Dr. Grégoire Danoy
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| Fakultät oder Zentrum | Fakultät für Naturwissenschaften, Technologie und Medizin | ||||||||
| Department | Fachbereich Informatik | ||||||||
| Postadresse |
Université du Luxembourg Maison du Nombre 6, Avenue de la Fonte L-4364 Esch-sur-Alzette |
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| Büroadresse | MNO, E02 0225-050 | ||||||||
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| Telefon | (+352) 46 66 44 5306 | ||||||||
| Gesprochene Sprachen | English, French | ||||||||
Dr. Grégoire Danoy is is a Research Scientist at the University of Luxembourg (UL) and Deputy-Head of the Parallel Computing and Optimisation Group (PCOG).
His current research interests include artificial intelligence techniques applied to unmanned autonomous systems (e.g., drones), satellite communications, vehicular networks, bioinformatics, high-performance and cloud computing.
Education
- PhD Supervision Right, University of Luxembourg, Luxembourg.
- Autorisation à Diriger les Recherches (ADR) - Registered supervisor in the Doctoral School in Science and Engineering, 2019.
- 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: Organisational 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.
Research Projects
- FNR CORE, ADARS - Automating the Design of Autonomous Robot Swarms, Role: PI (2021-2024)
- UL/ILNAS, Second Research Programme (2021 - 2024)
- US Navy (ONRG), HUNTED, Heterogeneous multi-swarms of UNmanned auTonomous systEms for mission Deployment, Role: co-PI (2018-2021)
- UL/ILNAS, Digital Trust for Smart ICT (2017 - 2021)
- EDA ICET2, ASIMUT - Aid to SItuation Management based on MUtlmodal, MultiUAVs, Multi-level acquisition Techniques (2015 - 2017)
- FNR INTER, POLLUX, IShop - Internet Shopping Optimisation (2014 - 2017)
- FNR/CNRS,Green@Cloud (2012-2016)
- UL, Evoperf - Evolutionary Algorithms with Performance guarantee (2011-2015)
- FNR/CORE, GreenIT (2010-2012)
- EUREKA/CELTIC, WiSafeCar - Wireless traffic Safety network between Cars (2009-2012)
- FNR-CORE, TITAN - Trust-assurance for critical infrastructures in multi-agents environments (2009-2010)
- UL, Evo-Business - Evolutionary computing for Business application (2004-2007)
Technology Transfer Projects
- FNR Proof of Concept (PoC), SIMMS, Swarm Intelligent Mission systeMS (2019-2021), Role: PI
- FNR Pathfinder, AURORA, Unpredictable UAV Swarms for Surveillance (2018), Role: PI
Teaching
- BICS Semester Project (2017, 2020)
- Smart Cities, Smart ICT Certificate, ILNAS/University of Luxembourg, 2016, 2018.
- 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
- 2022 - ICAART: Best Student Paper Nomination.
- 2018 - US Navy (Office of Naval Research Global - ONRG).
- 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 Student Supervisor
- Maria Hartmann - (2022 - ) with the ILNAS.
- Florian Felten, Multi-objective hyper-heuristics - (2021 - ).
- Gabriel Duflo, Automated design of drone swarming algorithms - (2019 - ).
- Nader Samir, A Distributed Unmanned Aerial Vehicles Traffic Management System - (2017 - 2021) with the ILNAS.
PhD Students Advisor
- Hedieh Haddad, Advanced Building Information Modelling (2022 - ), with the ILNAS.
- Guillaume Helbecque, Cooperative parallel combinatorial optimisation for large scale supercomputers (2021 - ).
- Manuel Combarro Simon, Trustworthy ICT, (2021 - ), with the ILNAS.
- Ayman Makki, Optimisation of giant deep neural networks (2020 - ).
- Antonio Fiscarelli, Digital History and Hermeneutics (2016 - 2021).
- Boonyarit Changaival, Evolutionary clustering of biological knowledge, (2016- 2019).
- Emmanuel Kieffer, Bi-level optimisation algorithms (2015- 2019).
- 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 optimisation (PPP with SES S.A.) (2010-2014).
- Patricia Ruiz, Efficient communication protocols for ad hoc networks (2009-2013).
Master Students Advisor
- 2022 - Mathis Lamiroy, ENS Lyon, France - Distributed Machine learning for swarms of autonomous systems.
- 2020 - Raphaël Duflo, Normandy University, France - Development of an Android Ground Control Station interface for UAV swarms.
- 2018 - Matthieu Vuillez, Univerity of Lorraine, France - Evolutionary Game theory for UAV swarming.
