Grégoire Danoy

Orcid: 0000-0001-9419-4210

According to our database1, Grégoire Danoy authored at least 132 papers between 2004 and 2024.

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Bibliography

2024
Multi-Objective Reinforcement Learning Based on Decomposition: A Taxonomy and Framework.
J. Artif. Intell. Res., 2024

Training Green AI Models Using Elite Samples.
CoRR, 2024

An ARGoS plug-in for the Crazyflie drone.
CoRR, 2024

2023
Design and analysis of an E-Puck2 robot plug-in for the ARGoS simulator.
Robotics Auton. Syst., June, 2023

Constraint Model for the Satellite Image Mosaic Selection Problem.
CoRR, 2023

Hyperparameter Optimization for Multi-Objective Reinforcement Learning.
CoRR, 2023

Evaluating Surrogate Models for Robot Swarm Simulations.
Proceedings of the Optimization and Learning - 6th International Conference, 2023

A Toolkit for Reliable Benchmarking and Research in Multi-Objective Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

JoVe-FL: A Joint-Embedding Vertical Federated Learning Framework.
Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023

Spacecraft Swarm Orbital Formation Optimisation Using Evolutionary Techniques.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Constraint Model for the Satellite Image Mosaic Selection Problem (Short Paper).
Proceedings of the 29th International Conference on Principles and Practice of Constraint Programming, 2023

Towards Unified Data Ingestion and Transfer for the Computing Continuum.
Proceedings of the IEEE International Conference on Big Data, 2023

2022
Metaheuristics-based Exploration Strategies for Multi-Objective Reinforcement Learning.
Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022

Optimising autonomous robot swarm parameters for stable formation design.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Boston, Massachusetts, USA, July 9, 2022

A RNN-Based Hyper-heuristic for Combinatorial Problems.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2022

A Generative Hyper-Heuristic based on Multi-Objective Reinforcement Learning: the UAV Swarm Use Case.
Proceedings of the IEEE Congress on Evolutionary Computation, 2022

2021
CONSOLE: intruder detection using a UAV swarm and security rings.
Swarm Intell., 2021

UAV-UGV-UMV Multi-Swarms for Cooperative Surveillance.
Frontiers Robotics AI, 2021

Swarm-based counter UAV defense system.
Discov. Internet Things, 2021

A competitive Predator-Prey approach to enhance surveillance by UAV swarms.
Appl. Soft Comput., 2021

The Rise of Drones in Internet of Things: A Survey on the Evolution, Prospects and Challenges of Unmanned Aerial Vehicles.
IEEE Access, 2021

Improving Pheromone Communication for UAV Swarm Mobility Management.
Proceedings of the Computational Collective Intelligence - 13th International Conference, 2021

Optimising pheromone communication in a UAV swarm.
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

A Q-Learning Based Hyper-Heuristic for Generating Efficient UAV Swarming Behaviours.
Proceedings of the Intelligent Information and Database Systems - 13th Asian Conference, 2021

Community Detection in Complex Networks: A Survey on Local Approaches.
Proceedings of the Intelligent Information and Database Systems - 13th Asian Conference, 2021

2020
Tackling Large-Scale and Combinatorial Bi-Level Problems With a Genetic Programming Hyper-Heuristic.
IEEE Trans. Evol. Comput., 2020

Guest editorial special issue on Parallel/Distributed Combinatorics and Optimization.
Swarm Evol. Comput., 2020

Emerging Inter-Swarm Collaboration for Surveillance Using Pheromones and Evolutionary Techniques.
Sensors, 2020

Bayesian optimisation to select Rössler system parameters used in Chaotic Ant Colony Optimisation for Coverage.
J. Comput. Sci., 2020

A vertex-similarity clustering algorithm for community detection.
J. Inf. Telecommun., 2020

Automating the Design of Efficient Distributed Behaviours for a Swarm of UAVs.
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Optimizing the Performance of an Unpredictable UAV Swarm for Intruder Detection.
Proceedings of the Optimization and Learning - Third International Conference, 2020

Competitive Evolution of a UAV Swarm for Improving Intruder Detection Rates.
Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, 2020

Workshop 9: PDCO Parallel / Distributed Combinatorics and Optimization.
Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, 2020

Automated design of efficient swarming behaviours: a Q-learning hyper-heuristic approach.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

