Publications

Target Tracking Optimization of UAV Swarms Based on Dual-Pheromone Clustering

Matthias R. Brust, Maciej Zurad, Laurent Hentges, Leandro Gomes, extbfG. Danoy, Pascal Bouvry

Overcoming partitioning in large ad hoc networks using genetic algorithms

extbfG. Danoy, Bernabé Dorronsoro, Pascal Bouvry

Metaheuristics-based Exploration Strategies for Multi-Objective Reinforcement Learning

Florian Felten., extbfG. Danoy, El-Ghazali Talbi., Pascal Bouvry.

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, extbfG. Danoy, Pascal Bouvry
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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 extbfG. Danoy AND Bouvry, Pascal Dilmaghani
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CONSOLE: intruder detection using a UAV swarm and security rings

Daniel H. Stolfi, Matthias R. Brust, extbfG. Danoy, Pascal Bouvry

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, extbfG. 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, extbfG. Danoy, Pascal Bouvry

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, extbfG. 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, extbfG. 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, extbfG. Danoy, Pascal Bouvry
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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, extbfG. 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, extbfG. Danoy, Pascal Bouvry

Community Detection in Complex Networks: A Survey on Local Approaches

Saharnaz E. Dilmaghani, Matthias R. Brust, extbfG. Danoy, Pascal Bouvry
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A Q-Learning Based Hyper-Heuristic for Generating Efficient UAV Swarming Behaviours

Gabriel Duflo, extbfG. Danoy, El-Ghazali Talbi, Pascal Bouvry
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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, extbfG. Danoy, Pascal Bouvry
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Tackling Large-Scale and Combinatorial Bi-Level Problems With a Genetic Programming Hyper-Heuristic

E. Kieffer, extbfG. Danoy, M. R. Brust, P. Bouvry, A. Nagih

Workshop 9: PDCO Parallel / Distributed Combinatorics and Optimization

extbfG. 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, extbfG. Danoy, Pascal Bouvry
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NGAP: a novel hybrid metaheuristic algorithm for round-trip carsharing fleet planning

Boonyarit Changaival, extbfG. Danoy, Dzmitry Kliazovich, Frédéric Guinand, Matthias R. Brust, Jedrzej Musial, Kittichai Lavangnananda, Pascal Bouvry
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Emerging Inter-Swarm Collaboration for Surveillance Using Pheromones and Evolutionary Techniques

Daniel H. Stolfi, Matthias R. Brust, extbfG. Danoy, Pascal Bouvry
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Design Challenges of Trustworthy Artificial Intelligence Learning Systems

Matthias R. Brust, Pascal Bouvry, extbfG. 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, extbfG. Danoy, Pascal Bouvry
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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, extbfG. Danoy, Pascal Bouvry
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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, G. Danoy, Pascal Bouvry

Automating the Design of Efficient Distributed Behaviours for a Swarm of UAVs

G. Duflo, G. Danoy, E. -G. Talbi, P. Bouvry

Automated design of efficient swarming behaviours: a Q-learning hyper-heuristic approach

Gabriel Duflo, extbfG. Danoy, El-Ghazali Talbi, Pascal Bouvry
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A vertex-similarity clustering algorithm for community detection

Antonio Maria Fiscarelli, Matthias R. Brust, extbfG. Danoy, Pascal Bouvry
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A Cooperative Coevolutionary Approach to Maximise Surveillance Coverage of UAV Swarms

Daniel H. Stolfi, Matthias R. Brust, extbfG. Danoy, Pascal Bouvry

Internet of Unmanned Aerial Vehicles—A Multilayer Low-Altitude Airspace Model for Distributed UAV Traffic Management

Nader S. Labib, extbfG. Danoy, Jedrzej Musial, Matthias R. Brust, Pascal Bouvry
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Trustworthiness in IoT - A Standards Gap Analysis on Security, Data Protection and Privacy

