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Johann Dréo · SciRah

Researcher profile · Semantic Scholar

Johann Dréo

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Johann Dréo — researcher profile on SciRah

h-index: 18
Works: 56
Citations: 1,591

Most-cited papers

Metaheuristics for Hard Optimization: Methods and Case Studies
Johann Dréo, P. Siarry, A. Pétrowski, É. Taillard
2005486 citations
Semantic Scholar
Continuous interacting ant colony algorithm based on dense heterarchy
Johann Dréo, P. Siarry
2004Future generations computer systems187 citations
Semantic Scholar
A New Ant Colony Algorithm Using the Heterarchical Concept Aimed at Optimization of Multiminima Continuous Functions
Johann Dréo, P. Siarry
2002International Workshop on Ant Colony Optimization and Swarm Intelligence150 citations Open access
Semantic Scholar
Per instance algorithm configuration of CMA-ES with limited budget
Nacim Belkhir, Johann Dréo, P. Savéant, Marc Schoenauer
2017Annual Conference on Genetic and Evolutionary Computation87 citations
Semantic Scholar
Exploratory Landscape Analysis is Strongly Sensitive to the Sampling Strategy
Quentin Renau, C. Doerr, Johann Dréo, Benjamin Doerr
2020Parallel Problem Solving from Nature83 citations Open access
Semantic Scholar
Democratizing knowledge representation with BioCypher
Sebastian Lobentanzer, P. Aloy, Jan Baumbach, B. Bohár +28 more
2023Nature Biotechnology70 citations Open access
Semantic Scholar
An ant colony algorithm aimed at dynamic continuous optimization
Johann Dréo, P. Siarry
2006Applied Mathematics and Computation57 citations
Semantic Scholar
Towards Explainable Exploratory Landscape Analysis: Extreme Feature Selection for Classifying BBOB Functions
Quentin Renau, Johann Dréo, C. Doerr, Benjamin Doerr
2021EvoApplications43 citations Open access
Semantic Scholar
Operating Room Planning with Random Surgery Times
M. Lamiri, Johann Dréo, Xiaolan Xie
2007IEEE International Conference on Automation Science and Engineering42 citations
Semantic Scholar
Expressiveness and robustness of landscape features
Quentin Renau, Johann Dréo, C. Doerr, Benjamin Doerr
2019Annual Conference on Genetic and Evolutionary Computation40 citations Open access
Semantic Scholar
Paradiseo: from a modular framework for evolutionary computation to the automated design of metaheuristics: 22 years of Paradiseo
Johann Dréo, A. Liefooghe, S. Vérel, Marc Schoenauer +4 more
2021GECCO Companion31 citations Open access
Semantic Scholar
Feature Based Algorithm Configuration: A Case Study with Differential Evolution
Nacim Belkhir, Johann Dréo, P. Savéant, Marc Schoenauer
2016Parallel Problem Solving from Nature31 citations Open access
Semantic Scholar
Using performance fronts for parameter setting of stochastic metaheuristics
Johann Dréo
2009Annual Conference on Genetic and Evolutionary Computation29 citations
Semantic Scholar
Using the Empirical Attainment Function for Analyzing Single-Objective Black-Box Optimization Algorithms
Manuel López-Ibáñez, D. Vermetten, Johann Dréo, C. Doerr
2024IEEE Transactions on Evolutionary Computation25 citations Open access
Semantic Scholar
Line formation algorithm in a swarm of reactive robots constrained by underwater environment
Thomas Sousselier, Johann Dréo, M. Sevaux
2015Expert systems with applications23 citations
Semantic Scholar
Adaptive Learning Search, a New Tool to Help Comprehending Metaheuristics
Johann Dréo, Jean-Philippe Aumasson, Walid Tfaili, P. Siarry
2007Int. J. Artif. Intell. Tools21 citations
Semantic Scholar
Robust rigid registration of retinal angiograms through optimization
Johann Dréo, Jean-Claude Nunes, P. Siarry
2006Comput. Medical Imaging Graph.20 citations
Semantic Scholar
Hybrid Continuous Interacting Ant Colony aimed at Enhanced Global Optimization
Johann Dréo, P. Siarry
2007Algorithmic Operations Research18 citations
Semantic Scholar
Surrogate Assisted Feature Computation for Continuous Problems
Nacim Belkhir, Johann Dréo, P. Savéant, Marc Schoenauer
2016Learning and Intelligent Optimization17 citations Open access
Semantic Scholar
Fitting of an Ant Colony approach to Dynamic Optimization through a new set of test functions
Walid Tfaili, Johann Dréo, P. Siarry
200714 citations
Semantic Scholar
Towards large scale automated algorithm design by integrating modular benchmarking frameworks
Amine Aziz-Alaoui, C. Doerr, Johann Dréo
2021GECCO Companion13 citations Open access
Semantic Scholar
Making a case for (Hyper-)parameter tuning as benchmark problems
C. Doerr, Johann Dréo, P. Kerschke
2019Annual Conference on Genetic and Evolutionary Computation12 citations Open access
Semantic Scholar
Divide-and-Evolve: the Marriage of Descartes and Darwin
Johann Dréo, P. Savéant
201112 citations
Semantic Scholar
Multi-objective AI Planning: Evaluating DaE YAHSP on a Tunable Benchmark
M. Khouadjia, Marc Schoenauer, V. Vidal, Johann Dréo +1 more
2012International Conference on Evolutionary Multi-Criterion Optimization11 citations Open access
