Grégoire Danoy

Grégoire Danoy

Adjoint de recherche

Discipline(s) Computer science
Sujets de recherche Optimisation Algorithms, Multi-Agent Systems, Mobile Ad Hoc Networks, Cloud and High Performance Computing
Faculté ou Centre Faculté des Sciences, de la Technologie et de la Communication
Unité de recherche CSC
Adresse postale Université du Luxembourg
Maison du Nombre
6, Avenue de la Fonte
L-4364 Esch-sur-Alzette
Bureau sur le campus MNO, E04 0445-050
E-mail
Téléphone (+352) 46 66 44 5306
Langues parlées English, French

Main Research Domains

Exact optimisation, nature-inspired optimisation, and multi-agent systems, to tackle single and multiobjective complex problems in the fields of telecommunications, mobile networks, bioinformatics, high-performance and cloud computing.

Education

  • Doctor Degree in Computer Science , École Nationale Supérieure des Mines de Saint-Étienne, France, with great distinction (très honorable), 2008.
    • PhD thesis: A Multi-Agent Approach for Hybrid and Dynamic Coevolutionary Genetic Algorithms: Organizational Model and Real-World Problems Applications
  • Master Degree in Computer Science, École Nationale Supérieure des Mines de Saint-Étienne, France, 2004.
    • Master thesis: A Multi-Agent Framework for Coevolutionary Genetic Algorithms
  • Industrial Engineer degree in Computer Science , Luxembourg University of Applied Sciences (Institut Supérieur de Technologie: IST), Luxembourg, with honours (2nd), 2003.

Teaching

  • Smart Cities, Smart ICT Certificate, ILNAS/University of Luxembourg, 2016.
  • Optimisation Techniques, Master 2, University of Luxembourg (2008-Present)
  • Analysis and Design using UML, Bachelor I2, University of Luxembourg (2006-2009).
  • Evolutionary Computing, Master 2, University of Luxembourg (2005-2008).
  • Advanced Algorithmics, Bachelor I2, University of Luxembourg (2004-2008).

Awards

  • 2017 - IEEE CybConf: Best Paper Award 
  • 2016 - ACM GECCO : Best Paper Nomination
  • 2009 - ACM GECCO : Best Paper Nomination
  • 2003 - Prize of the Revue technique Luxembourgeoise of the ALIAI (Association Luxembourgeoise des Ingénieurs, Architectes et Industriels)

PhD Students Advisor

  • Boonyarit Changaival  Evolutionary clustering of biological knowledge, (2016- )
  • Emmanuel Kieffer, Bi-level optimisation algorithms (2015- )
  • Sune S. Nielsen, Diversity Preserving Genetic Algorithms - Application to the Inverted Folding Problem and Analogous Formulated Benchmarks (with the LCSB) (2011-2016).
  • Agata Grzybek, Community-based vehicular networks for traffic information systems (2011-2015).
  • Mateusz Guzek, Holistic, Autonomic, and Energy-aware Resource Allocation in Cloud Computing (2011-2014).
  • Apostolos Stathakis, Satellite payload reconfiguration optimization (PPP with SES S.A.) (2010-2014).
  • Patricia Ruiz, Efficient communication protocols for ad hoc networks (2009-2013).

Master Students Advisor

  • Abdeslam Bourkane, Study of Satellite Communication Channels and The Effect of the Atmospheric Attenuation (with SES S.A.), 2015.
  • Emmanuel Kieffer, Multi-objective Satellite Payload Optimization (with SES S.A.), 2014.
  • Luke Scott, A method for coordinating unrelated space-time topologies in multi-agent, multi-scale simulations (with the BC3 research centre, Spain), 2013.
  • Alexios Aravanis, Resource Optimization in Multi-Beam Satellites, 2012.