- 2018 - Gabriel Duflo, Normandy INSA Rouen, France - Hyper-heuristics for the automatic generation of UAV swarming behaviors.
- 2015 - Abdeslam Bourkane, Study of Satellite Communication Channels and The Effect of the Atmospheric Attenuation (with SES S.A.).
- 2014 - Emmanuel Kieffer, Multi-objective Satellite Payload Optimisation (with SES S.A.).
- 2013 - Luke Scott, A method for coordinating unrelated space-time topologies in multi-agent, multi-scale simulations (with the BC3 research centre, Spain).
- 2012 - Alexios Aravanis, Resource Optimisation in Multi-Beam Satellites.
Participation to PhD Boards
- 2022 - Christian Cintrano, University of Malaga, Spain - Jury Member.
- 2022 - Saharnaz Dilmaghani, University of Luxembourg - Jury Member.
- 2021 - Antonio Fiscarelli, University of Luxembourg - Jury Member.
- 2019 - Boonyarit Changaival, University of Luxembourg - Jury Member.
- 2019 - Emmanuel Kieffer, University of Luxembourg - Jury Member.
- 2017 - Esteban López Camacho, University of Malaga, Spain - Reviewer.
- 2017 - Santiago Iturriaga, Universidad de La Republica, Uruguay - Reviewer.
- 2017 - Jean-Thomas Camino, LAAS, Toulouse, France - Jury Member.
- 2017 - Anh Quan Nguyen, University of Luxembourg - Jury Member.
- 2016 - Sune S. Nielsen, University of Luxembourg - Jury Member.
- 2015 - Juan Jose Palacios Alonso, University of Oviedo, Spain - Jury Member.
- 2015 - Agata Grzybek, University of Luxembourg - Jury Member.
- 2014 - Mateusz Guzek, University of Luxembourg - Jury Member.
- 2014 - Apostolos Stathakis, University of Luxembourg - Jury Member.
- 2013 - Patricia Ruiz, University of Luxembourg - Jury Member.
- 2010 - Apivadee Piyatumrong, University of Luxembourg - Jury Member.
Participation to the Community
- Reviewer for International Projects: CHIST-ERA (EU), National Science Center (Poland), Czech Science Foundation (Czech), STIC-AmSud (France / South America), Cyprus Research and Innovation Foundation (Cyprus).
- General Chair: IEEE PDCO’17, IEEE PDCO'18, IEEE PDCO'19, IEEE PDCO'20, IEEE PDCO'21, IEEE PDCO'22
- Program Committee Chair: BNAIC’10, VTP’12, IEEE NIDISC’14, IEEE NIDISC’15, IEEE CLOUDCOM’16, OLA'19, GCAI'20, META'21
- Track chair: 3PGCIC’11, IEEE CLOUDCOM’17, ACIIDS'21
- Conference Organising Chair: BNAIC’10, IEEE Cloudnet’14
- Session/Workshop Chair: AISTA ’04, META ’08, META ’10, GreenGEC’12, PaCOS'20
- Reviewer for the following journals: Robotics and Autonomous Systems (Elsevier), Transactions on Vehicular Technology (IEEE), Vehicular Communications (Elsevier), Swarm and Evolutionary Computation (Elsevier), Computers & Industrial Engineering (Elsevier), Journal of Network and Computer Applications (Elsevier), Future Generation Computer Systems Journal (Elsevier), Applied Soft Computing (Elsevier), Information Sciences (Elsevier), Cloud Computing (IEEE), Journal of Supercomputing (Springer), Transactions on Industrial Informatics (IEEE), Transactions on SustainableComputing (IEEE), Transactions on Services Computing (IEEE), Access (IEEE).
- Member of the International Technical Program Committee: MENS ’09, MENS’10, IWSN’10, IHM’10, GreenCom’10, WPS’10, ICUMT’10, SCALSOL’11, ICUMT’11, IWSN’11, BNAIC’11, EVOLVE’11 BNAIC’12, SCALSOL’12 ICUMT’13, ICCVE 2013, MENS’13, GreenCom’13, BNAIC’13, HPCC’13 ICUMT’14, CLOUDNET’14, ICCVE’14, IC3’14, RABAN’ 14, ACySe’14, BNAIC’14, CARLA’14, HPCC’14, ICA3PP’14, IES’14, PICom’14 ICUMT’15, ICCVE’15, ACySe’15, BNAIC’15, CLOUDTECH’15, FCST 2015, IAIT’15, ICA3PP’15, IES’15, CEC’15, PICom’15, ICUMT’16, CCGRID 2016, CloudTech’16, ICA3PP’16, PICom’16, CEC’16, GECCO’16, ICCVE’16, CloudTech’17, FCST’17, PICom’17, CEC’17, GECCO’17, CPSCom’17, UCER’17, OLA'18, BIOMA'18, GECCO'18, CEC'18, ICAI’18, WCNC’19, GECCO’19, CEC’19, AAMAS’19, VEHITS’20, GECCO’20, EVOSTAR’20, CEC’20, GECCO’21, EVOSTAR’21, CEC’21, ICCCI'21, GECCO’22, EVOSTAR’22, CEC’22
- Member of the COST Action IC0702 (Combining Soft Computing Techniques and Statistical Methods to Improve Data Analysis Solutions), 2008-2012.
