Grégoire Danoy
Grégoire Danoy
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Search Strategy Generation for Branch and Bound using Genetic Programming
Gwen Maudet
,
Grégoire Danoy
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FedPref: Federated Learning Across Heterogeneous Multi-objective Preferences
The Federated Learning paradigm is a distributed machine learning strategy, developed for settings where training data is owned by …
Maria Hartmann
,
Grégoire Danoy
,
Pascal Bouvry
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DOI
Multi-Objective Reinforcement Learning Based on Decomposition: A Taxonomy and Framework
Multi-objective reinforcement learning (MORL) extends traditional RL by seeking policies making different compromises among conflicting …
Florian Felten
,
El-Ghazali Talbi
,
Grégoire Danoy
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DOI
Introducing FedPref: Federated Learning Across Heterogeneous Multi-objective Preferences
Multi-objective problems occur in all aspects of life; knowing how to solve them is crucial for accurate modelling of the real world. …
Lena Maria Hartmann
,
Grégoire Danoy
,
Pascal Bouvry
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Evolutionary swarm formation: From simulations to real world robots
Daniel H. Stolfi
,
Grégoire Danoy
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DOI
Towards Unified Data Ingestion and Transfer for the Computing Continuum
Muhammad Arslan Tariq
,
Ovidiu-Cristian Marcu
,
Grégoire Danoy
,
Pascal Bouvry
Cite
DOI
Spacecraft Swarm Orbital Formation Optimisation Using Evolutionary Techniques
Robot swarms have already demonstrated their ability to accomplish complex missions collectively while solely relying on individual …
Daniel H. Stolfi
,
Grégoire Danoy
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DOI
Optimising Robot Swarm Formations by Using Surrogate Models and Simulations
Optimising a swarm of many robots can be computationally demanding, especially when accurate simulations are required to evaluate the …
Daniel H. Stolfi
,
Grégoire Danoy
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DOI
MOFL/D: A Federated Multi-objective Learning Framework with Decomposition
Maria Hartmann
,
Grégoire Danoy
,
Mohammed Alswaitti
,
Pascal Bouvry
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JoVe-FL: A Joint-Embedding Vertical Federated Learning Framework
Maria Hartmann
,
Grégoire Danoy
,
Mohammed Alswaitti
,
Pascal Bouvry
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DOI
Evaluating Surrogate Models for Robot Swarm Simulations
Realistic robotic simulations are computationally demanding, especially when considering large swarms of autonomous robots. This makes …
Daniel H. Stolfi
,
Grégoire Danoy
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Design and analysis of an E-Puck2 robot plug-in for the ARGoS simulator
Daniel H. Stolfi
,
Grégoire Danoy
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DOI
Constraint Model for the Satellite Image Mosaic Selection Problem
Manuel Combarro Simón
,
Pierre Talbot
,
Grégoire Danoy
,
Jedrzej Musial
,
Mohammed Alswaitti
,
Pascal Bouvry
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DOI
A Toolkit for Reliable Benchmarking and Research in Multi-Objective Reinforcement Learning
Florian Felten
,
Lucas Nunes Alegre
,
Ann Nowe
,
Ana L. C. Bazzan
,
El Ghazali Talbi
,
Grégoire Danoy
,
Bruno Castro da Silva
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SuSy-EnGaD: Surveillance System Enhanced by Games of Drones
In this article, we propose SuSy-EnGaD, a surveillance system enhanced by games of drones. We propose three different approaches to …
Daniel H. Stolfi
,
Matthias R. Brust
,
Grégoire Danoy
,
Pascal Bouvry
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Optimising Autonomous Robot Swarm Parameters for Stable Formation Design
Autonomous robot swarm systems allow to address many inherent limitations of single robot systems, such as scalability and reliability. …
Daniel H. Stolfi
,
Grégoire Danoy
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DOI
MORL/D: Multi-Objective Reinforcement Learning based on Decomposition
Florian Felten
,
El-Ghazali Talbi
,
Grégoire Danoy
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MO-Gym: A Library of Multi-Objective Reinforcement Learning Environments
Lucas Nunes Alegre
,
Florian Felten
,
El-Ghazali Talbi
,
Grégoire Danoy
,
Ann Nowé
,
Ana Bazzan
,
Bruno da Silva
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Metaheuristics-based Exploration Strategies for Multi-Objective Reinforcement Learning
Florian Felten.