Last updated on: vendredi, 28 juillet 2017

powered by
orbilu.uni.lu

2017

Full Text
See detailASIMUT project: Aid to SItuation Management based on MUltimodal, MUltiUAVs, MUltilevel acquisition Techniques
Bouvry, Pascal; Chaumette, Serge; Danoy, Grégoire; Guerrini, Gilles; Jurquet, Gilles; Kuwertz, Achim; Müller, Wilmuth; Rosalie, Martin; Sander, Jennifer; Segor, Florian

in DroNet'17 Proceedings of the 3rd Workshop on Micro Aerial Vehicle Networks, Systems, and Applications (2017, June 23)

Top of Page

2016

Full Text
See detailUAV Fleet Mobility Model with Multiple Pheromones for Tracking Moving Observation Targets
Atten, Christophe; Chanouf, Loubna; Danoy, Grégoire; Bouvry, Pascal

in 19th European Conference on Applications of Evolutionary Computation (EvoApplications) (2016)

Full Text
See detailUsing Heterogeneous Multilevel Swarms of UAVs and High-Level Data Fusion to Support Situation Management in Surveillance Scenarios
Bouvry, Pascal; Chaumette, Serge; Danoy, Grégoire; Guerrini, Gilles; Jurquet, Gilles; Kuwertz, Achim; Müller, Wilmuth; Rosalie, Martin; Sander, Jennifer

in 2016 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, MFI 2016 (2016, September 19)

Top of Page

2015

Full Text
See detailPower Allocation in Multibeam Satellite Systems: A Two-Stage Multi-Objective Optimization
Aravanis, Alexis; Shankar, Bhavani; Arapoglou, Pantelis-Daniel; Danoy, Grégoire; Cottis, Panayotis G.; Ottersten, Björn

in IEEE Transactions on Wireless Communications (2015)

See detailNIDISC Introduction and Committees
Bouvry, Pascal; Danoy, Grégoire; Seredynski, Franciszek; Talbi, El-Ghazali; Zomaya, Albert Y.

in Parallel and Distributed Processing Symposium Workshop (IPDPSW), 2015 IEEE International 2015-10-27 14:21:42 +0000 2015-10-27 14:21:42 +0000 (2015)

Full Text
See detailConnectivity Stability in Autonomous Multi-level UAV Swarms for Wide Area Monitoring
Danoy, Grégoire; Brust, Matthias R.; Bouvry, Pascal

in Proceedings of the Fifth ACM International Symposium on Development and Analysis of Intelligent Vehicular Networks and Applications (2015)

Full Text
See detailPreference-Based Genetic Algorithm for Solving the Bio-Inspired NK Landscape Benchmark
Ferreira Torres, Christof; Nielsen, Sune Steinbjorn; Danoy, Grégoire; Bouvry, Pascal

in 7th European Symposium on Computational Intelligence and Mathematics (ESCIM) (2015, October)

Full Text
See detailAn NK Landscape Based Model Mimicking the Protein Inverse Folding Problem
Nielsen, Sune Steinbjorn; Danoy, Grégoire; Talbi, El-Ghazali; Bouvry, Pascal

in 27th European Conference on Operational Research (EURO) (2015)

Full Text
See detailOptimizing communication satellites payload configuration with exact approaches
Stathakis, Apostolos; Danoy, Grégoire; Bouvry, Pascal; Talbi, El-Ghazali; Morelli, Gianluigi

in Engineering Optimization (2015), 0(0), 1-26

Top of Page

2014

Full Text
See detailSpecial issue: Energy-efficiency in large distributed computing architectures
Dorronsoro, Bernabé; Danoy, Grégoire; Bouvry, Pascal

in Future Generation Comp. Syst. (2014), 36

See detailEvolutionary Algorithms for Mobile Ad Hoc Networks
Dorronsoro, Bernabé; Ruiz, Patricia; Danoy, Grégoire; Pigné, Yoann; Bouvry, Pascal

Book published by John Wiley & Sons (2014)

Full Text
See detailVisualization and Classification of Protein Secondary Structures using Self-Organizing Maps
Grevisse, Christian; Muller, Ian William; Jimenez Laredo, Juan Luis; Ostaszewski, Marek; Danoy, Grégoire; Bouvry, Pascal

in IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2014) (2014, December)

Full Text
See detailParaMASK: a Multi-Agent System for the Efficient and Dynamic Adaptation of HPC Workloads
Guzek, Mateusz; Besseron, Xavier; Varrette, Sébastien; Danoy, Grégoire; Bouvry, Pascal

in 14th IEEE International Symposium on Signal Processing and Information Technology (ISSPIT 2014) (2014, December)

Full Text
See detailBi-objective Exact Optimization of Satellite Payload Power Configuration
Kieffer, Emmanuel; Stathakis, Apostolos; Danoy, Grégoire; Bouvry, Pascal; Morelli, Gianluigi

in VIII ALIO/EURO Workshop on Applied Combinatorial Optimization (2014, December)

