Nouredine Melab

142 papers A 11B 15C 6Misc 3Journal 52Unranked 46

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Efficient and scalable branch-and-bound algorithm for exact qubit allocation. Future Gener. Comput. Syst. Jean-Philippe Valois, Guillaume Helbecque, Nouredine Melab
2025	J	`jnl`	A parallel memetic algorithm for qubit mapping on noisy intermediate-scale quantum machines. Eng. Appl. Artif. Intell. Jérôme Rouzé, Nouredine Melab, Jan Gmys, Daniel Tuyttens
2025	—	`conf`	Performance and Portability in Multi-GPU Branch-and-Bound: Chapel Versus CUDA and HIP for Tree-Based Optimization. IPDPS (Workshops) Ivan Tagliaferro, Guillaume Helbecque, Ezhilmathi Krishnasamy, Nouredine Melab, Grégoire Danoy
2025	J	`jnl`	Portable PGAS-Based GPU-Accelerated Branch-And-Bound Algorithms at Scale. Concurr. Comput. Pract. Exp. Guillaume Helbecque, Ezhilmathi Krishnasamy, Tiago Carneiro, Nouredine Melab, Pascal Bouvry
2024	—	`conf`	A Chapel-Based Multi-GPU Branch-and-Bound Algorithm - Application to the Flowshop Scheduling Problem. Euro-Par Workshops (1) Guillaume Helbecque, Ezhilmathi Krishnasamy, Tiago Carneiro, Nouredine Melab, Pascal Bouvry
2024	—	`conf`	A Parallel Genetic Algorithm for Qubit Mapping on Noisy Intermediate-Scale Quantum Machines. OLA Jérôme Rouzé, Nouredine Melab, Daniel Tuyttens
2024	—	`conf`	GPU-Accelerated Tree-Search in Chapel Versus CUDA and HIP. IPDPS (Workshops) Guillaume Helbecque, Ezhilmathi Krishnasamy, Nouredine Melab, Pascal Bouvry
2024	—	`conf`	Investigating Portability in Chapel for Tree-Based Optimization on GPU-Powered Clusters. Euro-Par (3) Tiago Carneiro, Engin Kayraklioglu, Guillaume Helbecque, Nouredine Melab
2024	J	`jnl`	Investigating surrogate-based hybrid acquisition processes. Application to Covid-19 contact mitigation. Appl. Soft Comput. Guillaume Briffoteaux, Nouredine Melab, Mohand Mezmaz, Daniel Tuyttens
2024	J	`jnl`	Observations in applying Bayesian versus evolutionary approaches and their hybrids in parallel time-constrained optimization. Eng. Appl. Artif. Intell. Maxime Gobert, Guillaume Briffoteaux, Jan Gmys, Nouredine Melab, Daniel Tuyttens
2024	—	`conf`	PGAS Data Structure for Unbalanced Tree-Based Algorithms at Scale. ICCS (3) Guillaume Helbecque, Tiago Carneiro, Nouredine Melab, Jan Gmys, Pascal Bouvry
2023	J	`jnl`	A Virtual-Force Based Swarm Algorithm for Balanced Circular Bin Packing Problems. CoRR Juliette Gamot, Mathieu Balesdent, Romain Wuilbercq, Arnault Tremolet, Nouredine Melab, El-Ghazali Talbi
2023	J	`jnl`	Hidden-variables genetic algorithm for variable-size design space optimal layout problems with application to aerospace vehicles. Eng. Appl. Artif. Intell. Juliette Gamot, Mathieu Balesdent, Arnault Tremolet, Romain Wuilbercq, Nouredine Melab, El-Ghazali Talbi
2023	J	`jnl`	Parallel distributed productivity-aware tree-search using Chapel. Concurr. Comput. Pract. Exp. Guillaume Helbecque, Jan Gmys, Nouredine Melab, Tiago Carneiro, Pascal Bouvry
2023	—	`conf`	Two-Level Algorithm Combining Bayesian Optimization and Swarm Intelligence for Variable-Size Optimal Layout Problems. GECCO Companion Juliette Gamot, Mathieu Balesdent, Romain Wuilbercq, Arnault Tremolet, Nouredine Melab, El-Ghazali Talbi