Nader S. Labib, Matthias R. Brust, extbfG. Danoy, Pascal Bouvry

Toward real-world vehicle placement optimization in round-trip carsharing

Boonyarit Changaival, extbfG. Danoy, Dzmitry Kliazovich, Frédéric Guinand, Matthias R. Brust, Jedrzej Musial, Kittichai Lavangnananda, Pascal Bouvry

Privacy and Security of Big Data in AI Systems: A Research and Standards Perspective

Saharnaz Dilmaghani, Matthias R. Brust, extbfG. Danoy, Natalia Cassagnes, Johnatan Pecero, Pascal Bouvry

Local memory boosts label propagation for community detection

Antonio Maria Fiscarelli, Matthias R. Brust, extbfG. Danoy, Pascal Bouvry
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Link Definition Ameliorating Community Detection in Collaboration Networks

Saharnaz E. Dilmaghani, Matthias R. Brust, Apivadee Piyatumrong, extbfG. Danoy, Pascal Bouvry
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Introduction to PDCO 2019

extbfG. Danoy, Didier El Baz
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GP hyper-heuristic for the travelling salesman problem

Gabriel Duflo, Emmanuel Kieffer, extbfG. Danoy, Pascal Bouvry

Collision Avoidance Effects on the Mobility of a UAV Swarm Using Chaotic Ant Colony with Model Predictive Control

Jan Dentler, Martin Rosalie, extbfG. Danoy, Pascal Bouvry, Somasundar Kannan, Miguel A. Olivares-Méndez, Holger Voos
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Automatic Software Tuning of Parallel Programs for Energy-Aware Executions

Sébastien Varrette, Frédéric Pinel, Emmanuel Kieffer, extbfG. Danoy, Pascal Bouvry
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A new modeling approach for the biobjective exact optimization of satellite payload configuration

Emmanuel Kieffer, extbfG. Danoy, Pascal Bouvry, Anass Nagih
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A Multilayer Low-Altitude Airspace Model for UAV Traffic Management

Nader S. Labib, extbfG. Danoy, Jedrzej Musial, Matthias R. Brust, Pascal Bouvry

A memory-based label propagation algorithm for community detection

A.M. Fiscarelli, M.R. Brust, extbfG. Danoy, P. Bouvry

A GP Hyper-Heuristic Approach for Generating TSP Heuristics

Gabriel Duflo, Emmanuel Kieffer, Matthias R. Brust, extbfG. Danoy, Pascal Bouvry

Visualizing the Template of a Chaotic Attractor

Maya Olszewski, Jeff Meder, Emmanuel Kieffer, Raphaël Bleuse, Martin Rosalie, extbfG. Danoy, Pascal Bouvry

Single and Multiobjective Evolutionary Algorithms for Clustering Biomedical Information with Unknown Number of Clusters

María Eugenia Curi, Lucía Carozzi, Renzo Massobrio, Sergio Nesmachnow, extbfG. Danoy, Marek Ostaszewski, Pascal Bouvry
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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, extbfG. Danoy, Pascal Bouvry, Sergei Grudinin
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Introduction to PDCO 2018

extbfG. Danoy, Didier El Baz, Vincent Boyer, Bernabé Dorronsoro
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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

Clustering approaches for visual knowledge exploration in molecular interaction networks

Marek Ostaszewski, Emmanuel Kieffer, extbfG. Danoy, Reinhard Schneider, Pascal Bouvry
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Chaos-enhanced mobility models for multilevel swarms of UAVs

Martin Rosalie, extbfG. Danoy, Serge Chaumette, Pascal Bouvry
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Bayesian optimization to enhance coverage performance of a swarm of UAV with chaotic dynamics

Emmanuel Kieffer, Martin Rosalie, extbfG. Danoy, Pascal Bouvry

A scalable parallel cooperative coevolutionary PSO algorithm for multi-objective optimization

Arash Atashpendar, Bernabé Dorronsoro, extbfG. Danoy, Pascal Bouvry
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A Memory-Based Label Propagation Algorithm for Community Detection

