Adaptive Load Balancing of Irregular Applications - A Case Study: IDA* Applied to the 15-Puzzle Problem. - Nordine Melab; Nathalie Devesa; Marie-Paule Lecouffe; Bernard Toursel (IRREGULAR, 1996)

An Adaptive Load Information Collection Policy. - Nordine Melab; Marie-Paule Lecouffe; Nathalie Devesa; Bernard Toursel (PDPTA, 1996)

A Parallel Adaptive version of the Block-based Gauss-Jordan Algorithm. - Nordine Melab; El-Ghazali Talbi; Serge G. Petiton (IPPS/SPDP, 1999)

Instrumentation-based profiling techniques. - Nouredine Melab; Laurent Deruelle; Mourad Bouneffa (CATA, 2000)

A Change Impact Analysis Approach for CORBA-Based Federated Databases. - Laurent Deruelle; Mourad Bouneffa; Nordine Melab; Henri Basson; Gilles Goncalves; Jean-Christophe Nicolas (DEXA, 2000)

Parallel adaptive computing on meta-systems including NOWs. - Nordine Melab; El-Ghazali Talbi (Parallel Comput., 2000)

A Parallel Adaptive Gauss-Jordan Algorithm. - Nouredine Melab; El-Ghazali Talbi; Serge G. Petiton (J. Supercomput., 2000)

On Implementing Information System and Databases Interoperability with XML. - Mourad Bouneffa; Laurent Deruelle; Nouredine Melab (PDCS, 2001)

A Platform for Instrumentation-based Profiling of Distributed Bytecode Applications. - Nouredine Melab; Laurent Deruelle; Mourad Bouneffa (PDCS, 2001)

A Change Propagation Model and Platform for Multi-Database Applications. - Laurent Deruelle; Mourad Bouneffa; Nordine Melab; Henri Basson (ICSM, 2001)

A Parallel Genetic Algorithm for Rule Mining. - Nordine Melab; El-Ghazali Talbi (IPDPS, 2001)

Analysis and Manipulation of Distributed Multi-Language Software Code. - Laurent Deruelle; Nordine Melab; Mourad Bouneffa; Henri Basson (SCAM, 2001)

An expert system-based change propagation process for web sites maintenance. - Laurent Deruelle; Mourad Bouneffa; Nouredine Melab; Henri Basson (Ingénierie des Systèmes d Inf., 2001)

Parallel GA-Based Wrapper Feature Selection for Spectroscopic Data Mining. - Nordine Melab; Sébastien Cahon; El-Ghazali Talbi; Ludovic Duponchel (IPDPS, 2002)

ParaDisEO-Based Design of Parallel and Distributed Evolutionary Algorithms. - Sébastien Cahon; Nordine Melab; El-Ghazali Talbi; Marc Schoenauer (Artificial Evolution, 2003)

Information grids: managing and mining semantic data in a grid infrastructure; open issues and application to geno-medical data. - Lionel Brunie; Maryvonne Miquel; Jean-Marc Pierson; Anne Tchounikine; Clarisse Dhaenens; Nouredine Melab; El-Ghazali Talbi; Abdelkader Hameurlain; Franck Morvan (DEXA Workshops, 2003)

ParadisEO: A Framework for Parallel and Distributed Metaheuristics. - Sébastien Cahon; El-Ghazali Talbi; Nordine Melab (IPDPS, 2003)

ParadisEO: A Framework for the Reusable Design of Parallel and Distributed Metaheuristics. - Sébastien Cahon; Nordine Melab; El-Ghazali Talbi (J. Heuristics, 2004)

Building with ParadisEO reusable parallel and distributed evolutionary algorithms. - Sébastien Cahon; Nordine Melab; El-Ghazali Talbi (Parallel Comput., 2004)

An enabling framework for parallel optimization on the computational grid. - Sébastien Cahon; Nouredine Melab; El-Ghazali Talbi (CCGRID, 2005)

Grid for Geno-Medicine: a glimpse on the GGM project. - Jean-Marc Pierson; Lionel Brunie; Clarisse Dhaenens; Abdelkader Hameurlain; Nordine Melab; Maryvonne Miquel; Franck Morvan; El-Ghazali Talbi; Anne Tchounikine (CCGRID, 2005)

Towards a Coordination Model for Parallel Cooperative P2P Multi-objective Optimization. - Mohand-Said Mezmaz; Nouredine Melab; El-Ghazali Talbi (EGC, 2005)