2022	—	`conf`	A Local Search for Automatic Parameterization of Distributed Tree Search Algorithms. IPDPS Workshops Tiago Carneiro, Loizos Koutsantonis, Nouredine Melab, Emmanuel Kieffer, Pascal Bouvry
2022	—	`conf`	A performance-oriented comparative study of the Chapel high-productivity language to conventional programming environments. PMAM@PPoPP Guillaume Helbecque, Jan Gmys, Tiago Carneiro, Nouredine Melab, Pascal Bouvry
2022	J	`jnl`	Batch Acquisition for Parallel Bayesian Optimization - Application to Hydro-Energy Storage Systems Scheduling. Algorithms Maxime Gobert, Jan Gmys, Jean-François Toubeau, Nouredine Melab, Daniel Tuyttens, François Vallée
2022	—	`conf`	Comparing Parallel Surrogate-Based and Surrogate-Free Multi-objective Optimization of COVID-19 Vaccines Allocation. OLA Guillaume Briffoteaux, Romain Ragonnet, Pierre Tomenko, Mohand Mezmaz, Nouredine Melab, Daniel Tuyttens
2022	—	`conf`	Component Swarm Optimization Using Virtual Forces for Solving Layout Problems. ANTS Conference Juliette Gamot, Romain Wuilbercq, Mathieu Balesdent, Arnault Tremolet, Nouredine Melab, El-Ghazali Talbi
2022	J	`jnl`	Hidden-Variables Genetic Algorithm for Variable-Size Design Space Optimal Layout Problems with Application to Aerospace Vehicles. CoRR Juliette Gamot, Mathieu Balesdent, Arnault Tremolet, Romain Wuilbercq, Nouredine Melab, El-Ghazali Talbi
2022	—	`conf`	Hybrid Acquisition Processes in Surrogate-Based Optimization. Application to Covid-19 Contact Reduction. BIOMA Guillaume Briffoteaux, Nouredine Melab, Mohand Mezmaz, Daniel Tuyttens
2022	—	`conf`	Parallel Bayesian Optimization for Optimal Scheduling of Underground Pumped Hydro-Energy Storage Systems. IPDPS Workshops Maxime Gobert, Jan Gmys, Jean-François Toubeau, Nouredine Melab, Daniel Tuyttens, François Vallée
2022	B	`conf`	Parallel Beam Search for Combinatorial Optimization (Extended Abstract). SOCS Nikolaus Frohner, Jan Gmys, Nouredine Melab, Günther R. Raidl, El-Ghazali Talbi
2022	—	`conf`	Parallel Beam Search for Combinatorial Optimization. ICPP Workshops Nikolaus Frohner, Jan Gmys, Nouredine Melab, Günther R. Raidl, El-Ghazali Talbi
2020	J	`jnl`	A comparative study of high-productivity high-performance programming languages for parallel metaheuristics. Swarm Evol. Comput. Jan Gmys, Tiago Carneiro, Nouredine Melab, El-Ghazali Talbi, Daniel Tuyttens
2020	J	`jnl`	A computationally efficient Branch-and-Bound algorithm for the permutation flow-shop scheduling problem. Eur. J. Oper. Res. Jan Gmys, Mohand Mezmaz, Nouredine Melab, Daniel Tuyttens
2020	J	`jnl`	Evolution Control for parallel ANN-assisted simulation-based optimization application to Tuberculosis Transmission Control. Future Gener. Comput. Syst. Guillaume Briffoteaux, Romain Ragonnet, Mohand-Said Mezmaz, Nouredine Melab, Daniel Tuyttens
2020	—	`ch.`	Many-Core Branch-and-Bound for GPU Accelerators and MIC Coprocessors. High-Performance Simulation-Based Optimization Nouredine Melab, Jan Gmys, Mohand Mezmaz, Daniel Tuyttens
2020	J	`jnl`	Multi-fidelity modeling with different input domain definitions using Deep Gaussian Processes. CoRR Ali Hebbal, Loïc Brevault, Mathieu Balesdent, El-Ghazali Talbi, Nouredine Melab
2020	J	`jnl`	Parallel surrogate-assisted optimization: Batched Bayesian Neural Network-assisted GA versus q-EGO. Swarm Evol. Comput. Guillaume Briffoteaux, Maxime Gobert, Romain Ragonnet, Jan Gmys, Mohand Mezmaz, Nouredine Melab, Daniel Tuyttens