Antonio Maria Fiscarelli, Matthias R. Brust, extbfG. Danoy, Pascal Bouvry

A Competitive Approach for Bi-Level Co-Evolution

Emmanuel Kieffer, extbfG. Danoy, Pascal Bouvry, Anass Nagih
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Coverage Optimization with Connectivity Preservation for UAV Swarms Applying Chaotic Dynamics

M. Rosalie, M. R. Brust, extbfG. Danoy, S. Chaumette, P. Bouvry

Area exploration with a swarm of UAVs combining deterministic chaotic ant colony mobility with position MPC

M. Rosalie, J. E. Dentler, extbfG. Danoy, P. Bouvry, S. Kannan, M. A. Olivares-Mendez, H. Voos

Defending Against Intrusion of Malicious UAVs with Networked UAV Defense Swarms

Matthias R. Brust, extbfG. Danoy, Pascal Bouvry, Dren Gashi, Himadri Pathak, Mike P. Goncalves
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Chaotic Traversal (CHAT): Very Large Graphs Traversal Using Chaotic Dynamics

Boonyarit Changaival, Martin Rosalie, extbfG. Danoy, Kittichai Lavangnananda, Pascal Bouvry

ASIMUT Project: Aid to SItuation Management Based on MUltimodal, MUltiUAVs, MUltilevel Acquisition Techniques

Pascal Bouvry, Serge Chaumette, extbfG. 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, extbfG. Danoy, Pascal Bouvry, Anass Nagih

Using heterogeneous multilevel swarms of UAVs and high-level data fusion to support situation management in surveillance scenarios

Pascal Bouvry, Serge Chaumette, extbfG. Danoy, Gilles Guerrini, Gilles Jurquet, Achim Kuwertz, Wilmuth Muller, Martin Rosalie, Jennifer Sander
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UAV Multilevel Swarms for Situation Management

Martin Rosalie, extbfG. Danoy, Serge Chaumette, Pascal Bouvry

UAV Fleet Mobility Model with Multiple Pheromones for Tracking Moving Observation Targets

Christophe Atten, Loubna Channouf, extbfG. Danoy, Pascal Bouvry

Hybrid mobility model with pheromones for UAV detection task

Emmanuel Kieffer, extbfG. Danoy, Pascal Bouvry, Anass Nagih
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From Random Process to Chaotic Behavior in Swarms of UAVs

Martin Rosalie, extbfG. Danoy, Serge Chaumette, Pascal Bouvry
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Evolutionary Algorithms for the Inverse Protein Folding Problem

Sune Steinbjorn Nielsen, extbfG. Danoy, Wiktor Jurkowski, Roland Krause, Reinhard Schneider, El-Ghazali Talbi, Pascal Bouvry

A parallel cooperative coevolutionary SMPSO algorithm for multi-objective optimization

Arash Atashpendar, Bernabé Dorronsoro, extbfG. Danoy, Pascal Bouvry
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Preference-Based Genetic Algorithm for Solving the Bio-Inspired NK Landscape Benchmark

Christof Ferreira Torres, Sune S. Nielsen, extbfG. Danoy, Pascal Bouvry

Power Allocation in Multibeam Satellite Systems: A Two-Stage Multi-Objective Optimization

A.I. Aravanis, B. Shankar, Pantelis-Daniel Arapoglou, extbfG. Danoy., P. Cottis, B. Ottersten

Optimizing communication satellites payload configuration with exact approaches

Apostolos Stathakis, extbfG. Danoy, Pascal Bouvry, El-Ghazali Talbi, Gianluigi Morelli

NK Landscape Instances Mimicking the Protein Inverse Folding Problem Towards Future Benchmarks

Sune S. Nielsen, extbfG. Danoy, Pascal Bouvry, El-Ghazali Talbi
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Mitigating flash crowd effect using connected vehicle technology

Agata Grzybek, extbfG. Danoy, Pascal Bouvry, Marcin Seredynski
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Connectivity Stability in Autonomous Multi-level UAV Swarms for Wide Area Monitoring

extbfG. Danoy, Matthias R. Brust, Pascal Bouvry

An NK Landscape Based Model Mimicking the Protein Inverse Folding Problem

Sune S. Nielsen, extbfG. Danoy, El-Ghazali Talbi, Pascal Bouvry

Adopting trust and assurance as indicators for the reassignment of responsibilities in multi-agent systems