Sélection d'attributs en fouille de données sur grilles. - Sébastien Cahon; Nouredine Melab; El-Ghazali Talbi (EGC (Ateliers), 2005)

Grid'5000: a large scale and highly reconfigurable grid experimental testbed. - Franck Cappello; Eddy Caron; Michel J. Daydé; Frédéric Desprez; Yvon Jégou; Pascale Vicat-Blanc Primet; Emmanuel Jeannot; Stéphane Lanteri; Julien Leduc; Nouredine Melab; Guillaume Mornet; Raymond Namyst; et al. (GRID, 2005)

Parallel Hybrid Multi-Objective Island Model in Peer-to-Peer Environment. - Nouredine Melab; Mohand-Said Mezmaz; El-Ghazali Talbi (IPDPS, 2005)

Frameworks for the Design of Reusable Parallel and Distributed Metaheuristics. - El-Ghazali Talbi; Nouredine Melab; Sébastien Cahon (Handbook of Bioinspired Algorithms and Applications, 2005)

Parallel Hybrid Multiobjective Metaheuristics on P2P Systems. - El-Ghazali Talbi; Nouredine Melab; Mohand-Said Mezmaz; B. Wei (Handbook of Bioinspired Algorithms and Applications, 2005)

Solving the Protein Folding Problem with a Bicriterion Genetic Algorithm on the Grid. - Alexandru-Adrian Tantar; Nouredine Melab; El-Ghazali Talbi; Bernard Toursel (CCGRID, 2006)

Using the Multi-Start and Island Models for Parallel Multi-Objective Optimization on the Computational Grid. - Mohand-Said Mezmaz; Nouredine Melab; El-Ghazali Talbi (e-Science, 2006)

A parallel exact hybrid approach for solving multi-objective problems on the computational grid. - Mohand-Said Mezmaz; Nouredine Melab; El-Ghazali Talbi (IPDPS, 2006)

Grid'5000: A Large Scale And Highly Reconfigurable Experimental Grid Testbed. - Raphael Bolze; Franck Cappello; Eddy Caron; Michel J. Daydé; Frédéric Desprez; Emmanuel Jeannot; Yvon Jégou; Stéphane Lanteri; Julien Leduc; Nouredine Melab; Guillaume Mornet; Raymond Namyst; et al. (Int. J. High Perform. Comput. Appl., 2006)

Grid computing for parallel bioinspired algorithms. - Nouredine Melab; Sébastien Cahon; El-Ghazali Talbi (J. Parallel Distributed Comput., 2006)

Parallel cooperative meta-heuristics on the computational grid.: A case study: the bi-objective Flow-Shop problem. - Nouredine Melab; Mohand-Said Mezmaz; El-Ghazali Talbi (Parallel Comput., 2006)

On Parallel Evolutionary Algorithms on the Computational Grid. - Nouredine Melab; El-Ghazali Talbi; Sébastien Cahon (Parallel Evolutionary Computations, 2006)

Molecular Docking Using Grid Computing. - Alexandru-Adrian Tantar; Nouredine Melab; El-Ghazali Talbi (Grid Computing for Bioinformatics and Computational Biology, 2007)

A Parallel P2P Branch-and-Bound Algorithm for Computational Grids. - Ahcène Bendjoudi; Nouredine Melab; El-Ghazali Talbi (CCGRID, 2007)

Grid-based evolutionary strategies applied to the conformational sampling problem. - Benjamin Parent; Alexandru-Adrian Tantar; Nouredine Melab; El-Ghazali Talbi; Dragos Horvath (IEEE Congress on Evolutionary Computation, 2007)

Parallel Branch and Bound on P2P Systems. - El-Ghazali Talbi; Ahcène Bendjoudi; Nouredine Melab (CISIS, 2007)

A Grid-enabled Branch and Bound Algorithm for Solving Challenging Combinatorial Optimization Problems. - Mohand-Said Mezmaz; Nouredine Melab; El-Ghazali Talbi (IPDPS, 2007)

A Comparative Study of Parallel Metaheuristics for Protein Structure Prediction on the Computational Grid. - Alexandru-Adrian Tantar; Nouredine Melab; El-Ghazali Talbi (IPDPS, 2007)