Last updated on: Montag, den 30. Mai 2022
2022
MO-Gym: A Library of Multi-Objective Reinforcement Learning Environments; ; ; ; ; ;
Scientific Conference (2022, November)
From communities to protein complexes: A local community detection algorithm on PPI networks; ; ; ; ;
in PLoS ONE (2022), 17(1), 1-17
A Framework of Hyper-Heuristics based on Q-Learning; ; ;
in International Conference in Optimization and Learning (OLA2022) (2022)
MORL/D: Multi-Objective Reinforcement Learning based on Decomposition; ;
in International Conference in Optimization and Learning (OLA2022) (2022)
A RNN-Based Hyper-Heuristic for Combinatorial Problems; ; ; ;
in A RNN-Based Hyper-Heuristic for Combinatorial Problems (2022)
An Evolutionary Algorithm to Optimise a Distributed UAV Swarm Formation System;
in Applied Sciences (2022), 12(20),
Optimising Autonomous Robot Swarm Parameters for Stable Formation Design;
in Proceedings of the Genetic and Evolutionary Computation Conference (2022, July 08)
2021
A Q-Learning Based Hyper-Heuristic for Generating Efficient UAV Swarming Behaviours; ; ;
in Intelligent Information and Database Systems - 13th Asian Conference ACIIDS 2021, Phuket, Thailand, April 7-10, 2021, Proceedings (2021)
Community Detection in Complex Networks: A Survey on Local Approaches; ; ;
Scientific Conference (2021)
Interplay between success and patterns of human collaboration: case study of a Thai Research Institute; ; ; ; ;
in Scientific Reports (2021)
A Distributed Pareto-based Path Planning Algorithm for Autonomous Unmanned Aerial Vehicles (Extended Abstract); ; ;
Scientific Conference (2021, January 07)
CONSOLE: intruder detection using a UAV swarm and security rings; ; ;
in Swarm Intelligence (2021), 15(3), 205--235
A competitive Predator–Prey approach to enhance surveillance by UAV swarms; ; ;
in Applied Soft Computing (2021), 111
Improving Pheromone Communication for UAV Swarm Mobility Management; ; ;
in 13th International Conference on Computational Collective Intelligence (ICCCI 2021) (2021)
Optimising pheromone communication in a UAV swarm; ; ;
in GECCO '21: Genetic and Evolutionary Computation Conference, Companion Volume, Lille, France, July 10-14, 2021 (2021)
Improving Pheromone Communication for UAV Swarm Mobility Management; ; ;
in ICCCI 2021: Computational Collective Intelligence (2021, July 30)
UAV-UGV-UMV Multi-Swarms for Cooperative Surveillance; ; ;
in Frontiers in Robotics and AI (2021), 8
2020
Design Challenges of Trustworthy Artificial Intelligence Learning Systems; ; ;
in Intelligent Information and Database Systems - 12th Asian Conference ACIIDS 2020, Phuket, Thailand, March 23-26, 2020, Companion Proceedings (2020)
NGAP: a novel hybrid metaheuristic algorithm for round-trip carsharing fleet planning; ; ; ; ; ; ;
in GECCO '20: Genetic and Evolutionary Computation Conference, Companion Volume, Cancún, Mexico, July 8-12, 2020 (2020)
IEEE Workshop on Parallel / Distributed Combinatorics and Optimization (PDCO 2020); ; ; ; ;
in 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2020, New Orleans, LA, USA, May 18-22, 2020 (2020)
Proceedings of the 6th Global Conference on Artificial Intelligence (GCAI 2020); ;
in 6th Global Conference on Artificial Intelligence (2020, May)
Automating the Design of Efficient Distributed Behaviours for a Swarm of UAVs; ; ;
in IEEE Symposium Series on Computational Intelligence, Canberra 1-4 December 2020 (2020, December)
Automated design of efficient swarming behaviours: a Q-learning hyper-heuristic approach; ; ;
in GECCO '20: Genetic and Evolutionary Computation Conference, Companion Volume, Cancún, Mexico, July 8-12, 2020 (2020)
Local Community Detection Algorithm with Self-defining Source Nodes; ; ;
in Complex Networks & Their Applications IX (2020, September 01)
Privacy and Security of Big Data in AI Systems:A Research and Standards Perspective; ; ; ; ;
in 2019 IEEE International Conference on Big Data (Big Data), 9-12 December 2019 (2020, February 24)
Innovation Networks from Inter-organizational Research Collaborations; ; ; ;
in Heuristics for Optimization and Learning (2020)
Autonomous Flight of Unmanned Aerial Vehicles Using Evolutionary Algorithms; ; ; ; ; ; ; ; ;