,
Grégoire Danoy
,
El-Ghazali Talbi.
,
Pascal Bouvry.
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Learning to Optimise a Swarm of UAVs
The use of Unmanned Aerial Vehicles (UAVs) has shown a drastic increase in interest in the past few years. Current applications mainly …
Gabriel Duflo
,
Grégoire Danoy
,
El-Ghazali Talbi
,
Pascal Bouvry
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DOI
From communities to protein complexes: A local community detection algorithm on PPI networks
Identifying protein complexes in protein-protein interaction (ppi) networks is often handled as a community detection problem, with …
Saharnaz AND Brust, Matthias R. AND Ribeiro, Carlos H. C. AND Kieffer, Emmanuel AND Grégoire Danoy AND Bouvry, Pascal Dilmaghani
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An Evolutionary Algorithm to Optimise a Distributed UAV Swarm Formation System
In this article, we present a distributed robot 3D formation system optimally parameterised by a hybrid evolutionary algorithm (EA) in …
Daniel H. Stolfi
,
Grégoire Danoy
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DOI
A RNN-Based Hyper-heuristic for Combinatorial Problems
Designing efficient heuristics is a laborious and tedious task that generally requires a full understanding and knowledge of a given …
Emmanuel Kieffer
,
Gabriel Duflo
,
Grégoire Danoy
,
Sébastien Varrette
,
Pascal Bouvry
Cite
A Generative Hyper-Heuristic based on Multi-Objective Reinforcement Learning: the UAV Swarm Use Case
Gabriel Duflo
,
Grégoire Danoy
,
El-Ghazali Talbi
,
Pascal Bouvry
Cite
DOI
A Framework of Hyper-Heuristics based on Q-Learning
Gabriel Duflo
,
Grégoire Danoy
,
El-Ghazali Talbi
,
Pascal Bouvry
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CONSOLE: intruder detection using a UAV swarm and security rings
Daniel H. Stolfi
,
Matthias R. Brust
,
Grégoire Danoy
,
Pascal Bouvry
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UAV-UGV-UMV Multi-Swarms for Cooperative Surveillance
In this paper we present a surveillance system for early detection of escapers from a restricted area based on a new swarming mobility …
Daniel H. Stolfi
,
Matthias R. Brust
,
Grégoire Danoy
,
Pascal Bouvry
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The Rise of Drones in Internet of Things: A survey on the evolution, prospects and challenges of Unmanned Aerial Vehicles
Nader S. Labib
,
Matthias R. Brust
,
Grégoire Danoy
,
Pascal Bouvry
Cite
Swarm-based counter UAV defense system
Unmanned Aerial Vehicles (UAVs) have quickly become one of the promising Internet-of-Things (IoT) devices for smart cities. Thanks to …
Matthias R. Brust
,
Grégoire Danoy
,
Daniel H. Stolfi
,
Pascal Bouvry
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Optimization of Carsharing Fleet Placement in Round-Trip Carsharing Service
In a round-trip carsharing system, stations must be located in such a way that allow for maximum user coverage with the least walking …
Boonyarit Changaival
,
Kittichai Lavangnananda
,
Grégoire Danoy
,
Dzmitry Kliazovich
,
Frédéric Guinand
,
Matthias Brust
,
Jedrzej Musial
,
Pascal Bouvry
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Optimising Pheromone Communication in a UAV Swarm
Communications in multi-robot systems is a key factor, especially when aiming for real-world applications. In this article we address …
Daniel H. Stolfi
,
Matthias R. Brust
,
Grégoire Danoy
,
Pascal Bouvry
PDF
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Interplay between success and patterns of human collaboration: case study of a Thai Research Institute
Networks of collaboration are notoriously complex and the mechanisms underlying their evolution, although of high interest, are still …
Antonio Maria Fiscarelli
,
Matthias R. Brust
,
Roland Bouffanais
,
Apivadee Piyatumrong
,
Grégoire Danoy
,
Pascal Bouvry
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Improving Pheromone Communication for UAV Swarm Mobility Management
