for Black-Box Optimization Problems,
13th International Conference on Artificial Evolution (EA-2017), Paris, France,
Lecture Notes in Computer Science, Vol. 10764 pp.115-128, Springer.
[www]
[j1]
Fodorean D., Idoumghar L., Brévilliers M., Minciunescu P. and Irimia C. (2017),
Hybrid Differential Evolution Algorithm employed for the Optimum Design of a High-Speed PMSM used for EV Propulsion,
IEEE Transactions on Industrial Electronics, Vol. 64 No. 12, pp.9824-9833.
(JCR 2016 impact factor: 7.168)
[www]
[c7]
Brévilliers M., Abdelkafi O., Lepagnot J. and Idoumghar L. (2016),
Fast Hybrid BSA-DE-SA Algorithm on GPU,
International Conference on Swarm Intelligence Based Optimization (ICSIBO), Mulhouse, France,
Lecture Notes in Computer Science, Vol. 10103 pp.57-64, Springer.

[www]
[c6]
Abdelkafi O., Idoumghar L., Lepagnot J. and Brévilliers M. (2016),
Data exchange topologies for the DISCO-HITS algorithm to solve the QAP,
International Conference on Swarm Intelligence Based Optimization (ICSIBO), Mulhouse, France,
Lecture Notes in Computer Science, Vol. 10103 pp.57-64, Springer.

[www]
[c5]
Brévilliers M., Abdelkafi O., Lepagnot J. and Idoumghar L. (2015),
Idol-Guided Backtracking Search Optimization Algorithm,
12th International Conference on Artificial Evolution (EA-2015), Lyon, France.
[pdf]
[c4]
Abdelkafi O., Idoumghar L., Lepagnot J. and Brévilliers M. (2015),
A GPU-based parallel neighborhood evaluation for ITSSD,
12th International Conference on Artificial Evolution (EA-2015), Lyon, France.
[pdf]
[c3]
Brévilliers M., Chevallier N. and Schmitt D. (2008),
Flip algorithm for segment triangulations,
33rd International Symposium on Mathematical Foundations of Computer Science (MFCS), Torùn, Poland,
Lecture Notes in Computer Science, Vol. 5162 pp.180-192, Springer.

(ERA2010 rank: A)
[www]
[c2]
Brévilliers M., Chevallier N. and Schmitt D. (2008),
Constructing the segment Delaunay triangulation by flip,
24th European Workshop on Computational Geometry (EWCG), Nancy, France.
(ERA2010 rank: C)
[www] [pdf]
[c1]
Brévilliers M., Chevallier N. and Schmitt D. (2007),
Triangulations of line segment sets in the plane,
27th Symposium on Foundations of Software Technology and Theoretical Computer Science (FSTTCS), New Delhi, India,
Lecture Notes in Computer Science, Vol. 4855 pp.388-399, Springer.

(CORE2008 rank: A)
[www]