Benjamin Gâteau, Moussa Ouedraogo, Christophe Feltus, Guy Guemkam, extbfG. Danoy, Marcin Seredynski, Samee U. Khan, Djamel Khadraoui, Pascal Bouvry
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A Novel Multi-objectivisation Approach for Optimising the Protein Inverse Folding Problem

Sune S. Nielsen, extbfG. Danoy, Wiktor Jurkowski, Juan Luis Jimenez Laredo, Reinhard Schneider, El-Ghazali Talbi, Pascal Bouvry
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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, extbfG. Danoy, Pascal Bouvry
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Optimising small-world properties in VANETs: Centralised and distributed overlay approaches

Julien Schleich, extbfG. Danoy, Bernabé Dorronsoro, Pascal Bouvry
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Multi-objective evolutionary approach for the satellite payload power optimization problem

Emmanuel Kieffer, Apostolos Stathakis, extbfG. Danoy, Pascal Bouvry, El-Ghazali Talbi, Gianluigi Morelli
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Hybridisation Schemes for Communication Satellite Payload Configuration Optimisation

Apostolos Stathakis, extbfG. Danoy, El-Ghazali Talbi, Pascal Bouvry, Gianluigi Morelli

Evolutionary Algorithms for Mobile Ad hoc Networks

Bernabé Dorronsoro, Patricia Ruiz, extbfG. Danoy, Yoann Pign ́and Pascal Bouvry

Cooperative Selection: Improving Tournament Selection via Altruism

Juan Luís Jiménez Laredo, Sune S. Nielsen, extbfG. Danoy, Pascal Bouvry, Carlos M. Fernandes

Using data-flow analysis in MAS for power-aware HPC runs

S. Varrette, extbfG. Danoy, M. Guzek, P. Bouvry

Vehicular Mobility Model Optimization Using Cooperative Coevolutionary Genetic Algorithms

Sune S. Nielsen, extbfG. Danoy, Pascal Bouvry
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System Design and Implementation Decisions for ParaMoise Organizational Model

Mateusz Guzek, extbfG. Danoy, Pascal Bouvry
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ParaMoise: Increasing Capabilities of Parallel Execution and Reorganization in an Organizational Model

Mateusz Guzek, extbfG. Danoy, Pascal Bouvry
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Minimising Longest Path Length in Communication Satellite Payloads via Metaheuristics

Apostolos Stathakis, extbfG. Danoy, Julien Schleich, Pascal Bouvry, Gianluigi Morelli
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Evaluation of Dynamic Communities in Large-scale Vehicular Networks

Agata Grzybek, extbfG. Danoy, Marcin Seredynski, Pascal Bouvry
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An Overlay Approach for Optimising Small-World Properties in VANETs

Julien Schleich, extbfG. Danoy, Bernabé Dorronsoro, Pascal Bouvry
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Achieving super-linear performance in parallel multi-objective evolutionary algorithms by means of cooperative coevolution

Bernabé Dorronsoro, extbfG. Danoy, Antonio J. Nebro, Pascal Bouvry

Novel efficient asynchronous cooperative co-evolutionary multi-objective algorithms

S.S. Nielsen, B. Dorronsoro, extbfG. Danoy, P. Bouvry

The Necessity for Strong Reciprocators in Mobile Ad Hoc Networks

Marcin Seredynski, extbfG. Danoy, Pascal Bouvry

Satellite Payload Reconfiguration Optimisation: An ILP Model.