2020	J	`jnl`	Synergy between parallel computing, optimization and simulation. J. Comput. Sci. Nouredine Melab, Jan Gmys, Peter Korosec, Imen Chakroun
2020	J	`jnl`	Towards ultra-scale Branch-and-Bound using a high-productivity language. Future Gener. Comput. Syst. Tiago Carneiro, Jan Gmys, Nouredine Melab, Daniel Tuyttens
2019	—	`conf`	An Incremental Parallel PGAS-based Tree Search Algorithm. HPCS Tiago Carneiro, Nouredine Melab
2019	J	`jnl`	Bayesian Optimization using Deep Gaussian Processes. CoRR Ali Hebbal, Loïc Brevault, Mathieu Balesdent, El-Ghazali Talbi, Nouredine Melab
2019	—	`conf`	Productivity-Aware Design and Implementation of Distributed Tree-Based Search Algorithms. ICCS (1) Tiago Carneiro, Nouredine Melab
2019	—	`conf`	Surrogate-Assisted Optimization for Multi-stage Optimal Scheduling of Virtual Power Plants. HPCS Maxime Gobert, Jan Gmys, Jean-François Toubeau, François Vallée, Nouredine Melab, Daniel Tuyttens
2018	—	`conf`	An Adaptive Evolution Control based on Confident Regions for Surrogate-assisted Optimization. HPCS Guillaume Briffoteaux, Nouredine Melab, Mohand Mezmaz, Daniel Tuyttens
2018	—	`ed.`	Bioinspired Optimization Methods and Their Applications - 8th International Conference, BIOMA 2018, Paris, France, May 16-18, 2018, Proceedings BIOMA Peter Korosec, Nouredine Melab, El-Ghazali Talbi
2018	—	`conf`	Dynamic Configuration of CUDA Runtime Variables for CDP-Based Divide-and-Conquer Algorithms. VECPAR Tiago Carneiro, Jan Gmys, Nouredine Melab, Francisco Heron de Carvalho Junior, Pedro Pedrosa Rebouças Filho, Daniel Tuyttens
2018	B	`conf`	Efficient Global Optimization Using Deep Gaussian Processes. CEC Ali Hebbal, Loïc Brevault, Mathieu Balesdent, Ei-Ghazali Taibi, Nouredine Melab
2018	J	`jnl`	Efficient Global Optimization using Deep Gaussian Processes. CoRR Ali Hebbal, Loïc Brevault, Mathieu Balesdent, El-Ghazali Talbi, Nouredine Melab
2018	J	`jnl`	GPU-accelerated backtracking using CUDA Dynamic Parallelism. Concurr. Comput. Pract. Exp. Tiago Carneiro Pessoa, Jan Gmys, Francisco Heron de Carvalho Junior, Nouredine Melab, Daniel Tuyttens
2018	J	`jnl`	Multi-core Future Gener. Comput. Syst. Nouredine Melab, Jan Gmys, Mohand-Said Mezmaz, Daniel Tuyttens
2018	J	`jnl`	Parallel optimization using/for multi and many-core high performance computing. J. Parallel Distributed Comput. Nouredine Melab, Albert Y. Zomaya, Imen Chakroun
2017	J	`jnl`	IVM-based parallel branch-and-bound using hierarchical work stealing on multi-GPU systems. Concurr. Comput. Pract. Exp. Jan Gmys, Mohand Mezmaz, Nouredine Melab, Daniel Tuyttens
2017	J	`jnl`	Multi and many-core computing for parallel metaheuristics. Concurr. Comput. Pract. Exp. Nouredine Melab, Mohand Mezmaz
2017	J	`jnl`	Parallel multi-core hyper-heuristic GRASP to solve permutation flow-shop problem. Concurr. Comput. Pract. Exp. Ekaterina Alekseeva, Mohand Mezmaz, Daniel Tuyttens, Nouredine Melab
2016	C	`conf`	A GPU-Based Backtracking Algorithm for Permutation Combinatorial Problems. ICA3PP Tiago Carneiro Pessoa, Jan Gmys, Nouredine Melab, Francisco Heron de Carvalho Junior, Daniel Tuyttens
2016	J	`jnl`	A GPU-based Branch-and-Bound algorithm using Integer-Vector-Matrix data structure. Parallel Comput. Jan Gmys, Mohand-Said Mezmaz, Nouredine Melab, Daniel Tuyttens
