Nouredine Melab
Orcid: 0000-0003-1526-006XAffiliations:
- LIFL Lille, France
According to our database1,
Nouredine Melab
authored at least 146 papers
between 1996 and 2024.
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Bibliography
2024
Investigating surrogate-based hybrid acquisition processes. Application to Covid-19 contact mitigation.
Appl. Soft Comput., January, 2024
2023
Hidden-variables genetic algorithm for variable-size design space optimal layout problems with application to aerospace vehicles.
Eng. Appl. Artif. Intell., May, 2023
CoRR, 2023
Concurr. Comput. Pract. Exp., 2023
Two-Level Algorithm Combining Bayesian Optimization and Swarm Intelligence for Variable-Size Optimal Layout Problems.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
2022
Batch Acquisition for Parallel Bayesian Optimization - Application to Hydro-Energy Storage Systems Scheduling.
Algorithms, 2022
Proceedings of the Fifteenth International Symposium on Combinatorial Search, 2022
A performance-oriented comparative study of the Chapel high-productivity language to conventional programming environments.
Proceedings of the PMAM@PPoPP 2022: Proceedings of the Thirteenth International Workshop on Programming Models and Applications for Multicores and Manycores, Virtual Event / Seoul, Republic of Korea, April 2, 2022
Comparing Parallel Surrogate-Based and Surrogate-Free Multi-objective Optimization of COVID-19 Vaccines Allocation.
Proceedings of the Optimization and Learning - 5th International Conference, 2022
Parallel Bayesian Optimization for Optimal Scheduling of Underground Pumped Hydro-Energy Storage Systems.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022
Proceedings of the Workshop Proceedings of the 51st International Conference on Parallel Processing, 2022
Hybrid Acquisition Processes in Surrogate-Based Optimization. Application to Covid-19 Contact Reduction.
Proceedings of the Bioinspired Optimization Methods and Their Applications, 2022
Proceedings of the Swarm Intelligence - 13th International Conference, 2022
2020
Proceedings of the High-Performance Simulation-Based Optimization, 2020
A comparative study of high-productivity high-performance programming languages for parallel metaheuristics.
Swarm Evol. Comput., 2020
Parallel surrogate-assisted optimization: Batched Bayesian Neural Network-assisted GA versus q-EGO.
Swarm Evol. Comput., 2020
J. Comput. Sci., 2020
Future Gener. Comput. Syst., 2020
Evolution Control for parallel ANN-assisted simulation-based optimization application to Tuberculosis Transmission Control.
Future Gener. Comput. Syst., 2020
A computationally efficient Branch-and-Bound algorithm for the permutation flow-shop scheduling problem.
Eur. J. Oper. Res., 2020
Multi-fidelity modeling with different input domain definitions using Deep Gaussian Processes.
CoRR, 2020
2019
Surrogate-Assisted Optimization for Multi-stage Optimal Scheduling of Virtual Power Plants.
Proceedings of the 17th International Conference on High Performance Computing & Simulation, 2019
Proceedings of the 17th International Conference on High Performance Computing & Simulation, 2019
Productivity-Aware Design and Implementation of Distributed Tree-Based Search Algorithms.
Proceedings of the Computational Science - ICCS 2019, 2019
2018
J. Parallel Distributed Comput., 2018
Multi-core <i>versus</i> many-core computing for many-task Branch-and-Bound applied to big optimization problems.
Future Gener. Comput. Syst., 2018
Concurr. Comput. Pract. Exp., 2018
Dynamic Configuration of CUDA Runtime Variables for CDP-Based Divide-and-Conquer Algorithms.
Proceedings of the High Performance Computing for Computational Science - VECPAR 2018, 2018
An Adaptive Evolution Control based on Confident Regions for Surrogate-assisted Optimization.
Proceedings of the 2018 International Conference on High Performance Computing & Simulation, 2018
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
2017
Concurr. Comput. Pract. Exp., 2017
IVM-based parallel branch-and-bound using hierarchical work stealing on multi-GPU systems.
Concurr. Comput. Pract. Exp., 2017
Concurr. Comput. Pract. Exp., 2017
2016
Parallel Comput., 2016
Work stealing with private integer-vector-matrix data structure for multi-core branch-and-bound algorithms.
Concurr. Comput. Pract. Exp., 2016
Vectorization of local search for solving flow-shop scheduling problem on Xeon Phi™ MIC co-processors.
Proceedings of the International Conference on High Performance Computing & Simulation, 2016
Proceedings of the International Conference on High Performance Computing & Simulation, 2016
Proceedings of the Algorithms and Architectures for Parallel Processing, 2016
2015
J. Comput. Syst. Sci., 2015
Proceedings of the Parallel Processing and Applied Mathematics, 2015
Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium Workshop, 2015
Parallel Branch-and-Bound using private IVM-based work stealing on Xeon Phi MIC coprocessor.