in High Performance Computing (2020)
Tackling Large-Scale and Combinatorial Bi-Level Problems With a Genetic Programming Hyper-Heuristic; ; ; ;
in IEEE Transactions on Evolutionary Computation (2020), 24(1), 44--56
Bayesian optimisation to select Rössler system parameters used in Chaotic Ant Colony Optimisation for Coverage; ; ; ;
in Journal of Computational Science (2020), 41
Emerging Inter-Swarm Collaboration for Surveillance Using Pheromones and Evolutionary Techniques; ; ;
in Sensors (2020), 20(9), 2566
A Cooperative Coevolutionary Approach to Maximise Surveillance Coverage of UAV Swarms; ; ;
in IEEE 17th Annual Consumer Communications & Networking Conference CCNC 2020, Las Vegas, NV, USA, January 10-13, 2020 (2020)
Competitive Evolution of a UAV Swarm for Improving Intruder Detection Rates; ; ;
in 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2020, New Orleans, LA, USA, May 18-22, 2020 (2020)
Optimizing the Performance of an Unpredictable UAV Swarm for Intruder Detection; ; ;
in Optimization and Learning - Third International Conference, OLA 2020, Cádiz, Spain, February 17-19, 2020, Proceedings (2020)
2019
Toward Real-world Vehicle Placement Optimization in Round-trip Carsharing; ; ; ; ; ; ;
in Proceedings of the Genetic and Evolutionary Computation Conference (2019)
A GP Hyper-Heuristic Approach for Generating TSP Heuristics; ; ; ;
in 33rd IEEE International Parallel & Distributed Processing Symposium (IPDPS 2019) (2019, May 20)
GP hyper-heuristic for the travelling salesman problem; ; ;
Scientific Conference (2019, January 29)
Link Definition ameliorating Community Detection in Collaboration Networks; ; ; ;
in Frontiers in Big Data (2019), 2
A Memory-Based Label Propagation Algorithm for Community Detection; ; ;
in Complex Networks and Their Applications VII (2019)
Tackling Large-Scale and Combinatorial Bi-level Problems with a Genetic Programming Hyper-heuristic; ; ;
in IEEE Transactions on Evolutionary Computation (2019)
Cloud Brokering with Bundles: Multi-objective Optimization of Services Selection; ; ; ; ; ;
in Foundations of Computing and Decision Sciences (2019)
Trustworthiness in IoT - A Standards Gap Analysis on Security, Data Protection and Privacy; ; ;
in Samir Labib, Nader; Brust, Matthias R.; Danoy, Grégoire; Bouvry, Pascal (Eds.) Trustworthiness in IoT - A Standards Gap Analysis on Security, Data Protection and Privacy (2019, October)
Technical report on data protection and privacy in smart ICT: Internet of Things: Gap analysis between scientific research and technical standardisation: Gap analysis Internet of Things; ; ;
in Technical report on data protection and privacy in smart ICT (2019), 1
Internet of Unmanned Aerial Vehicles—A Multilayer Low-Altitude Airspace Model for Distributed UAV Traffic Management; ; ; ;
in Sensors (2019), 19(21), 22
A Multilayer Low-Altitude Airspace Model for UAV Traffic Management; ; ; ;
in Samir Labib, Nader; Danoy, Grégoire; Musial, Jedrzej; Brust, Matthias R.; Bouvry, Pascal (Eds.) 9th ACM Symposium on Design and Analysis of Intelligent Vehicular Networks and Applications (DIVANet '19) (2019, November)
Automatic Software Tuning of Parallel Programs for Energy-Aware Executions; ; ; ;
in Proc. of 13th Intl. Conf. on Parallel Processing and Applied Mathematics (PPAM 2019) (2019, December)
2018
Single and Multiobjective Evolutionary Algorithms for Clustering Biomedical Information with Unknown Number of Clusters; ; ; ; ; ;
in Bioinspired Optimization Methods and Their Applications (2018)
Introduction to PDCO 2018; ; ;
in 2018 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPS Workshops 2018, Vancouver, BC, Canada, May 21-25 2018 (2018)
Collision Avoidance Effects on the Mobility of a UAV Swarm Using Chaotic Ant Colony with Model Predictive Control; ; ; ; ; ;
in Journal of Intelligent and Robotic Systems (2018)
A Memory-Based Label Propagation Algorithm for Community Detection; ; ;
in Aiello, Luca Maria; Cherifi, Chantal; Cherifi, Hocine; Lambiotte, Renaud; Pietro, Liò; Rocha, Luis M. (Eds.) Complex Networks and Their Applications VII (2018, December 02)
A Competitive Approach for Bi-Level Co-Evolution; ; ;