A Grid-based Parallel Approach of the Multi-Objective Branch and Bound. - Mohand-Said Mezmaz; Nouredine Melab; El-Ghazali Talbi (PDP, 2007)

Designing cellular networks using a parallel hybrid metaheuristic on the computational grid. - El-Ghazali Talbi; Sébastien Cahon; Nouredine Melab (Comput. Commun., 2007)

A parallel hybrid genetic algorithm for protein structure prediction on the computational grid. - Alexandru-Adrian Tantar; Nouredine Melab; El-Ghazali Talbi; Benjamin Parent; Dragos Horvath (Future Gener. Comput. Syst., 2007)

Combining Metaheuristics and Exact Methods for Solving Exactly Multi-objective Problems on the Grid. - Mohand-Said Mezmaz; Nouredine Melab; El-Ghazali Talbi (J. Math. Model. Algorithms, 2007)

An efficient load balancing strategy for grid-based branch and bound algorithm. - Mohand-Said Mezmaz; Nouredine Melab; El-Ghazali Talbi (Parallel Comput., 2007)

An Efficient Hybrid P2P Approach for Non-redundant Tree Exploration in B&B Algorithms. - Malika Mehdi; Mohand-Said Mezmaz; Nouredine Melab; El-Ghazali Talbi; Pascal Bouvry (CISIS, 2008)

The Impact of Local Search on Protein-Ligand Docking Optimization. - Jorge Tavares; Alexandru-Adrian Tantar; Nouredine Melab; El-Ghazali Talbi (HIS, 2008)

The Influence of Mutation on Protein-Ligand Docking Optimization: A Locality Analysis. - Jorge Tavares; Alexandru-Adrian Tantar; Nouredine Melab; El-Ghazali Talbi (PPSN, 2008)

A grid-based genetic algorithm combined with an adaptive simulated annealing for protein structure prediction. - Alexandru-Adrian Tantar; Nouredine Melab; El-Ghazali Talbi (Soft Comput., 2008)

Local vs. global search strategies in evolutionary GRID-based conformational sampling & docking. - Dragos Horvath; Lorraine Brillet; S. Roy; Sébastien Conilleau; Alexandru-Adrian Tantar; Jean-Charles Boisson; Nouredine Melab; El-Ghazali Talbi (IEEE Congress on Evolutionary Computation, 2009)

Interval island model initialization for permutation-based problems. - Malika Mehdi; Nouredine Melab; El-Ghazali Talbi; Pascal Bouvry (GECCO, 2009)

A parallel hybrid genetic algorithm-simulated annealing for solving Q3AP on computational grid. - Lakhdar Loukil; Malika Mehdi; Nouredine Melab; El-Ghazali Talbi; Pascal Bouvry (IPDPS, 2009)

P2P design and implementation of a parallel branch and bound algorithm for grids. - Ahcène Bendjoudi; Nouredine Melab; El-Ghazali Talbi (Int. J. Grid Util. Comput., 2009)

P2P computing for large tree exploration-based exact optimisation. - Malika Mehdi; Mohand-Said Mezmaz; Nouredine Melab; El-Ghazali Talbi; Pascal Bouvry (Int. J. Grid Util. Comput., 2009)

Landscape Analysis in Adaptive Metaheuristics for Grid Computing. - Emilia Tantar; Alexandru-Adrian Tantar; Nouredine Melab; El-Ghazali Talbi (Parallel Programming, Models and Applications in Grid and P2P Systems, 2009)

A GPU-based iterated tabu search for solving the quadratic 3-dimensional assignment problem. - Thé Van Luong; Lakhdar Loukil; Nouredine Melab; El-Ghazali Talbi (AICCSA, 2010)

Parallel hybrid evolutionary algorithms on GPU. - Thé Van Luong; Nouredine Melab; El-Ghazali Talbi (IEEE Congress on Evolutionary Computation, 2010)

Interval-based initialization method for permutation-based problems. - Malika Mehdi; Nouredine Melab; El-Ghazali Talbi; Pascal Bouvry (IEEE Congress on Evolutionary Computation, 2010)

A bi-objective hybrid genetic algorithm to minimize energy consumption and makespan for precedence-constrained applications using dynamic voltage scaling. - Mohand-Said Mezmaz; Young Choon Lee; Nouredine Melab; El-Ghazali Talbi; Albert Y. Zomaya (IEEE Congress on Evolutionary Computation, 2010)