NGAP: a novel hybrid metaheuristic algorithm for round-trip carsharing fleet planning.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020

Local Community Detection Algorithm with Self-defining Source Nodes.
Proceedings of the Complex Networks & Their Applications IX, 2020

A Cooperative Coevolutionary Approach to Maximise Surveillance Coverage of UAV Swarms.
Proceedings of the IEEE 17th Annual Consumer Communications & Networking Conference, 2020

Design Challenges of Trustworthy Artificial Intelligence Learning Systems.
Proceedings of the Intelligent Information and Database Systems - 12th Asian Conference, 2020

2019
Internet of Unmanned Aerial Vehicles - A Multilayer Low-Altitude Airspace Model for Distributed UAV Traffic Management.
Sensors, 2019

Special Issue on Advances in Parallel and Distributed Combinatorial Optimization.
J. Parallel Distributed Comput., 2019

Collision Avoidance Effects on the Mobility of a UAV Swarm Using Chaotic Ant Colony with Model Predictive Control.
J. Intell. Robotic Syst., 2019

A new modeling approach for the biobjective exact optimization of satellite payload configuration.
Int. Trans. Oper. Res., 2019

Link Definition Ameliorating Community Detection in Collaboration Networks.
Frontiers Big Data, 2019

Local memory boosts label propagation for community detection.
Appl. Netw. Sci., 2019

Automatic Software Tuning of Parallel Programs for Energy-Aware Executions.
Proceedings of the Parallel Processing and Applied Mathematics, 2019

A Multilayer Low-Altitude Airspace Model for UAV Traffic Management.
Proceedings of the 9th ACM Symposium on Design and Analysis of Intelligent Vehicular Networks and Applications, 2019

A GP Hyper-Heuristic Approach for Generating TSP Heuristics.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2019

Introduction to PDCO 2019.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2019

Toward real-world vehicle placement optimization in round-trip carsharing.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019

Trustworthiness in IoT - A Standards Gap Analysis on Security, Data Protection and Privacy.
Proceedings of the 2019 IEEE Conference on Standards for Communications and Networking, 2019

Autonomous Flight of Unmanned Aerial Vehicles Using Evolutionary Algorithms.
Proceedings of the High Performance Computing - 6th Latin American Conference, 2019

Privacy and Security of Big Data in AI Systems: A Research and Standards Perspective.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
Evolutionary Algorithms for the Inverse Protein Folding Problem.
Proceedings of the Handbook of Heuristics., 2018

Chaos-enhanced mobility models for multilevel swarms of UAVs.
Swarm Evol. Comput., 2018

A scalable parallel cooperative coevolutionary PSO algorithm for multi-objective optimization.
J. Parallel Distributed Comput., 2018

Clustering approaches for visual knowledge exploration in molecular interaction networks.
BMC Bioinform., 2018

RapidRMSD: rapid determination of RMSDs corresponding to motions of flexible molecules.
Bioinform., 2018

A Competitive Approach for Bi-Level Co-Evolution.
Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium Workshops, 2018

Introduction to PDCO 2018.
Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium Workshops, 2018

Visualizing the Template of a Chaotic Attractor.
Proceedings of the Graph Drawing and Network Visualization - 26th International Symposium, 2018

A Memory-Based Label Propagation Algorithm for Community Detection.
Proceedings of the Complex Networks and Their Applications VII, 2018

Single and Multiobjective Evolutionary Algorithms for Clustering Biomedical Information with Unknown Number of Clusters.
Proceedings of the Bioinspired Optimization Methods and Their Applications, 2018

2017
Chaotic Traversal (CHAT): Very Large Graphs Traversal Using Chaotic Dynamics.
Int. J. Bifurc. Chaos, 2017

ASIMUT project: Aid to SItuation Management based on MUltimodal, MUltiUAVs, MUltilevel acquisition Techniques.
Proceedings of the 3rd Workshop on Micro Aerial Vehicle Networks, 2017

Defending Against Intrusion of Malicious UAVs with Networked UAV Defense Swarms.
Proceedings of the 42nd IEEE Conference on Local Computer Networks Workshops, 2017

A new Co-evolutionary Algorithm Based on Constraint Decomposition.
Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium Workshops, 2017

Introduction to PDCO Workshop.
Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium Workshops, 2017