Semantic Scholar
Automatic Differentiation of Non-holonomic Fast Marching for Computing Most Threatening Trajectories Under Sensors Surveillance
J. Mirebeau, Johann Dréo
2017International Conference on Geometric Science of Information9 citations Open access
Semantic Scholar
Democratising Knowledge Representation with BioCypher
Sebastian Lobentanzer, P. Aloy, Jan Baumbach, B. Bohár +25 more
20228 citations
Semantic Scholar
Automated algorithm selection for radar network configuration
Quentin Renau, Johann Dréo, A. Peres, Y. Semet +2 more
2022Annual Conference on Genetic and Evolutionary Computation6 citations Open access
Semantic Scholar
Coupling the design of benchmark with algorithm in landscape-aware solver design
Johann Dréo, C. Doerr, Y. Semet
2019Annual Conference on Genetic and Evolutionary Computation6 citations Open access
Semantic Scholar
Parameter Setting for Multicore CMA-ES with Large Populations
Nacim Belkhir, Johann Dréo, P. Savéant, Marc Schoenauer
2015Artificial Evolution6 citations
Semantic Scholar
Stochastic Metaheuristics as Sampling Techniques using Swarm Intelligence
Johann Dréo, P. Siarry
20075 citations Open access
Semantic Scholar
Dynamic Optimization Through Continuous Interacting Ant Colony
Johann Dréo, P. Siarry
2004ANTS Workshop5 citations
Semantic Scholar
Parallel divide-and-evolve: experiments with OpenMP on a multicore machine
Caner Candan, Johann Dréo, P. Savéant, V. Vidal
2011Annual Conference on Genetic and Evolutionary Computation4 citations
Semantic Scholar
Exploratory Landscape Analysis Feature Values for the 24 Noiseless BBOB Functions
Quentin Renau, Johann Dréo, C. Doerr, Benjamin Doerr
20213 citations
Semantic Scholar
Applying MapReduce principle to high level information fusion
C. Laudy, Johann Dréo, Christophe Gouguenheim
2014Fusion3 citations
Semantic Scholar
Multi-objective AI Planning: Comparing Aggregation and Pareto Approaches
M. Khouadjia, Marc Schoenauer, V. Vidal, Johann Dréo +1 more
2013EvoCOP3 citations Open access
Semantic Scholar
Netted Multi-Function Radars Positioning and Modes Selection by Non-Holonomic Fast Marching Computation of Highest Threatening Trajectories & by CMA-ES Optimization
Johann Dréo, François Desquilbet, F. Barbaresco, J. Mirebeau
20192019 International Radar Conference (RADAR)2 citations Open access
Semantic Scholar
Partial differential equations and variational methods for geometric processing of images
Blanche Buet, J. Mirebeau, Y. van Gennip, François Desquilbet +5 more
2019SMAI Journal of Computational Mathematics2 citations Open access
Semantic Scholar
Metaheuristics for Continuous Variables. The Registration of Retinal Angiogram Images
Johann Dréo, Jean-Claude Nunes, P. Siarry
20102 citations
Semantic Scholar
Analyzing Single-objective Black-box Optimization Algorithms Using the Empirical Attainment Function
Manuel López-Ibáñez, D. Vermetten, Johann Dréo, C. Doerr
2025GECCO Companion1 citations Open access
Semantic Scholar
Ealain: A Camera Simulation Tool to Generate Instances for Multiple Classes of Optimisation Problem
Quentin Renau, Johann Dréo, E. Hart
2024GECCO Companion1 citations Open access
Semantic Scholar
MultiZenoTravel: a Tunable Benchmark for Multi-Objective Planning with Known Pareto Front
Alexandre Quemy, Marc Schoenauer, Johann Dréo
2023arXiv.org1 citations Open access
Semantic Scholar
Extensible Logging and Empirical Attainment Function for IOHexperimenter
Johann Dréo, Manuel López-Ibáñez
2021arXiv.org1 citations
Semantic Scholar
Solving Large MultiZenoTravel Benchmarks with Divide-and-Evolve
Alexandre Quemy, Marc Schoenauer, V. Vidal, Johann Dréo +1 more
2015Learning and Intelligent Optimization1 citations Open access
Semantic Scholar
Line formation algorithm in a self-organized swarm of micro-underwater unmanned vehicles
Thomas Sousselier, Johann Dréo, J. Brunet
2012IEEE International Conference on Robotics and Biomimetics1 citations
Semantic Scholar
AMETRINE: a humanitarian camp management system
F. Aligne, Johann Dréo, J. Mattioli
20091 citations Open access
Semantic Scholar
Retinal angiogram registration by estimation of distribution algorithm
Johann Dréo, Jean-Claude Nunes, Pierre Truchetet, P. Siarry
20061 citations Open access
Semantic Scholar
Abstracts and proceedings of
Z. Lipták, K. Sahlin, Gabriel Bathie, Jonas Ellert +67 more
1 citations
Semantic Scholar
Tackling Threatening behavior through a Semantic Approach
C. Laudy, S. Fossier, Johann Dréo
2022Fusion0 citations Open access
Semantic Scholar
Home Automatic differentiation of non-holonomic fast marching for computing most threatening trajectories under sensors surveillance 07 / 11 / 2017
Johann Dréo
20190 citations
Semantic Scholar
Generalized fast marching method for computing highest threatening trajectories with curvature constraints and detection ambiguities in distance and radial speed
F. Barbaresco, François Desquilbet, Johann Dréo, J. Mirebeau
20180 citations
Semantic Scholar

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