Local Search Algorithms on Graphics Processing Units. A Case Study: The Permutation Perceptron Problem. - Thé Van Luong; Nouredine Melab; El-Ghazali Talbi (EvoCOP, 2010)

GPU-based island model for evolutionary algorithms. - Thé Van Luong; Nouredine Melab; El-Ghazali Talbi (GECCO, 2010)

A parallel island-based hybrid genetic algorithm for precedence-constrained applications to minimize energy consumption and makespan. - Mohand-Said Mezmaz; Yacine Kessaci; Young Choon Lee; Nouredine Melab; El-Ghazali Talbi; Albert Y. Zomaya; Daniel Tuyttens (GRID, 2010)

Large neighborhood local search optimization on graphics processing units. - Thé Van Luong; Nouredine Melab; El-Ghazali Talbi (IPDPS Workshops, 2010)

Neighborhood Structures for GPU-Based Local Search Algorithms. - Thé Van Luong; Nouredine Melab; El-Ghazali Talbi (Parallel Process. Lett., 2010)

A Grid-Based Hybrid Hierarchical Genetic Algorithm for Protein Structure Prediction. - Alexandru-Adrian Tantar; Nouredine Melab; El-Ghazali Talbi (Parallel and Distributed Computational Intelligence, 2010)

GPU-Based Approaches for Multiobjective Local Search Algorithms. A Case Study: The Flowshop Scheduling Problem. - Thé Van Luong; Nouredine Melab; El-Ghazali Talbi (EvoCOP, 2011)

A cooperative tree-based hybrid GA-B&B approach for solving challenging permutation-based problems. - Malika Mehdi; Jean-Claude Charr; Nouredine Melab; El-Ghazali Talbi; Pascal Bouvry (GECCO, 2011)

A pareto-based GA for scheduling HPC applications on distributed cloud infrastructures. - Yacine Kessaci; Nouredine Melab; El-Ghazali Talbi (HPCS, 2011)

Fault-Tolerant Mechanism for Hierarchical Branch and Bound Algorithm. - Ahcène Bendjoudi; Nouredine Melab; El-Ghazali Talbi (IPDPS Workshops, 2011)

Distributed B&B: A Pure Peer-to-Peer Approach. - Mathieu Djamaï; Bilel Derbel; Nouredine Melab (IPDPS Workshops, 2011)

Towards ParadisEO-MO-GPU: A Framework for GPU-Based Local Search Metaheuristics. - Nouredine Melab; Thé Van Luong; Karima Boufaras; El-Ghazali Talbi (IWANN (1), 2011)

GPU-Based Multi-start Local Search Algorithms. - Thé Van Luong; Nouredine Melab; El-Ghazali Talbi (LION, 2011)

Reducing Thread Divergence in GPU-Based B&B Applied to the Flow-Shop Problem. - Imen Chakroun; Ahcène Bendjoudi; Nouredine Melab (PPAM (1), 2011)

A parallel bi-objective hybrid metaheuristic for energy-aware scheduling for cloud computing systems. - Mohand-Said Mezmaz; Nouredine Melab; Yacine Kessaci; Young Choon Lee; El-Ghazali Talbi; Albert Y. Zomaya; Daniel Tuyttens (J. Parallel Distributed Comput., 2011)

Parallel Evolutionary Algorithms for Energy Aware Scheduling. - Yacine Kessaci; Mohand Mezmaz; Nouredine Melab; El-Ghazali Talbi; Daniel Tuyttens (Intelligent Decision Systems in Large-Scale Distributed Environments, 2011)

A GPU-accelerated Branch-and-Bound Algorithm for the Flow-Shop Scheduling Problem. - Nouredine Melab; Imen Chakroun; Mohand Mezmaz; Daniel Tuyttens (CLUSTER, 2012)

Overlay-Centric Load Balancing: Applications to UTS and B&B. - Trong-Tuan Vu; Bilel Derbel; Ali Asim; Ahcène Bendjoudi; Nouredine Melab (CLUSTER, 2012)

An Adaptative Multi-GPU Based Branch-and-Bound. A Case Study: The Flow-Shop Scheduling Problem. - Imen Chakroun; Nouredine Melab (HPCC-ICESS, 2012)

An energy-aware multi-start local search heuristic for scheduling VMs on the OpenNebula cloud distribution. - Yacine Kessaci; Nouredine Melab; El-Ghazali Talbi (HPCS, 2012)