Proceedings of the 2015 International Conference on High Performance Computing & Simulation, 2015
2014
FTH-B&B: A Fault-Tolerant HierarchicalBranch and Bound for Large ScaleUnreliable Environments.
IEEE Trans. Computers, 2014
A multi-start local search heuristic for an energy efficient VMs assignment on top of the OpenNebula cloud manager.
Future Gener. Comput. Syst., 2014
Graphics processing unit-accelerated bounding for branch-and-bound applied to a permutation problem using data access optimization.
Concurr. Comput. Pract. Exp., 2014
Clust. Comput., 2014
Work Stealing Strategies For Multi-Core Parallel Branch-and-Bound Algorithm Using Factorial Number System.
Proceedings of the 2014 PPOPP International Workshop on Programming Models and Applications for Multicores and Manycores, 2014
Proceedings of the 2014 IEEE 28th International Parallel and Distributed Processing Symposium, 2014
Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014
2013
IEEE Trans. Computers, 2013
Combining multi-core and GPU computing for solving combinatorial optimization problems.
J. Parallel Distributed Comput., 2013
Concurr. Comput. Pract. Exp., 2013
A Pareto-based metaheuristic for scheduling HPC applications on a geographically distributed cloud federation.
Clust. Comput., 2013
Adaptive Dynamic Load Balancing in Heterogeneous Multiple GPUs-CPUs Distributed Setting: Case Study of B&B Tree Search.
Proceedings of the Learning and Intelligent Optimization - 7th International Conference, 2013
Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013
Proceedings of the International Conference on Computational Science, 2013
Proceedings of the 10th IEEE International Conference on High Performance Computing and Communications & 2013 IEEE International Conference on Embedded and Ubiquitous Computing, 2013
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
A pareto-based genetic algorithm for optimized assignment of VM requests on a cloud brokering environment.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
2012
An adaptive hierarchical master-worker (AHMW) framework for grids - Application to B&B algorithms.
J. Parallel Distributed Comput., 2012
Int. J. Found. Comput. Sci., 2012
Future Gener. Comput. Syst., 2012
Parallelization Strategies for Hybrid Metaheuristics Using a Single GPU and Multi-core Resources.
Proceedings of the Parallel Problem Solving from Nature - PPSN XII, 2012
An energy-aware multi-start local search heuristic for scheduling VMs on the OpenNebula cloud distribution.
Proceedings of the 2012 International Conference on High Performance Computing & Simulation, 2012
An Adaptative Multi-GPU Based Branch-and-Bound. A Case Study: The Flow-Shop Scheduling Problem.
Proceedings of the 14th IEEE International Conference on High Performance Computing and Communication & 9th IEEE International Conference on Embedded Software and Systems, 2012
Proceedings of the 2012 IEEE International Conference on Cluster Computing, 2012
Proceedings of the 2012 IEEE International Conference on Cluster Computing, 2012
2011
Proceedings of the Intelligent Decision Systems in Large-Scale Distributed Environments, 2011
A parallel bi-objective hybrid metaheuristic for energy-aware scheduling for cloud computing systems.
J. Parallel Distributed Comput., 2011
Proceedings of the Parallel Processing and Applied Mathematics, 2011
Proceedings of the Learning and Intelligent Optimization - 5th International Conference, 2011
Proceedings of the Advances in Computational Intelligence, 2011
Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011
Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011
A pareto-based GA for scheduling HPC applications on distributed cloud infrastructures.
Proceedings of the 2011 International Conference on High Performance Computing & Simulation, 2011
A cooperative tree-based hybrid GA-B&B approach for solving challenging permutation-based problems.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
GPU-Based Approaches for Multiobjective Local Search Algorithms. A Case Study: The Flowshop Scheduling Problem.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2011
2010
Proceedings of the Parallel and Distributed Computational Intelligence, 2010
Parallel Process. Lett., 2010
Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010
A parallel island-based hybrid genetic algorithm for precedence-constrained applications to minimize energy consumption and makespan.
Proceedings of the 2010 11th IEEE/ACM International Conference on Grid Computing, 2010
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Local Search Algorithms on Graphics Processing Units. A Case Study: The Permutation Perceptron Problem.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2010
A bi-objective hybrid genetic algorithm to minimize energy consumption and makespan for precedence-constrained applications using dynamic voltage scaling.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
A GPU-based iterated tabu search for solving the quadratic 3-dimensional assignment problem.
Proceedings of the 8th ACS/IEEE International Conference on Computer Systems and Applications, 2010
2009
Proceedings of the Parallel Programming, Models and Applications in Grid and P2P Systems., 2009
Int. J. Grid Util. Comput., 2009
Int. J. Grid Util. Comput., 2009
A parallel hybrid genetic algorithm-simulated annealing for solving Q3AP on computational grid.
Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Local vs. global search strategies in evolutionary GRID-based conformational sampling & docking.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
2008
A grid-based genetic algorithm combined with an adaptive simulated annealing for protein structure prediction.