Full Text
See detailMulti-Objective Evolutionary Approach for the Satellite Payload Power Optimization Problem
Kieffer, Emmanuel; Stathakis, Apostolos; Danoy, Grégoire; Bouvry, Pascal; Talbi, El-Ghazali; Morelli, Gianluigi

in IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2014) (2014, December)

Full Text
See detailBi-objective Optimization of Satellite Payload Power Configuration
Kieffer, Emmanuel; Stathakis, Apostolos; Danoy, Grégoire; Talbi, El-Ghazali; Bouvry, Pascal

in International Conference on Metaheuristics and Nature Inspired Computing (META 2014) (2014, October)

Full Text
See detailOptimising small-world properties in VANETs: Centralised and distributed overlay approaches
Schleich, Julien; Danoy, Grégoire; Dorronsoro, Bernabé; Bouvry, Pascal

in Applied Soft Computing (2014), 21(0), 637646

Full Text
See detailOptimising Communication Satellites Payload Configuration with Exact Approaches
Stathakis, Apostolos; Danoy, Grégoire; Bouvry, Pascal; Talbi, El-Ghazali; Morelli, Gianluigi

in Engineering Optimization (2014)

Full Text
See detailHybridisation Schemes for Communication Satellite Payload Configuration Optimisation
Stathakis, Apostolos; Danoy, Grégoire; Talbi, El-Ghazali; Bouvry, Pascal; Morelli, Gianluigi

in 17th European Conference on Applications of Evolutionary Computation (EvoApplications 2014) (2014, April)

Top of Page

2013

Full Text
See detailEditorial: special issue on parallel nature-inspired optimization
Danoy, Grégoire

in Journal of Supercomputing (2013), 63(3), 737-739

Full Text
See detailAchieving super-linear performance in parallel multi-objective evolutionary algorithms by means of cooperative coevolution
Dorronsoro, Bernabé; Danoy, Grégoire; Nebro, Antonio J.; Bouvry, Pascal

in Computers & Operations Research (2013), 40(6), 1552-1563

Full Text
See detailSystem Design and Implementation Decisions for ParaMoise Organizational Model
Guzek, Mateusz; Danoy, Grégoire; Bouvry, Pascal

in Proceedings of the 2013 Federated Conference on Computer Science and Information Systems (2013, September)

Full Text
See detailParaMoise: Increasing Capabilities of Parallel Execution and Reorganization in an Organizational Model
Guzek, Mateusz; Danoy, Grégoire; Bouvry, Pascal

in Ito, Takayuki; Jonker, Catholijn; Gini, Maria; Shehory, Onn (Eds.) Proceedings of the 12th International Conference on Autonomous Agents and Multiagent Systems, AAMAS'13 (2013, May 06)

Full Text
See detailAn Overlay Approach for Optimising Small-World Properties in VANETs
Schleich, Julien; Danoy, Grégoire; Dorronsoro, Bernabé; Bouvry, Pascal

in Proceedings of the 16th European Conference on Applications of Evolutionary Computation (EvoApplications) (2013)

Full Text
See detailUAV fleet area coverage with network connectivity constraint
Schleich, Julien; Panchapakesan, Athithyaa; Danoy, Grégoire; Bouvry, Pascal

in Proceedings of the 11th ACM International Symposium on Mobility Management and Wireless Access (MobiWac'13) (2013)

Full Text
See detailMinimising longest path length in communication satellite payloads via metaheuristics
Stathakis, Apostolos; Danoy, Grégoire; Schleich, Julien; Bouvry, Pascal; Morelli, Gianluigi

in Proceedings of the Genetic and Evolutionary Computation Conference, GECCO '13 (2013)

Full Text
See detailUsing Data-flow analysis in MAS for power-aware HPC runs
Varrette, Sébastien; Danoy, Grégoire; Guzek, Mateusz; Besseron, Xavier; Bouvry, Pascal

in Proc. of the IEEE Intl. Conf. on High Performance Computing and Simulation (HPCS'13) (2013)

Top of Page

2012

Full Text
See detailNew State-of-the-art Results for Cassini2 Global Trajectory Optimization Problem
Danoy, Grégoire; Dorronsoro, Bernabé; Bouvry, Pascal

in Acta Futura : The Journal of the Advanced Concepts Team (2012), 5

Full Text
See detailNovel efficient asynchronous cooperative co-evolutionary multi-objective algorithms
Nielsen, Sune Steinbjorn; Dorronsoro, Bernabé; Danoy, Grégoire; Bouvry, Pascal

in Congress on Evolutionary Computation (CEC) (2012)