Coverage Optimization with Connectivity Preservation for UAV Swarms Applying Chaotic Dynamics.
Proceedings of the 2017 IEEE International Conference on Autonomic Computing, 2017

Bayesian optimization approach of general bi-level problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Target Tracking Optimization of UAV Swarms Based on Dual-Pheromone Clustering.
Proceedings of the 3rd IEEE International Conference on Cybernetics, 2017

2016
Hybrid mobility model with pheromones for UAV detection task.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

From Random Process to Chaotic Behavior in Swarms of UAVs.
Proceedings of the 6th ACM Symposium on Development and Analysis of Intelligent Vehicular Networks and Applications, 2016

UAV Multilevel Swarms for Situation Management.
Proceedings of the 2nd Workshop on Micro Aerial Vehicle Networks, 2016

Using heterogeneous multilevel swarms of UAVs and high-level data fusion to support situation management in surveillance scenarios.
Proceedings of the 2016 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2016

A parallel cooperative coevolutionary SMPSO algorithm for multi-objective optimization.
Proceedings of the International Conference on High Performance Computing & Simulation, 2016

Tackling the IFP Problem with the Preference-Based Genetic Algorithm.
Proceedings of the 2016 on Genetic and Evolutionary Computation Conference, Denver, CO, USA, July 20, 2016

A Novel Co-evolutionary Approach for Constrained Genetic Algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

UAV Fleet Mobility Model with Multiple Pheromones for Tracking Moving Observation Targets.
Proceedings of the Applications of Evolutionary Computation - 19th European Conference, 2016

2015
Mitigating flash crowd effect using connected vehicle technology.
Veh. Commun., 2015

Power Allocation in Multibeam Satellite Systems: A Two-Stage Multi-Objective Optimization.
IEEE Trans. Wirel. Commun., 2015

Adopting trust and assurance as indicators for the reassignment of responsibilities in multi-agent systems.
Knowl. Eng. Rev., 2015

Connectivity Stability in Autonomous Multi-level UAV Swarms for Wide Area Monitoring.
Proceedings of the 5th ACM Symposium on Development and Analysis of Intelligent Vehicular Networks and Applications, 2015

NIDISC Introduction and Committees.
Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium Workshop, 2015

NK Landscape Instances Mimicking the Protein Inverse Folding Problem Towards Future Benchmarks.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

A Novel Multi-objectivisation Approach for Optimising the Protein Inverse Folding Problem.
Proceedings of the Applications of Evolutionary Computation - 18th European Conference, 2015

2014
Special issue: Energy-efficiency in large distributed computing architectures.
Future Gener. Comput. Syst., 2014

A Parallel Multi-Objective Cooperative Coevolutionary Algorithm for Optimising Small-World Properties in VANETs.
CLEI Electron. J., 2014

Optimising small-world properties in VANETs: Centralised and distributed overlay approaches.
Appl. Soft Comput., 2014

Detection of stable mobile communities in vehicular Ad Hoc Networks.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

ParaMASK: A Multi-Agent System for the efficient and dynamic adaptation of HPC workloads.
Proceedings of the 2014 IEEE International Symposium on Signal Processing and Information Technology, 2014

Hybridisation Schemes for Communication Satellite Payload Configuration Optimisation.
Proceedings of the Applications of Evolutionary Computation - 17th European Conference, 2014

Cooperative Selection: Improving Tournament Selection via Altruism.
Proceedings of the Evolutionary Computation in Combinatorial Optimisation, 2014

Multi-objective evolutionary approach for the satellite payload power optimization problem.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making, 2014

Visualization and classification of protein secondary structures using Self-Organizing Maps.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making, 2014

2013
Editorial: special issue on parallel nature-inspired optimization.
J. Supercomput., 2013

Achieving super-linear performance in parallel multi-objective evolutionary algorithms by means of cooperative coevolution.
Comput. Oper. Res., 2013

Evaluation of dynamic communities in large-scale vehicular networks.
Proceedings of the third ACM international symposium on Design and analysis of intelligent vehicular networks and applications, 2013

UAV fleet area coverage with network connectivity constraint.
Proceedings of the MobiWac'13, 2013

Using data-flow analysis in MAS for power-aware HPC runs.
Proceedings of the International Conference on High Performance Computing & Simulation, 2013

Minimising longest path length in communication satellite payloads via metaheuristics.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Vehicular mobility model optimization using cooperative coevolutionary genetic algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