Parallelization Strategies for Hybrid Metaheuristics Using a Single GPU and Multi-core Resources. - Thé Van Luong; Éric D. Taillard; Nouredine Melab; El-Ghazali Talbi (PPSN (2), 2012)

Hierarchical branch and bound algorithm for computational grids. - Ahcène Bendjoudi; Nouredine Melab; El-Ghazali Talbi (Future Gener. Comput. Syst., 2012)

Parallel Hybrid Genetic Algorithms for Solving Q3AP on Computational Grid. - Lakhdar Loukil; Malika Mehdi; Nouredine Melab; El-Ghazali Talbi; Pascal Bouvry (Int. J. Found. Comput. Sci., 2012)

An adaptive hierarchical master-worker (AHMW) framework for grids - Application to B&B algorithms. - Ahcène Bendjoudi; Nordine Melab; El-Ghazali Talbi (J. Parallel Distributed Comput., 2012)

A pareto-based genetic algorithm for optimized assignment of VM requests on a cloud brokering environment. - Yacine Kessaci; Nouredine Melab; El-Ghazali Talbi (IEEE Congress on Evolutionary Computation, 2013)

Cost minimization of service deployment in a multi-cloud environment. - Francois Legillon; Nouredine Melab; Didier Renard; El-Ghazali Talbi (IEEE Congress on Evolutionary Computation, 2013)

ParadisEO-MO-GPU: a framework for parallel GPU-based local search metaheuristics. - Nouredine Melab; Thé Van Luong; Karima Boufaras; El-Ghazali Talbi (GECCO, 2013)

Parallel B&B Algorithm for Hybrid Multi-core/GPU Architectures. - Ahcène Bendjoudi; Mehdi Chekini; Makhlouf Gharbi; Malika Mehdi; Karima Benatchba; Fatima Sitayeb-Benbouzid; Nouredine Melab (HPCC/EUC, 2013)

Operator-Level GPU-Accelerated Branch and Bound Algorithms. - Imen Chakroun; Nordine Melab (ICCS, 2013)

Cost Minimization of Service Deployment in a Public Cloud Environment. - Francois Legillon; Nouredine Melab; Didier Renard; El-Ghazali Talbi (IPDPS Workshops, 2013)

Adaptive Dynamic Load Balancing in Heterogeneous Multiple GPUs-CPUs Distributed Setting: Case Study of B&B Tree Search. - Trong-Tuan Vu; Bilel Derbel; Nouredine Melab (LION, 2013)

A Pareto-based metaheuristic for scheduling HPC applications on a geographically distributed cloud federation. - Yacine Kessaci; Nouredine Melab; El-Ghazali Talbi (Clust. Comput., 2013)

Reducing thread divergence in a GPU-accelerated branch-and-bound algorithm. - Imen Chakroun; Mohand-Said Mezmaz; Nouredine Melab; Ahcène Bendjoudi (Concurr. Comput. Pract. Exp., 2013)

Combining multi-core and GPU computing for solving combinatorial optimization problems. - Imen Chakroun; Nordine Melab; Mohand-Said Mezmaz; Daniel Tuyttens (J. Parallel Distributed Comput., 2013)

GPU Computing for Parallel Local Search Metaheuristic Algorithms. - Thé Van Luong; Nouredine Melab; El-Ghazali Talbi (IEEE Trans. Computers, 2013)

Multi-level and Multi-objective Survey on Cloud Scheduling. - Yacine Kessaci; Nouredine Melab; El-Ghazali Talbi (IPDPS Workshops, 2014)

A Multi-core Parallel Branch-and-Bound Algorithm Using Factorial Number System. - Mohand Mezmaz; Rudi Leroy; Nouredine Melab; Daniel Tuyttens (IPDPS, 2014)

Work Stealing Strategies For Multi-Core Parallel Branch-and-Bound Algorithm Using Factorial Number System. - Rudi Leroy; Mohand Mezmaz; Nouredine Melab; Daniel Tuyttens (PMAM, 2014)

Solving the three dimensional quadratic assignment problem on a computational grid. - Mohand Mezmaz; Malika Mehdi; Pascal Bouvry; Nordine Melab; El-Ghazali Talbi; Daniel Tuyttens (Clust. Comput., 2014)

Graphics processing unit-accelerated bounding for branch-and-bound applied to a permutation problem using data access optimization. - Nouredine Melab; Imen Chakroun; Ahcène Bendjoudi (Concurr. Comput. Pract. Exp., 2014)