In this article we address the optimisation of pheromone communication used for the mobility management of a swarm of Unmanned Aerial …
Daniel H. Stolfi
,
Matthias R. Brust
,
Grégoire Danoy
,
Pascal Bouvry
Cite
Community Detection in Complex Networks: A Survey on Local Approaches
Saharnaz E. Dilmaghani
,
Matthias R. Brust
,
Grégoire Danoy
,
Pascal Bouvry
PDF
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A Q-Learning Based Hyper-Heuristic for Generating Efficient UAV Swarming Behaviours
Gabriel Duflo
,
Grégoire Danoy
,
El-Ghazali Talbi
,
Pascal Bouvry
PDF
Cite
A competitive Predator--Prey approach to enhance surveillance by UAV swarms
In this paper we present the competitive optimisation of a swarm of Unmanned Aerial Vehicles (UAV) protecting a restricted area from a …
Daniel H. Stolfi
,
Matthias R. Brust
,
Grégoire Danoy
,
Pascal Bouvry
PDF
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Tackling Large-Scale and Combinatorial Bi-Level Problems With a Genetic Programming Hyper-Heuristic
E. Kieffer
,
Grégoire Danoy
,
M. R. Brust
,
P. Bouvry
,
A. Nagih
Cite
Workshop 9: PDCO Parallel / Distributed Combinatorics and Optimization
Grégoire Danoy
,
Didier El Baz
,
Vincent Boyer
,
Bernabé Dorronsoro
,
Laurence T. Yang
,
Keqin Li
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Optimizing the Performance of an Unpredictable UAV Swarm for Intruder Detection
Daniel H. Stolfi
,
Matthias R. Brust
,
Grégoire Danoy
,
Pascal Bouvry
PDF
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NGAP: a novel hybrid metaheuristic algorithm for round-trip carsharing fleet planning
Boonyarit Changaival
,
Grégoire Danoy
,
Dzmitry Kliazovich
,
Frédéric Guinand
,
Matthias R. Brust
,
Jedrzej Musial
,
Kittichai Lavangnananda
,
Pascal Bouvry
PDF
Cite
Emerging Inter-Swarm Collaboration for Surveillance Using Pheromones and Evolutionary Techniques
Daniel H. Stolfi
,
Matthias R. Brust
,
Grégoire Danoy
,
Pascal Bouvry
PDF
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Design Challenges of Trustworthy Artificial Intelligence Learning Systems
Matthias R. Brust
,
Pascal Bouvry
,
Grégoire Danoy
,
El-Ghazil Talbi
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Competitive Evolution of a UAV Swarm for Improving Intruder Detection Rates
Daniel H. Stolfi
,
Matthias R. Brust
,
Grégoire Danoy
,
Pascal Bouvry
PDF
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Bayesian optimisation to select Rossler system parameters used in Chaotic Ant Colony Optimisation for Coverage
Martin Rosalie
,
Emmanuel Kieffer
,
Matthias R. Brust
,
Grégoire Danoy
,
Pascal Bouvry
PDF
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Autonomous Flight of Unmanned Aerial Vehicles Using Evolutionary Algorithms
Americo Gaudin
,
Gabriel Madruga
,
Carlos Rodriguez
,
Santiago Iturriaga
,
Sergio Nesmachnow
,
Claudio Paz
,
Grégoire Danoy
,
Pascal Bouvry
Cite
Automating the Design of Efficient Distributed Behaviours for a Swarm of UAVs
G. Duflo
,
G. Danoy
,
E. -G. Talbi
,
P. Bouvry
Cite
Automated design of efficient swarming behaviours: a Q-learning hyper-heuristic approach
Gabriel Duflo
,
Grégoire Danoy
,
El-Ghazali Talbi
,
Pascal Bouvry
PDF
Cite
A vertex-similarity clustering algorithm for community detection
Antonio Maria Fiscarelli
,
Matthias R. Brust
,
Grégoire Danoy
,
Pascal Bouvry
PDF
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A Cooperative Coevolutionary Approach to Maximise Surveillance Coverage of UAV Swarms
Daniel H. Stolfi
,
Matthias R. Brust
,
Grégoire Danoy
,
Pascal Bouvry
Cite
Internet of Unmanned Aerial Vehicles—A Multilayer Low-Altitude Airspace Model for Distributed UAV Traffic Management
Nader S. Labib
,
Grégoire Danoy
,
Jedrzej Musial
,
Matthias R. Brust
,
Pascal Bouvry
PDF
Cite
Trustworthiness in IoT - A Standards Gap Analysis on Security, Data Protection and Privacy
Nader S. Labib
,
Matthias R. Brust
,
Grégoire Danoy