System Design and Implementation Decisions for ParaMoise Organizational Model.
Proceedings of the 2013 Federated Conference on Computer Science and Information Systems, 2013

An Overlay Approach for Optimising Small-World Properties in VANETs.
Proceedings of the Applications of Evolutionary Computation - 16th European Conference, 2013

ParaMoise: increasing capabilities of parallel execution and reorganization in an organizational model.
Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013

2012
Aspects and trends in realistic VANET simulations.
Proceedings of the 2012 IEEE International Symposium on a World of Wireless, 2012

Generation of realistic traces for vehicular mobility simulations.
Proceedings of the second ACM international symposium on Design and analysis of intelligent vehicular networks and applications, 2012

The Necessity for Strong Reciprocators in Mobile Ad Hoc Networks.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

Generation of realistic mobility for VANETs using genetic algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Novel efficient asynchronous cooperative co-evolutionary multi-objective algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

Satellite Payload Reconfiguration Optimisation: An ILP Model.
Proceedings of the Intelligent Information and Database Systems - 4th Asian Conference, 2012

2011
Efficient Hierarchical Task Scheduling on GRIDS Accounting for Computation and Communications.
Proceedings of the Intelligent Decision Systems in Large-Scale Distributed Environments, 2011

Multi-objective Cooperative Coevolutionary Evolutionary Algorithms for Continuous and Combinatorial Optimization.
Proceedings of the Intelligent Decision Systems in Large-Scale Distributed Environments, 2011

A Vehicular Mobility Model Based on Real Traffic Counting Data.
Proceedings of the Communication Technologies for Vehicles - Third International Workshop, 2011

Sensitivity analysis for a realistic vehicular mobility model.
Proceedings of the first ACM international symposium on Design and analysis of intelligent vehicular networks and applications, 2011

Evolutionary Algorithm Parameter Tuning with Sensitivity Analysis.
Proceedings of the Security and Intelligent Information Systems, 2011

Energy-aware fast scheduling heuristics in heterogeneous computing systems.
Proceedings of the 2011 International Conference on High Performance Computing & Simulation, 2011

2010
A Multi-Agent Organizational Framework for Coevolutionary Optimization.
Trans. Petri Nets Other Model. Concurr., 2010

On quantifying the quality of CDS-based virtual backbones in mobile ad hoc networks.
Proceedings of the 8th ACM International Workshop on Mobility Management & Wireless Access, 2010

2009
Blackbone2, an efficient deterministic algorithm for creating 2-connected m-dominating set-based backbones in ad hoc networks.
Proceedings of the Seventh ACM International Workshop on Mobility Management & Wireless Access, 2009

Multi-objective Optimization for Information Sharing in Vehicular Ad Hoc Networks.
Proceedings of the Advances in Information Technology - Third International Conference, 2009

Overcoming partitioning in large ad hoc networks using genetic algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Progressive automation to gain appropriate trust in management automation systems.
Proceedings of the Self-Healing and Self-Adaptive Systems, 10.05. - 15.05.2009, 2009

Towards connectivity improvement in VANETs using bypass links.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008
A Multi-Agent Approach for Hybrid and Dynamic Coevolutionary Genetic Algorithms: Organizational Model and Real-World Problems Applications. (Une approche multi-agent pour les algorithmes génétiques coévolutionnaires hybrides et dynamiques : modèle d'organisation multi-agent et mise en oeuvre sur des problèmes métiers).
PhD thesis, 2008

Optimal Interconnection of Ad Hoc Injection Networks.
J. Interconnect. Networks, 2008

A Context-Aware Broadcast Protocol for Mobile Wireless Networks.
Proceedings of the Modelling, 2008

2007
Optimal design of ad hoc injection networks by using genetic algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Coevolutionary genetic algorithms for Ad hoc injection networks design optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

2006
hLCGA: A Hybrid Competitive Coevolutionary Genetic Algorithm.
Proceedings of the 6th International Conference on Hybrid Intelligent Systems (HIS 2006), 2006

2005
Dafo, a Multi-agent Framework for Decomposable Functions Optimization.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005

2004
Agent-Based Optimization of Business Functions Using Coevolutionary Algorithms.
Proceedings of the International Conference on Information and Knowledge Engineering. IKE'04, 2004


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