A multi-start local search heuristic for an energy efficient VMs assignment on top of the OpenNebula cloud manager. - Yacine Kessaci; Nouredine Melab; El-Ghazali Talbi (Future Gener. Comput. Syst., 2014)

FTH-B&B: A Fault-Tolerant HierarchicalBranch and Bound for Large ScaleUnreliable Environments. - Ahcène Bendjoudi; Nouredine Melab; El-Ghazali Talbi (IEEE Trans. Computers, 2014)

Parallel Branch-and-Bound using private IVM-based work stealing on Xeon Phi MIC coprocessor. - Nouredine Melab; Rudi Leroy; Mohand Mezmaz; Daniel Tuyttens (HPCS, 2015)

A Multi-objective Evolutionary Algorithm for Cloud Platform Reconfiguration. - Francois Legillon; Nouredine Melab; Didier Renard; El-Ghazali Talbi (IPDPS Workshops, 2015)

IVM-Based Work Stealing for Parallel Branch-and-Bound on GPU. - Jan Gmys; Mohand Mezmaz; Nouredine Melab; Daniel Tuyttens (PPAM (1), 2015)

Towards a heterogeneous and adaptive parallel Branch-and-Bound algorithm. - Imen Chakroun; Nouredine Melab (J. Comput. Syst. Sci., 2015)

A GPU-Based Backtracking Algorithm for Permutation Combinatorial Problems. - Tiago Carneiro Pessoa; Jan Gmys; Nouredine Melab; Francisco Heron de Carvalho Junior; Daniel Tuyttens (ICA3PP, 2016)

HB&B@GRID: An heterogeneous grid-enabled Branch and Bound algorithm. - Imen Chakroun; Nouredine Melab (HPCS, 2016)

Vectorization of local search for solving flow-shop scheduling problem on Xeon Phi™ MIC co-processors. - Gautier Vaillant; Mohand Mezmaz; Daniel Tuyttens; Nouredine Melab (HPCS, 2016)

Work stealing with private integer-vector-matrix data structure for multi-core branch-and-bound algorithms. - Jan Gmys; Rudi Leroy; Mohand Mezmaz; Nouredine Melab; Daniel Tuyttens (Concurr. Comput. Pract. Exp., 2016)

A GPU-based Branch-and-Bound algorithm using Integer-Vector-Matrix data structure. - Jan Gmys; Mohand-Said Mezmaz; Nouredine Melab; Daniel Tuyttens (Parallel Comput., 2016)

Parallel multi-core hyper-heuristic GRASP to solve permutation flow-shop problem. - Ekaterina Alekseeva; Mohand Mezmaz; Daniel Tuyttens; Nouredine Melab (Concurr. Comput. Pract. Exp., 2017)

IVM-based parallel branch-and-bound using hierarchical work stealing on multi-GPU systems. - Jan Gmys; Mohand Mezmaz; Nouredine Melab; Daniel Tuyttens (Concurr. Comput. Pract. Exp., 2017)

Multi and many-core computing for parallel metaheuristics. - Nouredine Melab; Mohand Mezmaz (Concurr. Comput. Pract. Exp., 2017)

Efficient Global Optimization Using Deep Gaussian Processes. - Ali Hebbal; Loïc Brevault; Mathieu Balesdent; Ei-Ghazali Taibi; Nouredine Melab (CEC, 2018)

An Adaptive Evolution Control based on Confident Regions for Surrogate-assisted Optimization. - Guillaume Briffoteaux; Nouredine Melab; Mohand Mezmaz; Daniel Tuyttens (HPCS, 2018)

Dynamic Configuration of CUDA Runtime Variables for CDP-Based Divide-and-Conquer Algorithms. - Tiago Carneiro 001; Jan Gmys; Nouredine Melab; Francisco Heron de Carvalho Junior; Pedro Pedrosa Rebouças Filho; Daniel Tuyttens (VECPAR, 2018)

GPU-accelerated backtracking using CUDA Dynamic Parallelism. - Tiago Carneiro Pessoa; Jan Gmys; Francisco Heron de Carvalho Junior; Nouredine Melab; Daniel Tuyttens (Concurr. Comput. Pract. Exp., 2018)