,
Pascal Bouvry
Cite
Toward real-world vehicle placement optimization in round-trip carsharing
Boonyarit Changaival
,
Grégoire Danoy
,
Dzmitry Kliazovich
,
Frédéric Guinand
,
Matthias R. Brust
,
Jedrzej Musial
,
Kittichai Lavangnananda
,
Pascal Bouvry
Cite
Privacy and Security of Big Data in AI Systems: A Research and Standards Perspective
Saharnaz Dilmaghani
,
Matthias R. Brust
,
Grégoire Danoy
,
Natalia Cassagnes
,
Johnatan Pecero
,
Pascal Bouvry
Cite
Local memory boosts label propagation for community detection
Antonio Maria Fiscarelli
,
Matthias R. Brust
,
Grégoire Danoy
,
Pascal Bouvry
PDF
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Link Definition Ameliorating Community Detection in Collaboration Networks
Saharnaz E. Dilmaghani
,
Matthias R. Brust
,
Apivadee Piyatumrong
,
Grégoire Danoy
,
Pascal Bouvry
PDF
Cite
Introduction to PDCO 2019
Grégoire Danoy
,
Didier El Baz
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GP hyper-heuristic for the travelling salesman problem
Gabriel Duflo
,
Emmanuel Kieffer
,
Grégoire Danoy
,
Pascal Bouvry
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Collision Avoidance Effects on the Mobility of a UAV Swarm Using Chaotic Ant Colony with Model Predictive Control
Jan Dentler
,
Martin Rosalie
,
Grégoire Danoy
,
Pascal Bouvry
,
Somasundar Kannan
,
Miguel A. Olivares-Méndez
,
Holger Voos
PDF
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Automatic Software Tuning of Parallel Programs for Energy-Aware Executions
Sébastien Varrette
,
Frédéric Pinel
,
Emmanuel Kieffer
,
Grégoire Danoy
,
Pascal Bouvry
PDF
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A new modeling approach for the biobjective exact optimization of satellite payload configuration
Emmanuel Kieffer
,
Grégoire Danoy
,
Pascal Bouvry
,
Anass Nagih
PDF
Cite
A Multilayer Low-Altitude Airspace Model for UAV Traffic Management
Nader S. Labib
,
Grégoire Danoy
,
Jedrzej Musial
,
Matthias R. Brust
,
Pascal Bouvry
Cite
A memory-based label propagation algorithm for community detection
A.M. Fiscarelli
,
M.R. Brust
,
Grégoire Danoy
,
P. Bouvry
Cite
A GP Hyper-Heuristic Approach for Generating TSP Heuristics
Gabriel Duflo
,
Emmanuel Kieffer
,
Matthias R. Brust
,
Grégoire Danoy
,
Pascal Bouvry
Cite
Visualizing the Template of a Chaotic Attractor
Maya Olszewski
,
Jeff Meder
,
Emmanuel Kieffer
,
Raphaël Bleuse
,
Martin Rosalie
,
Grégoire Danoy
,
Pascal Bouvry
Cite
Single and Multiobjective Evolutionary Algorithms for Clustering Biomedical Information with Unknown Number of Clusters
María Eugenia Curi
,
Lucía Carozzi
,
Renzo Massobrio
,
Sergio Nesmachnow
,
Grégoire Danoy
,
Marek Ostaszewski
,
Pascal Bouvry
PDF
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RapidRMSD: rapid determination of RMSDs corresponding to motions of flexible molecules
Émilie Neveu
,
Petr Popov
,
Alexandre Hoffmann
,
Angelo Migliosi
,
Xavier Besseron
,
Grégoire Danoy
,
Pascal Bouvry
,
Sergei Grudinin
PDF
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Introduction to PDCO 2018
Grégoire Danoy
,
Didier El Baz
,
Vincent Boyer
,
Bernabé Dorronsoro
PDF
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Evolutionary Algorithms for the Inverse Protein Folding Problem
Protein structure prediction is an essential step in understanding the molecular mechanisms of living cells with widespread application …
Sune S. Nielsen
,
extbfG. Danoy
,
Wiktor Jurkowski
,
Roland Krause
,
Reinhard Schneider
,
El-Ghazali Talbi
,
Pascal Bouvry
Cite
Clustering approaches for visual knowledge exploration in molecular interaction networks
Marek Ostaszewski
,
Emmanuel Kieffer
,
Grégoire Danoy
,
Reinhard Schneider
,
Pascal Bouvry
PDF
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Chaos-enhanced mobility models for multilevel swarms of UAVs
Martin Rosalie
,
Grégoire Danoy
,
Serge Chaumette
,
Pascal Bouvry
PDF
Cite
Bayesian optimization to enhance coverage performance of a swarm of UAV with chaotic dynamics