in 2018 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) (2018, May 25)
Bayesian optimization to enhance coverage performance of a swarm of UAV with chaotic dynamics; ; ;
Scientific Conference (2018, February 26)
RapidRMSD: Rapid determination of RMSDs corresponding to motions of flexible molecules; ; ; ; ; ; ;
in Bioinformatics (2018)
Visualizing the Template of a Chaotic Attractor; ; ; ; ; ;
in 26th International Symposium on Graph Drawing and Network Visualization (GD 2018) (2018)
Chaos-enhanced mobility models for multilevel swarms of UAVs; ; ;
in Swarm and Evolutionary Computation (2018)
2017
A Scalable Parallel Cooperative Coevolutionary PSO Algorithm for Multi-objective Optimization; ; ;
in Journal of Parallel and Distributed Computing (2017)
ASIMUT project: Aid to SItuation Management based on MUltimodal, MUltiUAVs, MUltilevel acquisition Techniques; ; ; ; ; ; ; ; ;
in DroNet'17 Proceedings of the 3rd Workshop on Micro Aerial Vehicle Networks, Systems, and Applications (2017, June 23)
Defending Against Intrusion of Malicious UAVs with Networked UAV Defense Swarms; ; ; ; ;
in 42nd IEEE Conference on Local Computer Networks (2017)
Target Tracking Optimization of UAV Swarms Based on Dual-Pheromone Clustering; ; ; ; ;
in CYBCONF 2017-12-13 09:39:53 +0000 2017-12-13 09:39:53 +0000 (2017)
Chaotic Traversal (CHAT): Very Large Graphs Traversal Using Chaotic Dynamics; ; ; ;
in International Journal of Bifurcation and Chaos (2017), 27(14), 1750215
A new modeling approach for the biobjective exact optimization of satellite payload configuration; ; ;
in International Transactions in Operational Research (2017)
Bayesian Optimization Approach of General Bi-level Problems; ; ;
in Proceedings of the Genetic and Evolutionary Computation Conference Companion (2017)
Coverage optimization with connectivity preservation for UAV swarms applying chaotic dynamics; ; ; ;
in IEEE International Conference on Autonomic Computing (ICAC), Columbus 17-21 July 2017 (2017, August 11)
Impact du mécanisme chaotique sur l’optimisation d’un modèle de mobilité pour un essaim de drones devant réaliser une couverture de zone; ; ;
in Falcon, Eric; Lefranc, Marc; Pétrélis, François; Pham, Chi-Tuong (Eds.) Comptes-rendus de la 20e Rencontre du Non Linéaire (2017, March)
Area exploration with a swarm of UAVs combining deterministic Chaotic Ant Colony Mobility with position MPC; ; ; ; ; ;
in 2017 International Conference on Unmanned Aircraft Systems (ICUAS) (2017, July 27)
2016
A Parallel Cooperative Coevolutionary SMPSO Algorithm for Multi-objective Optimization; ; ;
in IEEE International Conference on High Performance Computing Simulation (HPCS) (2016, July)
UAV Fleet Mobility Model with Multiple Pheromones for Tracking Moving Observation Targets; ; ;
in 19th European Conference on Applications of Evolutionary Computation (EvoApplications) (2016)
Using Heterogeneous Multilevel Swarms of UAVs and High-Level Data Fusion to Support Situation Management in Surveillance Scenarios; ; ; ; ; ; ; ;
in 2016 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, MFI 2016 (2016, September 19)
Metaheuristic Based Clustering Algorithms for Biological Hypergraphs; ; ; ;
in Proceedings of META’2016, 6th International Conference on Metaheuristics and Nature Inspired computing (2016, October 27)
Co-evolutionary approach based on constraint decomposition; ; ;
in Co-evolutionary approach based on constraint decomposition (2016, October)
Hybrid mobility model with pheromones for UAV detection task; ; ;
in Hybrid mobility model with pheromones for UAV detection task (2016)
A Novel Co-evolutionary Approach for Constrained Genetic Algorithms; ; ; ;
in Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion (2016)
Tackling the IFP Problem with the Preference-Based Genetic Algorithm; ; ;
in Proceedings of the Genetic and Evolutionary Computation Conference 2016 (2016)
UAV Multilevel Swarms for Situation Management; ; ;
in Proceedings of the 2Nd Workshop on Micro Aerial Vehicle Networks, Systems, and Applications for Civilian Use (2016)
From Random Process to Chaotic Behavior in Swarms of UAVs; ; ;