2016	—	`conf`	HB&B@GRID: An heterogeneous grid-enabled Branch and Bound algorithm. HPCS Imen Chakroun, Nouredine Melab
2016	—	`conf`	Vectorization of local search for solving flow-shop scheduling problem on Xeon Phi™ MIC co-processors. HPCS Gautier Vaillant, Mohand Mezmaz, Daniel Tuyttens, Nouredine Melab
2016	J	`jnl`	Work stealing with private integer-vector-matrix data structure for multi-core branch-and-bound algorithms. Concurr. Comput. Pract. Exp. Jan Gmys, Rudi Leroy, Mohand Mezmaz, Nouredine Melab, Daniel Tuyttens
2015	—	`conf`	A Multi-objective Evolutionary Algorithm for Cloud Platform Reconfiguration. IPDPS Workshops Francois Legillon, Nouredine Melab, Didier Renard, El-Ghazali Talbi
2015	—	`conf`	IVM-Based Work Stealing for Parallel Branch-and-Bound on GPU. PPAM (1) Jan Gmys, Mohand Mezmaz, Nouredine Melab, Daniel Tuyttens
2015	—	`conf`	Parallel Branch-and-Bound using private IVM-based work stealing on Xeon Phi MIC coprocessor. HPCS Nouredine Melab, Rudi Leroy, Mohand Mezmaz, Daniel Tuyttens
2015	J	`jnl`	Towards a heterogeneous and adaptive parallel Branch-and-Bound algorithm. J. Comput. Syst. Sci. Imen Chakroun, Nouredine Melab
2014	A	`conf`	A Multi-core Parallel Branch-and-Bound Algorithm Using Factorial Number System. IPDPS Mohand Mezmaz, Rudi Leroy, Nouredine Melab, Daniel Tuyttens
2014	J	`jnl`	A multi-start local search heuristic for an energy efficient VMs assignment on top of the OpenNebula cloud manager. Future Gener. Comput. Syst. Yacine Kessaci, Nouredine Melab, El-Ghazali Talbi
2014	J	`jnl`	FTH-B&B: A Fault-Tolerant HierarchicalBranch and Bound for Large ScaleUnreliable Environments. IEEE Trans. Computers Ahcène Bendjoudi, Nouredine Melab, El-Ghazali Talbi
2014	J	`jnl`	Graphics processing unit-accelerated bounding for branch-and-bound applied to a permutation problem using data access optimization. Concurr. Comput. Pract. Exp. Nouredine Melab, Imen Chakroun, Ahcène Bendjoudi
2014	—	`conf`	Multi-level and Multi-objective Survey on Cloud Scheduling. IPDPS Workshops Yacine Kessaci, Nouredine Melab, El-Ghazali Talbi
2014	—	`conf`	Work Stealing Strategies For Multi-Core Parallel Branch-and-Bound Algorithm Using Factorial Number System. PMAM Rudi Leroy, Mohand Mezmaz, Nouredine Melab, Daniel Tuyttens
2013	J	`jnl`	A Pareto-based metaheuristic for scheduling HPC applications on a geographically distributed cloud federation. Clust. Comput. Yacine Kessaci, Nouredine Melab, El-Ghazali Talbi
2013	B	`conf`	A pareto-based genetic algorithm for optimized assignment of VM requests on a cloud brokering environment. IEEE Congress on Evolutionary Computation Yacine Kessaci, Nouredine Melab, El-Ghazali Talbi
2013	—	`conf`	Adaptive Dynamic Load Balancing in Heterogeneous Multiple GPUs-CPUs Distributed Setting: Case Study of B&B Tree Search. LION Trong-Tuan Vu, Bilel Derbel, Nouredine Melab
2013	—	`conf`	Cost Minimization of Service Deployment in a Public Cloud Environment. IPDPS Workshops Francois Legillon, Nouredine Melab, Didier Renard, El-Ghazali Talbi
2013	B	`conf`	Cost minimization of service deployment in a multi-cloud environment. IEEE Congress on Evolutionary Computation Francois Legillon, Nouredine Melab, Didier Renard, El-Ghazali Talbi
2013	J	`jnl`	GPU Computing for Parallel Local Search Metaheuristic Algorithms. IEEE Trans. Computers Thé Van Luong, Nouredine Melab, El-Ghazali Talbi