Emmanuel Kieffer
,
Martin Rosalie
,
Grégoire Danoy
,
Pascal Bouvry
Cite
A scalable parallel cooperative coevolutionary PSO algorithm for multi-objective optimization
Arash Atashpendar
,
Bernabé Dorronsoro
,
Grégoire Danoy
,
Pascal Bouvry
PDF
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A Memory-Based Label Propagation Algorithm for Community Detection
Antonio Maria Fiscarelli
,
Matthias R. Brust
,
Grégoire Danoy
,
Pascal Bouvry
Cite
A Competitive Approach for Bi-Level Co-Evolution
Emmanuel Kieffer
,
Grégoire Danoy
,
Pascal Bouvry
,
Anass Nagih
PDF
Cite
Coverage Optimization with Connectivity Preservation for UAV Swarms Applying Chaotic Dynamics
M. Rosalie
,
M. R. Brust
,
Grégoire Danoy
,
S. Chaumette
,
P. Bouvry
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Area exploration with a swarm of UAVs combining deterministic chaotic ant colony mobility with position MPC
M. Rosalie
,
J. E. Dentler
,
Grégoire Danoy
,
P. Bouvry
,
S. Kannan
,
M. A. Olivares-Mendez
,
H. Voos
Cite
Target Tracking Optimization of UAV Swarms Based on Dual-Pheromone Clustering
Matthias R. Brust
,
Maciej Zurad
,
Laurent Hentges
,
Leandro Gomes
,
Grégoire Danoy
,
Pascal Bouvry
Cite
Defending Against Intrusion of Malicious UAVs with Networked UAV Defense Swarms
Matthias R. Brust
,
Grégoire Danoy
,
Pascal Bouvry
,
Dren Gashi
,
Himadri Pathak
,
Mike P. Goncalves
PDF
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Chaotic Traversal (CHAT): Very Large Graphs Traversal Using Chaotic Dynamics
Boonyarit Changaival
,
Martin Rosalie
,
Grégoire Danoy
,
Kittichai Lavangnananda
,
Pascal Bouvry
Cite
Bayesian optimization approach of general bi-level problems
Emmanuel Kieffer
,
Grégoire Danoy
,
Pascal Bouvry
,
Anass Nagih
Cite
ASIMUT Project: Aid to SItuation Management Based on MUltimodal, MUltiUAVs, MUltilevel Acquisition Techniques
Pascal Bouvry
,
Serge Chaumette
,
Grégoire Danoy
,
Gilles Guerrini
,
Gilles Jurquet
,
Achim Kuwertz
,
Wilmuth Muller
,
Martin Rosalie
,
Jennifer Sander
,
Florian Segor
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A new Co-evolutionary Algorithm Based on Constraint Decomposition
Emmanuel Kieffer
,
Grégoire Danoy
,
Pascal Bouvry
,
Anass Nagih
Cite
Using heterogeneous multilevel swarms of UAVs and high-level data fusion to support situation management in surveillance scenarios
Pascal Bouvry
,
Serge Chaumette
,
Grégoire Danoy
,
Gilles Guerrini
,
Gilles Jurquet
,
Achim Kuwertz
,
Wilmuth Muller
,
Martin Rosalie
,
Jennifer Sander
PDF
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UAV Multilevel Swarms for Situation Management
Martin Rosalie
,
Grégoire Danoy
,
Serge Chaumette
,
Pascal Bouvry
Cite
UAV Fleet Mobility Model with Multiple Pheromones for Tracking Moving Observation Targets
Christophe Atten
,
Loubna Channouf
,
Grégoire Danoy
,
Pascal Bouvry
Cite
Hybrid mobility model with pheromones for UAV detection task
Emmanuel Kieffer
,
Grégoire Danoy
,
Pascal Bouvry
,
Anass Nagih
PDF
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From Random Process to Chaotic Behavior in Swarms of UAVs
Martin Rosalie
,
Grégoire Danoy
,
Serge Chaumette
,
Pascal Bouvry
PDF
Cite
Evolutionary Algorithms for the Inverse Protein Folding Problem
Sune Steinbjorn Nielsen
,
extbfG. Danoy
,
Wiktor Jurkowski
,
Roland Krause
,
Reinhard Schneider
,
El-Ghazali Talbi
,
Pascal Bouvry
Cite
A parallel cooperative coevolutionary SMPSO algorithm for multi-objective optimization
Arash Atashpendar
,
Bernabé Dorronsoro
,
Grégoire Danoy
,
Pascal Bouvry
PDF
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Preference-Based Genetic Algorithm for Solving the Bio-Inspired NK Landscape Benchmark
Christof Ferreira Torres
,
Sune S. Nielsen
,
Grégoire Danoy
,
Pascal Bouvry
Cite
Power Allocation in Multibeam Satellite Systems: A Two-Stage Multi-Objective Optimization
A.I. Aravanis
,
B. Shankar
,
Pantelis-Daniel Arapoglou
,
Grégoire Danoy.