in DIVANet '16 Proceedings of the 6th ACM Symposium on Development and Analysis of Intelligent Vehicular Networks and Applications (2016, November)
Proceedings of the 8th IEEE International Conference on Cloud Computing Technology and Science (ClouCom 2016); ; ; ;
Book published by IEEE Computer Society (2016)
2015
Power Allocation in Multibeam Satellite Systems: A Two-Stage Multi-Objective Optimization; ; ; ; ;
in IEEE Transactions on Wireless Communications (2015)
NIDISC Introduction and Committees; ; ; ;
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)
Connectivity Stability in Autonomous Multi-level UAV Swarms for Wide Area Monitoring; ;
in Proceedings of the Fifth ACM International Symposium on Development and Analysis of Intelligent Vehicular Networks and Applications (2015)
Preference-Based Genetic Algorithm for Solving the Bio-Inspired NK Landscape Benchmark; ; ;
in 7th European Symposium on Computational Intelligence and Mathematics (ESCIM) (2015, October)
Mitigating flash crowd effect using connected vehicle technology; ; ;
in Vehicular Communications (2015), 2(4),
NK Landscape Instances Mimicking the Protein Inverse Folding Problem Towards Future Benchmarks; ; ;
in GECCO Companion '15 Proceedings of the Companion Publication of the 2015 Annual Conference on Genetic and Evolutionary Computation (2015)
A Novel Multi-objectivisation Approach for Optimising the Protein Inverse Folding Problem; ; ; ; ; ;
in Applications of Evolutionary Computation: 18th European Conference, EvoApplications 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings (2015)
An NK Landscape Based Model Mimicking the Protein Inverse Folding Problem; ; ;
in 27th European Conference on Operational Research (EURO) (2015)
Optimizing communication satellites payload configuration with exact approaches; ; ; ;
in Engineering Optimization (2015), 0(0), 1-26
2014
Special issue: Energy-efficiency in large distributed computing architectures; ;
in Future Generation Comp. Syst. (2014), 36
Evolutionary Algorithms for Mobile Ad Hoc Networks; ; ; ;
Book published by John Wiley & Sons (2014)
Visualization and Classification of Protein Secondary Structures using Self-Organizing Maps; ; ; ; ;
in IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2014) (2014, December)
ParaMASK: a Multi-Agent System for the Efficient and Dynamic Adaptation of HPC Workloads; ; ; ;
in 14th IEEE International Symposium on Signal Processing and Information Technology (ISSPIT 2014) (2014, December)
Cooperative Selection: Improving Tournament Selection via Altruism; ; ; ;
in The 14th European Conference on Evolutionary Computation in Combinatorial Optimisation (2014)
Bi-objective Exact Optimization of Satellite Payload Power Configuration; ; ; ;
in VIII ALIO/EURO Workshop on Applied Combinatorial Optimization (2014, December)
Multi-Objective Evolutionary Approach for the Satellite Payload Power Optimization Problem; ; ; ; ;
in IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2014) (2014, December)
Bi-objective Optimization of Satellite Payload Power Configuration; ; ; ;
in International Conference on Metaheuristics and Nature Inspired Computing (META 2014) (2014, October)
Evolutionary Multi-Objective Optimisation with Quantile Constraint for the Protein Structure Similarity Problem; ; ; ; ; ;
Scientific Conference (2014)
Evolutionary multi objective optimisation with diversity as objective for the protein structure similarity problem; ; ; ; ; ;
Scientific Conference (2014)
Optimising small-world properties in VANETs: Centralised and distributed overlay approaches; ; ;
in Applied Soft Computing (2014), 21(0), 637646
Optimising Communication Satellites Payload Configuration with Exact Approaches; ; ; ;
in Engineering Optimization (2014)
Hybridisation Schemes for Communication Satellite Payload Configuration Optimisation; ; ; ;
in 17th European Conference on Applications of Evolutionary Computation (EvoApplications 2014) (2014, April)
2013
Editorial: special issue on parallel nature-inspired optimizationin Journal of Supercomputing (2013), 63(3), 737-739
Achieving super-linear performance in parallel multi-objective evolutionary algorithms by means of cooperative coevolution; ; ;