2013	A	`conf`	ParadisEO-MO-GPU: a framework for parallel GPU-based local search metaheuristics. GECCO Nouredine Melab, Thé Van Luong, Karima Boufaras, El-Ghazali Talbi
2013	—	`conf`	Parallel B&B Algorithm for Hybrid Multi-core/GPU Architectures. HPCC/EUC Ahcène Bendjoudi, Mehdi Chekini, Makhlouf Gharbi, Malika Mehdi, Karima Benatchba, Fatima Sitayeb-Benbouzid, Nouredine Melab
2013	J	`jnl`	Reducing thread divergence in a GPU-accelerated branch-and-bound algorithm. Concurr. Comput. Pract. Exp. Imen Chakroun, Mohand-Said Mezmaz, Nouredine Melab, Ahcène Bendjoudi
2012	J	`jnl`	A GPU-accelerated Branch-and-Bound Algorithm for the Flow-Shop Scheduling Problem CoRR Nouredine Melab, Imen Chakroun, Mohand-Said Mezmaz, Daniel Tuyttens
2012	C	`conf`	A GPU-accelerated Branch-and-Bound Algorithm for the Flow-Shop Scheduling Problem. CLUSTER Nouredine Melab, Imen Chakroun, Mohand Mezmaz, Daniel Tuyttens
2012	—	`conf`	An Adaptative Multi-GPU Based Branch-and-Bound. A Case Study: The Flow-Shop Scheduling Problem. HPCC-ICESS Imen Chakroun, Nouredine Melab
2012	J	`jnl`	An Adaptative Multi-GPU based Branch-and-Bound. A Case Study: the Flow-Shop Scheduling Problem CoRR Imen Chakroun, Nouredine Melab
2012	—	`conf`	An energy-aware multi-start local search heuristic for scheduling VMs on the OpenNebula cloud distribution. HPCS Yacine Kessaci, Nouredine Melab, El-Ghazali Talbi
2012	J	`jnl`	Hierarchical branch and bound algorithm for computational grids. Future Gener. Comput. Syst. Ahcène Bendjoudi, Nouredine Melab, El-Ghazali Talbi
2012	C	`conf`	Overlay-Centric Load Balancing: Applications to UTS and B&B. CLUSTER Trong-Tuan Vu, Bilel Derbel, Ali Asim, Ahcène Bendjoudi, Nouredine Melab
2012	J	`jnl`	Parallel Hybrid Genetic Algorithms for Solving Q3AP on Computational Grid. Int. J. Found. Comput. Sci. Lakhdar Loukil, Malika Mehdi, Nouredine Melab, El-Ghazali Talbi, Pascal Bouvry
2012	—	`conf`	Parallelization Strategies for Hybrid Metaheuristics Using a Single GPU and Multi-core Resources. PPSN (2) Thé Van Luong, Éric D. Taillard, Nouredine Melab, El-Ghazali Talbi
2011	A	`conf`	A cooperative tree-based hybrid GA-B&B approach for solving challenging permutation-based problems. GECCO Malika Mehdi, Jean-Claude Charr, Nouredine Melab, El-Ghazali Talbi, Pascal Bouvry
2011	J	`jnl`	A parallel bi-objective hybrid metaheuristic for energy-aware scheduling for cloud computing systems. J. Parallel Distributed Comput. Mohand-Said Mezmaz, Nouredine Melab, Yacine Kessaci, Young Choon Lee, El-Ghazali Talbi, Albert Y. Zomaya, Daniel Tuyttens
2011	—	`conf`	A pareto-based GA for scheduling HPC applications on distributed cloud infrastructures. HPCS Yacine Kessaci, Nouredine Melab, El-Ghazali Talbi
2011	—	`conf`	Distributed B&B: A Pure Peer-to-Peer Approach. IPDPS Workshops Mathieu Djamaï, Bilel Derbel, Nouredine Melab
2011	—	`conf`	Fault-Tolerant Mechanism for Hierarchical Branch and Bound Algorithm. IPDPS Workshops Ahcène Bendjoudi, Nouredine Melab, El-Ghazali Talbi
2011	B	`conf`	GPU-Based Approaches for Multiobjective Local Search Algorithms. A Case Study: The Flowshop Scheduling Problem. EvoCOP Thé Van Luong, Nouredine Melab, El-Ghazali Talbi
2011	—	`conf`	GPU-Based Multi-start Local Search Algorithms. LION Thé Van Luong, Nouredine Melab, El-Ghazali Talbi