Apostolos Stathakis, extbfG. Danoy, Pascal Bouvry, Gianluigi Morelli

New State-of-the-art Results for Cassini2 Global Trajectory Optimization Problem

extbfG. Danoy, B. Dorronsoro, P. Bouvry

Generation of Realistic Traces for Vehicular Mobility Simulations

Agata Grzybek, extbfG. Danoy, Pascal Bouvry
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Generation of Realistic Mobility for VANETs Using Genetic Algorithms

Marcin Seredynski, extbfG. Danoy, Masoud Tabatabaei, Pascal Bouvry, Yoann Pigne

Evolutionary Algorithm Parameter Tuning with Sensitivity Analysis

Frédéric Pinel, extbfG. Danoy, Pascal Bouvry
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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, extbfG. Danoy, Pascal Bouvry

Multi-objective Cooperative Coevolutionary Evolutionary Algorithms for Continuous and Combinatorial Optimization

Bernabe Dorronsoro, extbfG. Danoy, Pascal Bouvry, Antonio J. Nebro

Energy-Efficient Computing using Agent-Based Multi-Objective Dynamic Optimization

Alexandru Adrian Tantar, extbfG. Danoy, Pascal Bouvry, Samee Khan

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, extbfG. Danoy, Pascal Bouvry, Samee U. Khan

Efficient Hierarchical Task Scheduling on GRIDS Accounting for Computation and Communications

Johnatan Pecero, Frederic Pinel, Bernabe Dorronsoro, extbf G. Danoy, Pascal Bouvry, Albert Zomaya

A vehicular mobility model based on real traffic counting data

Yoann Pigné, extbfG. 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, extbfG. Danoy, Pascal Bouvry, Hoai An Le Thi

A Platform for Realistic Online Vehicular Network Management

Yoann Pigne, extbfG. Danoy, Pascal Bouvry

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, extbfG. Danoy, Pascal Bouvry

A Multi-Agent Organizational Framework for Coevolutionary Optimization

extbfG. Danoy, Pascal Bouvry, Olivier Boissier

Towards Connectivity Improvement in VANETs using Bypass Links

Bernabe Dorronsoro, Patricia Ruiz, extbfG. Danoy, Pascal Bouvry, Lorenzo Tardon

Multi-objective Optimization for Information Sharing in Vehicular Ad Hoc Networks

extbfG. Danoy, Bernabé Dorronsoro, Pascal Bouvry, Franck Zimmer

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, extbfG. Danoy, Pascal Bouvry, An Le Thi Hoai

A Multi-Agent Organizational Model for Coevolutionary Optimization

extbfG. Danoy, Pascal Bouvry, Olivier Boissier

Optimal Interconnection of Ad Hoc Injection Networks

extbfG. Danoy, Enrique Alba, Pascal Bouvry
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Evaluation of Different Optimization Techniques in the Design of Ad Hoc Injection Networks

Bernabe Dorronsoro, extbfG. Danoy, Pascal Bouvry, Enrique Alba

A Context-Aware Broadcast Protocol for Mobile Wireless Networks

Luc Hogie, extbfG. Danoy, Pascal Bouvry, Frédéric Guinand

Coevolutionary genetic algorithms for Ad hoc injection networks design optimization

extbfG. Danoy., P. Bouvry, L. Hogie

Simulating Realistic Mobility Models for Large Heterogeneous MANETs

Luc Hogie, Pascal Bouvry, Frédéric Guinand, extbfG. Danoy, Enrique Alba

hLCGA: A Hybrid Competitive Coevolutionary Genetic Algorithm

extbfG. Danoy, Pascal Bouvry, Tomy Martins

Evaluations of Strategies for Co-Evolutionary Genetic Algorithms: dLCGA Case Study

extbfG. Danoy, Pascal Bouvry, Franciszek Seredynski

Un framework multi-agent pour algorithmes génétiques coévolutionnaires distribués

extbfG. Danoy, Pascal Bouvry, Olivier Boissier

Dafo, a multi-agent framework for decomposable functions optimization

extbfG. Danoy, Pascal Bouvry, Olivier Boissier

Agent-based optimization of business functions using coevolutionary algorithms: the distributed warehouse management case study

extbfG. Danoy, Pascal Bouvry, F. Seredynski

Agent-Based Optimization of Business Functions Using Coevolutionary Algorithms

extbfG. Danoy, Pascal Bouvry, Franciszek Seredynski