in Computers and Operations Research (2013), 40(6), 1552-1563
System Design and Implementation Decisions for ParaMoise Organizational Model; ;
in Proceedings of the 2013 Federated Conference on Computer Science and Information Systems (2013, September)
ParaMoise: Increasing Capabilities of Parallel Execution and Reorganization in an Organizational Model; ;
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)
Vehicular mobility model optimization using cooperative coevolutionary genetic algorithms; ;
in Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '13) (2013)
An Overlay Approach for Optimising Small-World Properties in VANETs; ; ;
in Proceedings of the 16th European Conference on Applications of Evolutionary Computation (EvoApplications) (2013)
UAV fleet area coverage with network connectivity constraint; ; ;
in Proceedings of the 11th ACM International Symposium on Mobility Management and Wireless Access (MobiWac'13) (2013)
Minimising longest path length in communication satellite payloads via metaheuristics; ; ; ;
in Proceedings of the Genetic and Evolutionary Computation Conference, GECCO '13 (2013)
Using Data-flow analysis in MAS for power-aware HPC runs; ; ; ;
in Proc. of the IEEE Intl. Conf. on High Performance Computing and Simulation (HPCS'13) (2013)
2012
Power allocation in Multibeam satellites - A hybrid-Genetic Algorithm approach; ; ; ; ;
in ESA Workshop on Advanced Flexible Telecom Payloads (2012)
Multi-objective Optimization Approach to Power Allocation in Multibeam Systems; ; ; ; ;
in Proceedings of 30th AIAA International Communications Satellite Systems Conference (ICSSC), (2012)
New State-of-the-art Results for Cassini2 Global Trajectory Optimization Problem; ;
in Acta Futura : The Journal of the Advanced Concepts Team (2012), 5
Novel efficient asynchronous cooperative co-evolutionary multi-objective algorithms; ; ;
in Congress on Evolutionary Computation (CEC) (2012)
Generation of Realistic Mobility for VANETs Using Genetic Algorithms; ; ; ;
in Proceedings of the IEEE Congress on Evolutionary Computation (2012)
Satellite Payload Reconfiguration Optimisation: An ILP Model; ; ;
in Proceedings of the 4th Asian Conference on Intelligent Information and Database Systems (ACIIDS'12) (2012)
Optimising Satellite Payload Reconfiguration: An ILP Approach for Minimising Channel Interruptions; ; ; ;
in 2nd ESA Workshop on Advanced Flexible Telecom Payloads (2012)
2011
New State-of-the-art Results for Cassini2 Global Trajectory Optimization Problem; ;
in International Joint Conference on Artificial Intelligence (IJCAI) (2011)
Multi-objective Cooperative Coevolutionary Algorithms for Robust Scheduling; ;
in EVOLVE - A bridge between Probability, Set Oriented Numerics and Evolutionary Computation (2011)
Energy-Aware Fast Scheduling Heuristics in Heterogeneous Computing Systems; ; ; ; ;
in High Performance Computing and Simulation (HPCS), 2011 International Conference on (2011)
Multi-objective Cooperative Coevolutionary Evolutionary Algorithms for Continuous and Combinatorial Optimization; ; ;
in Intelligent Decision Systems in Large-Scale Distributed Environments (2011)
Efficient Hierarchical Task Scheduling on GRIDS Accounting for Computation and Communications; ; ; ; ;
in Bouvry, Pascal; González-Vélez, Horacio; Kolodziej, Joanna (Eds.) Intelligent Decision Systems in Large-Scale Distributed Environments, 362 (2011)
Sensitivity analysis for a realistic vehicular mobility model; ;
in DIVANet'11 -International conference on Communication technologies for vehicles (2011)
A Vehicular Mobility Model based on Real Traffic Counting Data; ;
in 3rd International Workshop on Communication Technologies for Vehicles (2011)
Evolutionary Algorithm Parameter Tuning with Sensitivity Analysis; ;
in Security and Intelligent Information Systems (2011)
Energy-Efficient Computing using Agent-Based Multi-Objective Dynamic Optimization; ; ;
in J. H. Kim and M. J. Lee (Ed.) Green IT: Technologies and Applications (2011)
2010
A Multi-Agent Organizational Framework for Coevolutionary Optimization; ;
in Lecture Notes in Computer Science (2010), 4
Hybrid Cellular Genetic Algorithm for Global Trajectory Optimization Problem; ; ;