Full Text
See detailGeneration of Realistic Mobility for VANETs Using Genetic Algorithms
Seredynski, Marcin; Danoy, Grégoire; Tabatabaei, Masoud; Bouvry, Pascal; Pigné, Yoann

in Proceedings of the IEEE Congress on Evolutionary Computation (2012)

Full Text
See detailOptimising Satellite Payload Reconfiguration: An ILP Approach for Minimising Channel Interruptions
Stathakis, Apostolos; Danoy, Grégoire; Veneziano, Thomas; Schleich, Julien; Bouvry, Pascal

in 2nd ESA Workshop on Advanced Flexible Telecom Payloads (2012)

Top of Page

2011

Full Text
See detailNew State-of-the-art Results for Cassini2 Global Trajectory Optimization Problem
Danoy, Grégoire; Dorronsoro, Bernabé; Bouvry, Pascal

in International Joint Conference on Artificial Intelligence (IJCAI) (2011)

Full Text
See detailMulti-objective Cooperative Coevolutionary Algorithms for Robust Scheduling
Danoy, Grégoire; Dorronsoro, Bernabé; Bouvry, Pascal

in EVOLVE - A bridge between Probability, Set Oriented Numerics and Evolutionary Computation (2011)

Full Text
See detailEnergy-Aware Fast Scheduling Heuristics in Heterogeneous Computing Systems
Diaz, Cesar; Guzek, Mateusz; Pecero, Johnatan; Danoy, Grégoire; Bouvry, Pascal; Khan, Samee U.

in High Performance Computing and Simulation (HPCS), 2011 International Conference on (2011)

See detailMulti-objective Cooperative Coevolutionary Evolutionary Algorithms for Continuous and Combinatorial Optimization
Dorronsoro, Bernabé; Danoy, Grégoire; Bouvry, Pascal; Nebro, Antonio J.

in Intelligent Decision Systems in Large-Scale Distributed Environments (2011)

See detailEfficient Hierarchical Task Scheduling on GRIDS Accounting for Computation and Communications
Pecero, Johnatan; Pinel, Frédéric; Dorronsoro, Bernabé; Danoy, Grégoire; Bouvry, Pascal; Zomaya, Albert

in Bouvry, Pascal; González-Vélez, Horacio; Kolodziej, Joanna (Eds.) Intelligent Decision Systems in Large-Scale Distributed Environments, 362 (2011)

Full Text
See detailSensitivity analysis for a realistic vehicular mobility model
Pign�, Yoann; Danoy, Grégoire; Bouvry, Pascal

in DIVANet'11 -International conference on Communication technologies for vehicles (2011)

Full Text
See detailA Vehicular Mobility Model based on Real Traffic Counting Data
Pign�, Yoann; Danoy, Grégoire; Bouvry, Pascal

in 3rd International Workshop on Communication Technologies for Vehicles (2011)

Full Text
See detailEvolutionary Algorithm Parameter Tuning with Sensitivity Analysis
Pinel, Frédéric; Danoy, Grégoire; Bouvry, Pascal

in Security and Intelligent Information Systems (2011)

See detailEnergy-Efficient Computing using Agent-Based Multi-Objective Dynamic Optimization
Tantar, Alexandru-Adrian; Danoy, Grégoire; Bouvry, Pascal; Khan, Samee

in J. H. Kim and M. J. Lee (Ed.) Green IT: Technologies and Applications (2011)

Top of Page

2010

Full Text
See detailA Multi-Agent Organizational Framework for Coevolutionary Optimization
Danoy, Grégoire; Bouvry, Pascal; Boissier, Olivier

in Lecture Notes in Computer Science (2010), 4

Full Text
See detailHybrid Cellular Genetic Algorithm for Global Trajectory Optimization Problem
Danoy, Grégoire; Gaspar Pinto, Frederico; Dorronsoro, Bernabé; Bouvry, Pascal

in International Conference on Metaheuristics and Nature Inspired Computing (2010)

Full Text
See detailOn quantifying the quality of CDS-based virtual backbones in mobile ad hoc networks
Schleich, Julien; Danoy, Grégoire; Bouvry, Pascal; Le Thi, Hoai An

in ACM International Symposium on Mobility Management and Wireless Access (2010)