,
P. Cottis
,
B. Ottersten
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Optimizing communication satellites payload configuration with exact approaches
Apostolos Stathakis
,
Grégoire Danoy
,
Pascal Bouvry
,
El-Ghazali Talbi
,
Gianluigi Morelli
Cite
NK Landscape Instances Mimicking the Protein Inverse Folding Problem Towards Future Benchmarks
Sune S. Nielsen
,
Grégoire Danoy
,
Pascal Bouvry
,
El-Ghazali Talbi
PDF
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Mitigating flash crowd effect using connected vehicle technology
Agata Grzybek
,
Grégoire Danoy
,
Pascal Bouvry
,
Marcin Seredynski
PDF
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Connectivity Stability in Autonomous Multi-level UAV Swarms for Wide Area Monitoring
Grégoire Danoy
,
Matthias R. Brust
,
Pascal Bouvry
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Connectivity Stability in Autonomous Multi-level UAV Swarms for Wide Area Monitoring
G. Danoy
,
Matthias R. Brust
,
Pascal Bouvry
Cite
An NK Landscape Based Model Mimicking the Protein Inverse Folding Problem
Sune S. Nielsen
,
Grégoire Danoy
,
El-Ghazali Talbi
,
Pascal Bouvry
Cite
Adopting trust and assurance as indicators for the reassignment of responsibilities in multi-agent systems
Benjamin Gâteau
,
Moussa Ouedraogo
,
Christophe Feltus
,
Guy Guemkam
,
Grégoire Danoy
,
Marcin Seredynski
,
Samee U. Khan
,
Djamel Khadraoui
,
Pascal Bouvry
PDF
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A Novel Multi-objectivisation Approach for Optimising the Protein Inverse Folding Problem
Sune S. Nielsen
,
Grégoire Danoy
,
Wiktor Jurkowski
,
Juan Luis Jimenez Laredo
,
Reinhard Schneider
,
El-Ghazali Talbi
,
Pascal Bouvry
PDF
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Visualization and classification of protein secondary structures using Self-Organizing Maps
Christian Grevisse
,
Ian Muller
,
Juan Luís Jiménez Laredo
,
Marek Ostaszewski
,
Grégoire Danoy
,
Pascal Bouvry
PDF
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Optimising small-world properties in VANETs: Centralised and distributed overlay approaches
Julien Schleich
,
Grégoire Danoy
,
Bernabé Dorronsoro
,
Pascal Bouvry
PDF
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Multi-objective evolutionary approach for the satellite payload power optimization problem
Emmanuel Kieffer
,
Apostolos Stathakis
,
Grégoire Danoy
,
Pascal Bouvry
,
El-Ghazali Talbi
,
Gianluigi Morelli
PDF
Cite
Hybridisation Schemes for Communication Satellite Payload Configuration Optimisation
Apostolos Stathakis
,
Grégoire Danoy
,
El-Ghazali Talbi
,
Pascal Bouvry
,
Gianluigi Morelli
Cite
Evolutionary Algorithms for Mobile Ad hoc Networks
Bernabé Dorronsoro
,
Patricia Ruiz
,
extbfG. Danoy
,
Yoann Pign ́and Pascal Bouvry
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Cooperative Selection: Improving Tournament Selection via Altruism
Juan Luís Jiménez Laredo
,
Sune S. Nielsen
,
Grégoire Danoy
,
Pascal Bouvry
,
Carlos M. Fernandes
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Using data-flow analysis in MAS for power-aware HPC runs
S. Varrette
,
Grégoire Danoy
,
M. Guzek
,
P. Bouvry
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Vehicular Mobility Model Optimization Using Cooperative Coevolutionary Genetic Algorithms
Sune S. Nielsen
,
Grégoire Danoy
,
Pascal Bouvry
PDF
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UAV Fleet Area Coverage with Network Connectivity Constraint
Julien Schleich
,
Athithyaa Panchapakesan
,
Grégoire Danoy
,
Pascal Bouvry
PDF
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System Design and Implementation Decisions for ParaMoise Organizational Model
Mateusz Guzek
,
Grégoire Danoy
,
Pascal Bouvry
PDF
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ParaMoise: Increasing Capabilities of Parallel Execution and Reorganization in an Organizational Model
Mateusz Guzek