Efficient Global Optimization using Deep Gaussian Processes. - Ali Hebbal; Loïc Brevault; Mathieu Balesdent; El-Ghazali Talbi; Nouredine Melab (CoRR, 2018)

Multi-core versus many-core computing for many-task Branch-and-Bound applied to big optimization problems. - Nouredine Melab; Jan Gmys; Mohand-Said Mezmaz; Daniel Tuyttens (Future Gener. Comput. Syst., 2018)

Parallel optimization using/for multi and many-core high performance computing. - Nouredine Melab; Albert Y. Zomaya; Imen Chakroun (J. Parallel Distributed Comput., 2018)

Productivity-Aware Design and Implementation of Distributed Tree-Based Search Algorithms. - Tiago Carneiro 001; Nouredine Melab (ICCS (1), 2019)

An Incremental Parallel PGAS-based Tree Search Algorithm. - Tiago Carneiro 001; Nouredine Melab (HPCS, 2019)

Surrogate-Assisted Optimization for Multi-stage Optimal Scheduling of Virtual Power Plants. - Maxime Gobert 002; Jan Gmys; Jean-François Toubeau; François Vallée; Nouredine Melab; Daniel Tuyttens (HPCS, 2019)

Bayesian Optimization using Deep Gaussian Processes. - Ali Hebbal; Loïc Brevault; Mathieu Balesdent; El-Ghazali Talbi; Nouredine Melab (CoRR, 2019)

Multi-fidelity modeling with different input domain definitions using Deep Gaussian Processes. - Ali Hebbal; Loïc Brevault; Mathieu Balesdent; El-Ghazali Talbi; Nouredine Melab (CoRR, 2020)

A computationally efficient Branch-and-Bound algorithm for the permutation flow-shop scheduling problem. - Jan Gmys; Mohand Mezmaz; Nouredine Melab; Daniel Tuyttens (Eur. J. Oper. Res., 2020)

Evolution Control for parallel ANN-assisted simulation-based optimization application to Tuberculosis Transmission Control. - Guillaume Briffoteaux; Romain Ragonnet; Mohand-Said Mezmaz; Nouredine Melab; Daniel Tuyttens (Future Gener. Comput. Syst., 2020)

Towards ultra-scale Branch-and-Bound using a high-productivity language. - Tiago Carneiro 001; Jan Gmys; Nouredine Melab; Daniel Tuyttens (Future Gener. Comput. Syst., 2020)

Synergy between parallel computing, optimization and simulation. - Nouredine Melab; Jan Gmys; Peter Korosec; Imen Chakroun (J. Comput. Sci., 2020)

Parallel surrogate-assisted optimization: Batched Bayesian Neural Network-assisted GA versus q-EGO. - Guillaume Briffoteaux; Maxime Gobert 002; Romain Ragonnet; Jan Gmys; Mohand Mezmaz; Nouredine Melab; Daniel Tuyttens (Swarm Evol. Comput., 2020)

A comparative study of high-productivity high-performance programming languages for parallel metaheuristics. - Jan Gmys; Tiago Carneiro 001; Nouredine Melab; El-Ghazali Talbi; Daniel Tuyttens (Swarm Evol. Comput., 2020)

Many-Core Branch-and-Bound for GPU Accelerators and MIC Coprocessors. - Nouredine Melab; Jan Gmys; Mohand Mezmaz; Daniel Tuyttens (High-Performance Simulation-Based Optimization, 2020)

Component Swarm Optimization Using Virtual Forces for Solving Layout Problems. - Juliette Gamot; Romain Wuilbercq; Mathieu Balesdent; Arnault Tremolet; Nouredine Melab; El-Ghazali Talbi (ANTS Conference, 2022)

Hybrid Acquisition Processes in Surrogate-Based Optimization. Application to Covid-19 Contact Reduction. - Guillaume Briffoteaux; Nouredine Melab; Mohand Mezmaz; Daniel Tuyttens (BIOMA, 2022)

Parallel Beam Search for Combinatorial Optimization. - Nikolaus Frohner; Jan Gmys; Nouredine Melab; Günther R. Raidl; El-Ghazali Talbi (ICPP Workshops, 2022)

A Local Search for Automatic Parameterization of Distributed Tree Search Algorithms. - Tiago Carneiro 001; Loizos Koutsantonis; Nouredine Melab; Emmanuel Kieffer; Pascal Bouvry (IPDPS Workshops, 2022)