Soft Comput., 2008
The Influence of Mutation on Protein-Ligand Docking Optimization: A Locality Analysis.
Proceedings of the Parallel Problem Solving from Nature, 2008
Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008
An Efficient Hybrid P2P Approach for Non-redundant Tree Exploration in B&B Algorithms.
Proceedings of the Second International Conference on Complex, 2008
2007
Parallel Comput., 2007
Combining Metaheuristics and Exact Methods for Solving Exactly Multi-objective Problems on the Grid.
J. Math. Model. Algorithms, 2007
A parallel hybrid genetic algorithm for protein structure prediction on the computational grid.
Future Gener. Comput. Syst., 2007
Designing cellular networks using a parallel hybrid metaheuristic on the computational grid.
Comput. Commun., 2007
Proceedings of the 15th Euromicro International Conference on Parallel, 2007
A Comparative Study of Parallel Metaheuristics for Protein Structure Prediction on the Computational Grid.
Proceedings of the 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), 2007
A Grid-enabled Branch and Bound Algorithm for Solving Challenging Combinatorial Optimization Problems.
Proceedings of the 21th International Parallel and Distributed Processing Symposium (IPDPS 2007), 2007
Proceedings of the First International Conference on Complex, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Proceedings of the Seventh IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2007), 2007
Proceedings of the Grid Computing for Bioinformatics and Computational Biology, 2007
2006
Proceedings of the Parallel Evolutionary Computations, 2006
Parallel cooperative meta-heuristics on the computational grid.: A case study: the bi-objective Flow-Shop problem.
Parallel Comput., 2006
J. Parallel Distributed Comput., 2006
Int. J. High Perform. Comput. Appl., 2006
A parallel exact hybrid approach for solving multi-objective problems on the computational grid.
Proceedings of the 20th International Parallel and Distributed Processing Symposium (IPDPS 2006), 2006
Using the Multi-Start and Island Models for Parallel Multi-Objective Optimization on the Computational Grid.
Proceedings of the Second International Conference on e-Science and Grid Technologies (e-Science 2006), 2006
Solving the Protein Folding Problem with a Bicriterion Genetic Algorithm on the Grid.
Proceedings of the Sixth IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2006), 2006
2005
Proceedings of the Handbook of Bioinspired Algorithms and Applications., 2005
Proceedings of the Handbook of Bioinspired Algorithms and Applications., 2005
Proceedings of the 19th International Parallel and Distributed Processing Symposium (IPDPS 2005), 2005
Proceedings of the 6th IEEE/ACM International Conference on Grid Computing (GRID 2005), 2005
Proceedings of the Extraction des connaissances : Etat et perspectives (Ateliers de la conférence EGC'2005), 2005
Towards a Coordination Model for Parallel Cooperative P2P Multi-objective Optimization.
Proceedings of the Advances in Grid Computing, 2005
Proceedings of the 5th International Symposium on Cluster Computing and the Grid (CCGrid 2005), 2005
Proceedings of the 5th International Symposium on Cluster Computing and the Grid (CCGrid 2005), 2005
2004
Parallel Comput., 2004
ParadisEO: A Framework for the Reusable Design of Parallel and Distributed Metaheuristics.
J. Heuristics, 2004
2003
Proceedings of the 17th International Parallel and Distributed Processing Symposium (IPDPS 2003), 2003
Information grids: managing and mining semantic data in a grid infrastructure; open issues and application to geno-medical data.
Proceedings of the 14th International Workshop on Database and Expert Systems Applications (DEXA'03), 2003
Proceedings of the Artificial Evolution, 2003
2002
Proceedings of the 16th International Parallel and Distributed Processing Symposium (IPDPS 2002), 2002
2001
Ingénierie des Systèmes d Inf., 2001
Proceedings of the 1st IEEE International Workshop on Source Code Analysis and Manipulation (SCAM 2001), 2001
Proceedings of the 15th International Parallel & Distributed Processing Symposium (IPDPS-01), 2001
Proceedings of the 2001 International Conference on Software Maintenance, 2001
A Platform for Instrumentation-based Profiling of Distributed Bytecode Applications.
Proceedings of the ISCA 14th International Conference on Parallel and Distributed Computing Systems, 2001
On Implementing Information System and Databases Interoperability with XML.
Proceedings of the ISCA 14th International Conference on Parallel and Distributed Computing Systems, 2001
2000
Proceedings of the Database and Expert Systems Applications, 11th International Conference, 2000
Instrumentation-based profiling techniques.
Proceedings of the ISCA 15th International Conference Computers and Their Applications, 2000
1999
Proceedings of the 13th International Parallel Processing Symposium / 10th Symposium on Parallel and Distributed Processing (IPPS / SPDP '99), 1999
1996
An Adaptive Load Information Collection Policy.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 1996
Adaptive Load Balancing of Irregular Applications - A Case Study: IDA* Applied to the 15-Puzzle Problem.
Proceedings of the Parallel Algorithms for Irregularly Structured Problems, 1996