2011	—	`ch.`	Parallel Evolutionary Algorithms for Energy Aware Scheduling. Intelligent Decision Systems in Large-Scale Distributed Environments Yacine Kessaci, Mohand Mezmaz, Nouredine Melab, El-Ghazali Talbi, Daniel Tuyttens
2011	—	`conf`	Reducing Thread Divergence in GPU-Based B&B Applied to the Flow-Shop Problem. PPAM (1) Imen Chakroun, Ahcène Bendjoudi, Nouredine Melab
2011	—	`conf`	Towards ParadisEO-MO-GPU: A Framework for GPU-Based Local Search Metaheuristics. IWANN (1) Nouredine Melab, Thé Van Luong, Karima Boufaras, El-Ghazali Talbi
2010	C	`conf`	A GPU-based iterated tabu search for solving the quadratic 3-dimensional assignment problem. AICCSA Thé Van Luong, Lakhdar Loukil, Nouredine Melab, El-Ghazali Talbi
2010	—	`ch.`	A Grid-Based Hybrid Hierarchical Genetic Algorithm for Protein Structure Prediction. Parallel and Distributed Computational Intelligence Alexandru-Adrian Tantar, Nouredine Melab, El-Ghazali Talbi
2010	B	`conf`	A bi-objective hybrid genetic algorithm to minimize energy consumption and makespan for precedence-constrained applications using dynamic voltage scaling. IEEE Congress on Evolutionary Computation Mohand-Said Mezmaz, Young Choon Lee, Nouredine Melab, El-Ghazali Talbi, Albert Y. Zomaya
2010	—	`conf`	A parallel island-based hybrid genetic algorithm for precedence-constrained applications to minimize energy consumption and makespan. GRID Mohand-Said Mezmaz, Yacine Kessaci, Young Choon Lee, Nouredine Melab, El-Ghazali Talbi, Albert Y. Zomaya, Daniel Tuyttens
2010	A	`conf`	GPU-based island model for evolutionary algorithms. GECCO Thé Van Luong, Nouredine Melab, El-Ghazali Talbi
2010	B	`conf`	Interval-based initialization method for permutation-based problems. IEEE Congress on Evolutionary Computation Malika Mehdi, Nouredine Melab, El-Ghazali Talbi, Pascal Bouvry
2010	—	`conf`	Large neighborhood local search optimization on graphics processing units. IPDPS Workshops Thé Van Luong, Nouredine Melab, El-Ghazali Talbi
2010	B	`conf`	Local Search Algorithms on Graphics Processing Units. A Case Study: The Permutation Perceptron Problem. EvoCOP Thé Van Luong, Nouredine Melab, El-Ghazali Talbi
2010	J	`jnl`	Neighborhood Structures for GPU-Based Local Search Algorithms. Parallel Process. Lett. Thé Van Luong, Nouredine Melab, El-Ghazali Talbi
2010	B	`conf`	Parallel hybrid evolutionary algorithms on GPU. IEEE Congress on Evolutionary Computation Thé Van Luong, Nouredine Melab, El-Ghazali Talbi
2009	A	`conf`	A parallel hybrid genetic algorithm-simulated annealing for solving Q3AP on computational grid. IPDPS Lakhdar Loukil, Malika Mehdi, Nouredine Melab, El-Ghazali Talbi, Pascal Bouvry
2009	A	`conf`	Interval island model initialization for permutation-based problems. GECCO Malika Mehdi, Nouredine Melab, El-Ghazali Talbi, Pascal Bouvry
2009	—	`ch.`	Landscape Analysis in Adaptive Metaheuristics for Grid Computing. Parallel Programming, Models and Applications in Grid and P2P Systems Emilia Tantar, Alexandru-Adrian Tantar, Nouredine Melab, El-Ghazali Talbi
2009	B	`conf`	Local vs. global search strategies in evolutionary GRID-based conformational sampling & docking. IEEE Congress on Evolutionary Computation Dragos Horvath, Lorraine Brillet, S. Roy, Sébastien Conilleau, Alexandru-Adrian Tantar, Jean-Charles Boisson, Nouredine Melab, El-Ghazali Talbi