,
Grégoire Danoy
,
Pascal Bouvry
PDF
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Minimising Longest Path Length in Communication Satellite Payloads via Metaheuristics
Apostolos Stathakis
,
Grégoire Danoy
,
Julien Schleich
,
Pascal Bouvry
,
Gianluigi Morelli
PDF
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Evaluation of Dynamic Communities in Large-scale Vehicular Networks
Agata Grzybek
,
Grégoire Danoy
,
Marcin Seredynski
,
Pascal Bouvry
PDF
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Achieving super-linear performance in parallel multi-objective evolutionary algorithms by means of cooperative coevolution
Bernabé Dorronsoro
,
Grégoire Danoy
,
Antonio J. Nebro
,
Pascal Bouvry
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Novel efficient asynchronous cooperative co-evolutionary multi-objective algorithms
S.S. Nielsen
,
B. Dorronsoro
,
Grégoire Danoy
,
P. Bouvry
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The Necessity for Strong Reciprocators in Mobile Ad Hoc Networks
Marcin Seredynski
,
Grégoire Danoy
,
Pascal Bouvry
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Satellite Payload Reconfiguration Optimisation: An ILP Model.
Apostolos Stathakis
,
Grégoire Danoy
,
Pascal Bouvry
,
Gianluigi Morelli
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New State-of-the-art Results for Cassini2 Global Trajectory Optimization Problem
Grégoire Danoy
,
B. Dorronsoro
,
P. Bouvry
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Generation of Realistic Traces for Vehicular Mobility Simulations
Agata Grzybek
,
Grégoire Danoy
,
Pascal Bouvry
PDF
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Generation of Realistic Mobility for VANETs Using Genetic Algorithms
Marcin Seredynski
,
Grégoire Danoy
,
Masoud Tabatabaei
,
Pascal Bouvry
,
Yoann Pigne
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Evolutionary Algorithm Parameter Tuning with Sensitivity Analysis
Frédéric Pinel
,
Grégoire Danoy
,
Pascal Bouvry
PDF
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Sensitivity analysis for a realistic vehicular mobility model
In this article, we consider a realistic vehicular mobility model, VehILux, and use a sensitivity analysis method to quantitatively …
Yoann Pigné
,
Grégoire Danoy
,
Pascal Bouvry
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Multi-objective Cooperative Coevolutionary Evolutionary Algorithms for Continuous and Combinatorial Optimization
Bernabe Dorronsoro
,
extbfG. Danoy
,
Pascal Bouvry
,
Antonio J. Nebro
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Energy-Efficient Computing using Agent-Based Multi-Objective Dynamic Optimization
Alexandru Adrian Tantar
,
extbfG. Danoy
,
Pascal Bouvry
,
Samee Khan
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Energy-Aware Fast Scheduling Heuristics in Heterogeneous Computing Systems
In heterogeneous computing systems it is crucial to sched- ule tasks in a manner that exploits the heterogeneity of the resources and …
Cesar O. Diaz
,
Mateusz Guzek
,
Johnatan E. Pecero
,
Grégoire Danoy
,
Pascal Bouvry
,
Samee U. Khan
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Efficient Hierarchical Task Scheduling on GRIDS Accounting for Computation and Communications
Johnatan Pecero
,
Frederic Pinel
,
Bernabe Dorronsoro
,
extbf G. Danoy
,
Pascal Bouvry
,
Albert Zomaya
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A vehicular mobility model based on real traffic counting data
Yoann Pigné
,
Grégoire Danoy
,
Pascal Bouvry
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On quantifying the quality of CDS-based virtual backbones in mobile ad hoc networks
We propose to study the quality of CDS-based virtual backbones generated by fully distributed algorithms in mobile environments. As …
Julien Schleich
,
Grégoire Danoy
,
Pascal Bouvry
,
Hoai An Le Thi