Top of Page

2009

Full Text
See detailA Multi-Agent Organizational Model for Coevolutionary Optimization
Danoy, Grégoire; Bouvry, Pascal; Boissier, Olivier

in ANNIE '09: Proceedings of the 19th international conference on Articial Neural Networks In Engineering (to appear) (2009)

Full Text
See detailOvercoming partitioning in large ad hoc networks using genetic algorithms
Danoy, Grégoire; Dorronsoro, Bernabé; Bouvry, Pascal

in GECCO '09: Proceedings of the 11th Annual conference on Genetic and evolutionary computation (2009)

Full Text
See detailMulti-objective Optimization for Information Sharing in Vehicular Ad Hoc Networks
Danoy, Grégoire; Dorronsoro, Bernabé; Bouvry, Pascal; Franck, Zimmer

in IAIT '09: Proceedings of the 3rd International Conference on Advances in Information Technology (2009)

Full Text
See detailTowards Connectivity Improvement in VANETs using Bypass Links
Dorronsoro, Bernabé; Ruiz, Patricia; Danoy, Grégoire; Bouvry, Pascal; Tardon, Lorenzo

in Abstract book of 2009 IEEE Congress on Evolutionary Computation (2009)

Full Text
See detailBlackbone2, an Efficient Deterministic Algorithm for creating 2-Connected m-dominating Set-based Backbones in Ad Hoc Networks
Schleich, Julien; Danoy, Grégoire; Bouvry, Pascal; Le Thi Hoai, An

in MOBIWAC - International Symposium on Mobility Management and Wireless Access (2009)

Top of Page

2008

See detailOptimal Interconnection of Ad Hoc Injection Networks
Danoy, Grégoire; Alba, Enrique; Bouvry, Pascal

in Journal of Interconnection Networks (2008), 9(3), 277297

See detailA Context-Aware Broadcast Protocol for Mobile Wireless Networks
Hogie, Luc; Danoy, Grégoire; Bouvry, Pascal; Guinand, Frédéric

in Second International Conference on Modelling, Computation and Optimization in Information Systems and Management Sciences (MCO 2008) (2008)

Top of Page

2007

See detailDistributed Coevolutionary Genetic Algorithm for Optimal Design of Ad Hoc Injection Networks
Danoy, Grégoire; Bouvry, Pascal; Alba, Enrique

in The 21st European Conference on Modeling and Simulation (ECMS 2007) (2007)

See detailCoevolutionary Genetic Algorithms for Ad Hoc Injection Networks Design Optimization
Danoy, Grégoire; Bouvry, Pascal; Hogie, Luc

in Congress on Evolutionary Computation (CEC) (2007)

Top of Page

2006

See detailhLCGA: A Hybrid Competitive Coevolutionary Genetic Algorithm
Danoy, Grégoire; Bouvry, Pascal; Martins, Tomy

in HIS'06: Proceedings of the 6th international conference on Hybrid Intelligent Systems (2006)

See detailEvaluations of Strategies for Co-Evolutionary Genetic Algorithms: dLCGA Case Study
Danoy, Grégoire; Bouvry, Pascal; Seredynski, Franciszek

in ANNIE 2006: Proceedings of the 16th international conference on Artificial Neural Networks In Engineering (2006)

See detailSimulating Realistic Mobility Models for Large Heterogeneous MANETs
Hogie, Luc; Bouvry, Pascal; Guinand, Frédéric; Danoy, Grégoire; Alba, Enrique

in 9th ACM/IEEE International Symposium on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWIM'06) (2006)

Top of Page

2005

See detailUn framework multi-agent pour algorithmes génétiques coévolutionnaires distribués
Danoy, Grégoire; Bouvry, Pascal; Boissier, Olivier

in Proceedings of the ROADEF (2005)

See detailDafo, a multi-agent framework for decomposable functions optimization
Danoy, Grégoire; Bouvry, Pascal; Boissier, Olivier

in 9th International Conference on Knowledge-Based Intelligent Information and Engineering Systems (KES 2005) (2005)

Top of Page

2004

See detailAgent-Based Optimization of Business Functions Using Coevolutionary Algorithms
Danoy, Grégoire; Bouvry, Pascal; Seredynski, Franciszek

in Proceedings of the International Conference on Information and Knowledge Engineering (2004)

Top of Page