2009	J	`jnl`	P2P computing for large tree exploration-based exact optimisation. Int. J. Grid Util. Comput. Malika Mehdi, Mohand-Said Mezmaz, Nouredine Melab, El-Ghazali Talbi, Pascal Bouvry
2009	J	`jnl`	P2P design and implementation of a parallel branch and bound algorithm for grids. Int. J. Grid Util. Comput. Ahcène Bendjoudi, Nouredine Melab, El-Ghazali Talbi
2008	J	`jnl`	A grid-based genetic algorithm combined with an adaptive simulated annealing for protein structure prediction. Soft Comput. Alexandru-Adrian Tantar, Nouredine Melab, El-Ghazali Talbi
2008	Misc	`conf`	An Efficient Hybrid P2P Approach for Non-redundant Tree Exploration in B&B Algorithms. CISIS Malika Mehdi, Mohand-Said Mezmaz, Nouredine Melab, El-Ghazali Talbi, Pascal Bouvry
2008	C	`conf`	The Impact of Local Search on Protein-Ligand Docking Optimization. HIS Jorge Tavares, Alexandru-Adrian Tantar, Nouredine Melab, El-Ghazali Talbi
2008	A	`conf`	The Influence of Mutation on Protein-Ligand Docking Optimization: A Locality Analysis. PPSN Jorge Tavares, Alexandru-Adrian Tantar, Nouredine Melab, El-Ghazali Talbi
2007	A	`conf`	A Comparative Study of Parallel Metaheuristics for Protein Structure Prediction on the Computational Grid. IPDPS Alexandru-Adrian Tantar, Nouredine Melab, El-Ghazali Talbi
2007	C	`conf`	A Grid-based Parallel Approach of the Multi-Objective Branch and Bound. PDP Mohand-Said Mezmaz, Nouredine Melab, El-Ghazali Talbi
2007	A	`conf`	A Grid-enabled Branch and Bound Algorithm for Solving Challenging Combinatorial Optimization Problems. IPDPS Mohand-Said Mezmaz, Nouredine Melab, El-Ghazali Talbi
2007	B	`conf`	A Parallel P2P Branch-and-Bound Algorithm for Computational Grids. CCGRID Ahcène Bendjoudi, Nouredine Melab, El-Ghazali Talbi
2007	J	`jnl`	A parallel hybrid genetic algorithm for protein structure prediction on the computational grid. Future Gener. Comput. Syst. Alexandru-Adrian Tantar, Nouredine Melab, El-Ghazali Talbi, Benjamin Parent, Dragos Horvath
2007	J	`jnl`	An efficient load balancing strategy for grid-based branch and bound algorithm. Parallel Comput. Mohand-Said Mezmaz, Nouredine Melab, El-Ghazali Talbi
2007	J	`jnl`	Combining Metaheuristics and Exact Methods for Solving Exactly Multi-objective Problems on the Grid. J. Math. Model. Algorithms Mohand-Said Mezmaz, Nouredine Melab, El-Ghazali Talbi
2007	J	`jnl`	Designing cellular networks using a parallel hybrid metaheuristic on the computational grid. Comput. Commun. El-Ghazali Talbi, Sébastien Cahon, Nouredine Melab
2007	B	`conf`	Grid-based evolutionary strategies applied to the conformational sampling problem. IEEE Congress on Evolutionary Computation Benjamin Parent, Alexandru-Adrian Tantar, Nouredine Melab, El-Ghazali Talbi, Dragos Horvath
2007	—	`ch.`	Molecular Docking Using Grid Computing. Grid Computing for Bioinformatics and Computational Biology Alexandru-Adrian Tantar, Nouredine Melab, El-Ghazali Talbi
2007	Misc	`conf`	Parallel Branch and Bound on P2P Systems. CISIS El-Ghazali Talbi, Ahcène Bendjoudi, Nouredine Melab
2006	A	`conf`	A parallel exact hybrid approach for solving multi-objective problems on the computational grid. IPDPS Mohand-Said Mezmaz, Nouredine Melab, El-Ghazali Talbi