in International Conference on Metaheuristics and Nature Inspired Computing (2010)
A New Parallel Multi-objective Cooperative Coevolutionary Algorithm Based on SPEA2; ; ;
in ALIO-INFORMS Joint International Meeting 2010 (2010)
On quantifying the quality of CDS-based virtual backbones in mobile ad hoc networks; ; ;
in ACM International Symposium on Mobility Management and Wireless Access (2010)
2009
A Multi-Agent Organizational Model for Coevolutionary Optimization; ;
in ANNIE '09: Proceedings of the 19th international conference on Articial Neural Networks In Engineering (to appear) (2009)
Multi Agent Organisation for Coevolutionary Optimization; ;
in 1st International Workshop on Organizational Modeling (ORGMOD'09) (2009)
Overcoming partitioning in large ad hoc networks using genetic algorithms; ;
in GECCO '09: Proceedings of the 11th Annual conference on Genetic and evolutionary computation (2009)
Multi-objective Optimization for Information Sharing in Vehicular Ad Hoc Networks; ; ;
in IAIT '09: Proceedings of the 3rd International Conference on Advances in Information Technology (2009)
Towards Connectivity Improvement in VANETs using Bypass Links; ; ; ;
in Abstract book of 2009 IEEE Congress on Evolutionary Computation (2009)
Uso de Redes Hibridas para la Mejora de la Conectividad en VANETs; ; ; ;
in Proceedings of national Conference on Metaheuristicas, Algoritmos Evolutivos y Bioinspirados(MAEB'09) (2009)
Blackbone2, an Efficient Deterministic Algorithm for creating 2-Connected m-dominating Set-based Backbones in Ad Hoc Networks; ; ;
in MOBIWAC - International Symposium on Mobility Management and Wireless Access (2009)
2008
Optimal Interconnection of Ad Hoc Injection Networks; ;
in Journal of Interconnection Networks (2008), 9(3), 277297
Evaluation of Different Optimization Techniques in the Design of Ad Hoc Injection Networks; ; ;
in special session on Parallel and Grid Computing for Optimization as part of The 2008 International Conference High Performance Computing & Simulation (HPCS008) and in conjunction with The 22nd European Conference on Modeling and Simulation (ECMS 2008). (2008)
A Context-Aware Broadcast Protocol for Mobile Wireless Networks; ; ;
in Second International Conference on Modelling, Computation and Optimization in Information Systems and Management Sciences (MCO 2008) (2008)
2007
Distributed Coevolutionary Genetic Algorithm for Optimal Design of Ad Hoc Injection Networks; ;
in The 21st European Conference on Modeling and Simulation (ECMS 2007) (2007)
Optimal Design of Ad Hoc Injection Networks by Using Genetic Algorithms; ; ;
in 9th annual conference on Genetic and evolutionary computation (GECCO '07) (2007)
Coevolutionary Genetic Algorithms for Ad Hoc Injection Networks Design Optimization; ;
in Congress on Evolutionary Computation (CEC) (2007)
2006
hLCGA: A Hybrid Competitive Coevolutionary Genetic Algorithm; ;
in HIS'06: Proceedings of the 6th international conference on Hybrid Intelligent Systems (2006)
Evaluations of Strategies for Co-Evolutionary Genetic Algorithms: dLCGA Case Study; ;
in ANNIE 2006: Proceedings of the 16th international conference on Artificial Neural Networks In Engineering (2006)
Simulating Realistic Mobility Models for Large Heterogeneous MANETs; ; ; ;
in 9th ACM/IEEE International Symposium on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWIM'06) (2006)
2005
Dafo, a multi-agent framework for decomposable functions optimization; ;
in 9th International Conference on Knowledge-Based Intelligent Information and Engineering Systems (KES 2005) (2005)
Un framework multi-agent pour algorithmes génétiques coévolutionnaires distribués; ;
in Proceedings of the ROADEF (2005)
2004
Agent-based optimization of business functions using coevolutionary algorithms: the distributed warehouse management case study; ;
in AISTA 2004 (International Conference on Advances in Intelligent Systems - Theory and Applications) organized in cooperation with the IEEE Computer Society (2004)
Agent-Based Optimization of Business Functions Using Coevolutionary Algorithms; ;
in Proceedings of the International Conference on Information and Knowledge Engineering (2004)