Parallel Bayesian Optimization for Optimal Scheduling of Underground Pumped Hydro-Energy Storage Systems. - Maxime Gobert 002; Jan Gmys; Jean-François Toubeau; Nouredine Melab; Daniel Tuyttens; François Vallée (IPDPS Workshops, 2022)

Comparing Parallel Surrogate-Based and Surrogate-Free Multi-objective Optimization of COVID-19 Vaccines Allocation. - Guillaume Briffoteaux; Romain Ragonnet; Pierre Tomenko; Mohand Mezmaz; Nouredine Melab; Daniel Tuyttens (OLA, 2022)

A performance-oriented comparative study of the Chapel high-productivity language to conventional programming environments. - Guillaume Helbecque; Jan Gmys; Tiago Carneiro 001; Nouredine Melab; Pascal Bouvry (PMAM@PPoPP, 2022)

Parallel Beam Search for Combinatorial Optimization (Extended Abstract). - Nikolaus Frohner; Jan Gmys; Nouredine Melab; Günther R. Raidl; El-Ghazali Talbi (SOCS, 2022)

Batch Acquisition for Parallel Bayesian Optimization - Application to Hydro-Energy Storage Systems Scheduling. - Maxime Gobert 002; Jan Gmys; Jean-François Toubeau; Nouredine Melab; Daniel Tuyttens; François Vallée (Algorithms, 2022)

Two-Level Algorithm Combining Bayesian Optimization and Swarm Intelligence for Variable-Size Optimal Layout Problems. - Juliette Gamot; Mathieu Balesdent; Romain Wuilbercq; Arnault Tremolet; Nouredine Melab; El-Ghazali Talbi (GECCO Companion, 2023)

Parallel distributed productivity-aware tree-search using Chapel. - Guillaume Helbecque; Jan Gmys; Nouredine Melab; Tiago Carneiro 001; Pascal Bouvry (Concurr. Comput. Pract. Exp., 2023)

A Virtual-Force Based Swarm Algorithm for Balanced Circular Bin Packing Problems. - Juliette Gamot; Mathieu Balesdent; Romain Wuilbercq; Arnault Tremolet; Nouredine Melab; El-Ghazali Talbi (CoRR, 2023)

Hidden-variables genetic algorithm for variable-size design space optimal layout problems with application to aerospace vehicles. - Juliette Gamot; Mathieu Balesdent; Arnault Tremolet; Romain Wuilbercq; Nouredine Melab; El-Ghazali Talbi (Eng. Appl. Artif. Intell., 2023)

Investigating Portability in Chapel for Tree-Based Optimization on GPU-Powered Clusters. - Tiago Carneiro 001; Engin Kayraklioglu; Guillaume Helbecque; Nouredine Melab (Euro-Par (3), 2024)

A Chapel-Based Multi-GPU Branch-and-Bound Algorithm - Application to the Flowshop Scheduling Problem. - Guillaume Helbecque; Ezhilmathi Krishnasamy; Tiago Carneiro 001; Nouredine Melab; Pascal Bouvry (Euro-Par Workshops (1), 2024)

PGAS Data Structure for Unbalanced Tree-Based Algorithms at Scale. - Guillaume Helbecque; Tiago Carneiro 001; Nouredine Melab; Jan Gmys; Pascal Bouvry (ICCS (3), 2024)

GPU-Accelerated Tree-Search in Chapel Versus CUDA and HIP. - Guillaume Helbecque; Ezhilmathi Krishnasamy; Nouredine Melab; Pascal Bouvry (IPDPS (Workshops), 2024)

Observations in applying Bayesian versus evolutionary approaches and their hybrids in parallel time-constrained optimization. - Maxime Gobert 002; Guillaume Briffoteaux; Jan Gmys; Nouredine Melab; Daniel Tuyttens (Eng. Appl. Artif. Intell., 2024)

Investigating surrogate-based hybrid acquisition processes. Application to Covid-19 contact mitigation. - Guillaume Briffoteaux; Nouredine Melab; Mohand Mezmaz; Daniel Tuyttens (Appl. Soft Comput., 2024)

Performance and Portability in Multi-GPU Branch-and-Bound: Chapel Versus CUDA and HIP for Tree-Based Optimization. - Ivan Tagliaferro; Guillaume Helbecque; Ezhilmathi Krishnasamy; Nouredine Melab; Grégoire Danoy (IPDPS (Workshops), 2025)