2006	J	`jnl`	Grid computing for parallel bioinspired algorithms. J. Parallel Distributed Comput. Nouredine Melab, Sébastien Cahon, El-Ghazali Talbi
2006	J	`jnl`	Grid'5000: A Large Scale And Highly Reconfigurable Experimental Grid Testbed. Int. J. High Perform. Comput. Appl. 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, Pascale Primet, Benjamin Quétier, Olivier Richard, El-Ghazali Talbi, Iréa Touche
2006	—	`ch.`	On Parallel Evolutionary Algorithms on the Computational Grid. Parallel Evolutionary Computations Nouredine Melab, El-Ghazali Talbi, Sébastien Cahon
2006	J	`jnl`	Parallel cooperative meta-heuristics on the computational grid.: A case study: the bi-objective Flow-Shop problem. Parallel Comput. Nouredine Melab, Mohand-Said Mezmaz, El-Ghazali Talbi
2006	B	`conf`	Solving the Protein Folding Problem with a Bicriterion Genetic Algorithm on the Grid. CCGRID Alexandru-Adrian Tantar, Nouredine Melab, El-Ghazali Talbi, Bernard Toursel
2006	B	`conf`	Using the Multi-Start and Island Models for Parallel Multi-Objective Optimization on the Computational Grid. e-Science Mohand-Said Mezmaz, Nouredine Melab, El-Ghazali Talbi
2005	B	`conf`	An enabling framework for parallel optimization on the computational grid. CCGRID Sébastien Cahon, Nouredine Melab, El-Ghazali Talbi
2005	—	`ch.`	Frameworks for the Design of Reusable Parallel and Distributed Metaheuristics. Handbook of Bioinspired Algorithms and Applications El-Ghazali Talbi, Nouredine Melab, Sébastien Cahon
2005	—	`conf`	Grid'5000: a large scale and highly reconfigurable grid experimental testbed. GRID 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, Benjamin Quétier, Olivier Richard
2005	A	`conf`	Parallel Hybrid Multi-Objective Island Model in Peer-to-Peer Environment. IPDPS Nouredine Melab, Mohand-Said Mezmaz, El-Ghazali Talbi
2005	—	`ch.`	Parallel Hybrid Multiobjective Metaheuristics on P2P Systems. Handbook of Bioinspired Algorithms and Applications El-Ghazali Talbi, Nouredine Melab, Mohand-Said Mezmaz, B. Wei
2005	—	`conf`	Sélection d'attributs en fouille de données sur grilles. EGC (Ateliers) Sébastien Cahon, Nouredine Melab, El-Ghazali Talbi
2005	—	`conf`	Towards a Coordination Model for Parallel Cooperative P2P Multi-objective Optimization. EGC Mohand-Said Mezmaz, Nouredine Melab, El-Ghazali Talbi
2003	—	`conf`	Information grids: managing and mining semantic data in a grid infrastructure; open issues and application to geno-medical data. DEXA Workshops Lionel Brunie, Maryvonne Miquel, Jean-Marc Pierson, Anne Tchounikine, Clarisse Dhaenens, Nouredine Melab, El-Ghazali Talbi, Abdelkader Hameurlain, Franck Morvan
2001	—	`conf`	A Platform for Instrumentation-based Profiling of Distributed Bytecode Applications. PDCS Nouredine Melab, Laurent Deruelle, Mourad Bouneffa
2001	J	`jnl`	An expert system-based change propagation process for web sites maintenance. Ingénierie des Systèmes d Inf. Laurent Deruelle, Mourad Bouneffa, Nouredine Melab, Henri Basson
2001	—	`conf`	On Implementing Information System and Databases Interoperability with XML. PDCS Mourad Bouneffa, Laurent Deruelle, Nouredine Melab
2000	J	`jnl`	A Parallel Adaptive Gauss-Jordan Algorithm. J. Supercomput. Nouredine Melab, El-Ghazali Talbi, Serge G. Petiton
2000	Misc	`conf`	Instrumentation-based profiling techniques. CATA Nouredine Melab, Laurent Deruelle, Mourad Bouneffa