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A Platform for Realistic Online Vehicular Network Management
Yoann Pigne
,
Grégoire Danoy
,
Pascal Bouvry
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A New Parallel Multi-objective Cooperative Coevolutionary Algorithm Based on SPEA2
We present in this work a new multi-objective cooperative coevolutionary algorithm based on SPEA2 (called CCSPEA2). In this algorithm, …
Bernabeand Canero, J. Alberto Dorronsoro
,
Grégoire Danoy
,
Pascal Bouvry
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A Multi-Agent Organizational Framework for Coevolutionary Optimization
Grégoire Danoy
,
Pascal Bouvry
,
Olivier Boissier
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Towards Connectivity Improvement in VANETs using Bypass Links
Bernabe Dorronsoro
,
Patricia Ruiz
,
Grégoire Danoy
,
Pascal Bouvry
,
Lorenzo Tardon
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Overcoming partitioning in large ad hoc networks using genetic algorithms
Grégoire Danoy
,
Bernabé Dorronsoro
,
Pascal Bouvry
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Multi-objective Optimization for Information Sharing in Vehicular Ad Hoc Networks
Grégoire Danoy
,
Bernabé Dorronsoro
,
Pascal Bouvry
,
Franck Zimmer
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Blackbone2, an Efficient Deterministic Algorithm for creating 2-Connected m-dominating Set-based Backbones in Ad Hoc Networks
This paper introduces Blackbone2, a novel fully decentralized algorithm that aims at creating a robust backbone in ad hoc networks. …
Julien Schleich
,
Grégoire Danoy
,
Pascal Bouvry
,
An Le Thi Hoai
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A Multi-Agent Organizational Model for Coevolutionary Optimization
Grégoire Danoy
,
Pascal Bouvry
,
Olivier Boissier
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Optimal Interconnection of Ad Hoc Injection Networks
Grégoire Danoy
,
Enrique Alba
,
Pascal Bouvry
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Evaluation of Different Optimization Techniques in the Design of Ad Hoc Injection Networks
Bernabe Dorronsoro
,
Grégoire Danoy
,
Pascal Bouvry
,
Enrique Alba
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A Context-Aware Broadcast Protocol for Mobile Wireless Networks
Luc Hogie
,
Grégoire Danoy
,
Pascal Bouvry
,
Frédéric Guinand
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Coevolutionary genetic algorithms for Ad hoc injection networks design optimization
Grégoire Danoy.
,
P. Bouvry
,
L. Hogie
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Simulating Realistic Mobility Models for Large Heterogeneous MANETs
Luc Hogie
,
Pascal Bouvry
,
Frédéric Guinand
,
Grégoire Danoy
,
Enrique Alba
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hLCGA: A Hybrid Competitive Coevolutionary Genetic Algorithm
Grégoire Danoy
,
Pascal Bouvry
,
Tomy Martins
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Evaluations of Strategies for Co-Evolutionary Genetic Algorithms: dLCGA Case Study
Grégoire Danoy
,
Pascal Bouvry
,
Franciszek Seredynski
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Un framework multi-agent pour algorithmes génétiques coévolutionnaires distribués
Grégoire Danoy
,
Pascal Bouvry
,
Olivier Boissier
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Dafo, a multi-agent framework for decomposable functions optimization
Grégoire Danoy
,
Pascal Bouvry
,
Olivier Boissier
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Agent-based optimization of business functions using coevolutionary algorithms: the distributed warehouse management case study
Grégoire Danoy
,
Pascal Bouvry
,
F. Seredynski
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Agent-Based Optimization of Business Functions Using Coevolutionary Algorithms
Grégoire Danoy
,
Pascal Bouvry
,
Franciszek Seredynski
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