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Journal Papers

E-G. Talbi, P.Bessière, "Superlinear speedup of a parallel genetic algorithm on the SuperNode", SIAM News, Vol.24, No.4, pp.12-27, Juil 1991.

E-G.Talbi, T.Muntean, "Méthodes de placement statique de processus sur architectures parallèles", Technique et Science Informatiques TSI, Vol.10, No.5, pp.355-373, Nov 1991.

E-G.Talbi, P.Bessière, J-M.Ahuactzin, E.Mazer, "Un algorithme génétique parallèle pour l’optimisation", TSI (Technique et Science Informatiques), Vol.15, No.2, pp.1105-1130, 1996.

E-G. Talbi, Z. Hafidi, J-M.Geib, "A parallel adaptive tabu search approach", Parallel Computing, Vol.24, No.14, pp.2003-2019, Dec 1998.

E-G. Talbi, Z. Hafidi, D. Kebbal, J-M. Geib, "A fault-tolerant parallel heuristic for assignment problems", Future Generation Computer Systems, Vol.14, No.5, pp.425-438, 1998.

P. Preux, E-G. Talbi, «Towards hybrid evolutionary algorithms », International Transactions in Operational Research, Vol.6, No.6, pp.557-570, 1999.

D. Kebbal, E-G. Talbi, J-M. Geib, «Fault tolerance of parallel adaptive applications in heterogeneous systems», Informatica Journal, Vol.23, pp.77-85, 1999.

N. Melab, E-G. Talbi, "Parallel adaptive computing on meta-systems including NOWs", Parallel Computing, Vol.26, No.2, pp.267-284, 2000.

N. Melab, E-G. Talbi, S. Petiton, "A parallel adaptive Gauss-Jordan algorithm", Journal of Supercomputing, Vol.17, No.2, pp.167-185, Sept 2000.

E-G. Talbi, O. Roux, C. Fonlupt, D. Robillard, « Parallel ant colonies for the quadratic assignment problem », Future Generation Computer Systems, Vol.17, No.4, pp.441-449, Jan 2001.

L. Jourdan, C. Dhaenens, E-G. Talbi, S. Gallina, « A data mining approach to discover genetic and environmental factors involved in multifactorial diseases », Knowledge-based Systems, Special issue on Biological Data Mining and Knowledge Discovery, Vol.15, No.4, pp.235-242, May 2002.

I. Kort, E-G. Talbi, , « An experimental study of multi-objective genetic algorithms », Studia Informatica Universalis: An International Journal, Special issue on Cutting, Packing and Knapsacking Problems, Vol.2, No.1, 2002.

E-G. Talbi, «A taxonomy of hybrid metaheuristics », Journal of Heuristics, Vol.8, No2, pp.541-564, Sept 2002.

L. Jourdan, C. Dhaenens, E-G. Talbi, « ASGARD : un algorithme génétique pour les règles d’association », Extraction de Connaissance et Apprentissage, ECA Hermès, Vol.16(6), pp.657-683, 2003.

S. Cahon, N. Melab and E-G. Talbi, «ParadisEO: A framework for the reusable design of parallel and distributed metaheuristics”, Journal of Heuristics, Vol.10, No.3, pp.357-380, May 2004.

S. Cahon, N. Melab, E-G. Talbi, «Building with ParadisEO reusible parallel and distributed evolutionary algorithms », Parallel Computing, Vol.30, No.5-6, pp.677-697, June 2004.

L. Vermeulen-Jourdan, C. Dhaenens, E-G. Talbi, “Linkage disequilibrium study with a parallel adaptive GA”, International Journal of Foundation of Computer Science IJFCS, Vol.16, No.2, pp.241-260, Apr 2005.

E-G. Talbi, H. Meunier, « Hierarchical parallel approach for GSM mobile network design», Journal of Parallel and Distributed Computing (JDPC), Vol.66, No.2, pp.274-290, Feb 2006

E-G. Talbi, V. Bachelet, « COSEARCH: A parallel cooperative metaheuristic », Journal of Mathematical Modelling and Algorithms (JMMA), Vol.5, No.2, pp.5-22, April 2006.

N. Melab, S. Cahon, E-G. Talbi, « Grid computing for parallel bioinspired algorithms», Journal of Parallel and Distributed Computing (JDPC), Vol.66, No.8, pp.1052-1061, Aug 2006.

N. Melab, M. Mezmaz, E-G. Talbi, « Parallel cooperative metaheuristics on the computational Grid – A case study : the biobjective flow-shop problem», Parallel Computing, Vol.32, No.9, pp.643-659, 2006.

R. Bolze, F. Capello, E. Caron, M. Dayde, F. Desprez, Y. Jegou, P.Primet, E. Jeannot, S. Lanteri, M. Leduc, N. Melab, G. Mornet, R. Namyst, B. Quetier, O. Richard, E-G. Talbi, I. Touche, «GRID’5000: A large scale and highly reconfigurable Grid», International Journal of High Performance Computing Applications (IJHPCA), Vol.20, No.4, pp.481-494. 2006.

M. Rahoual, M-H. Mabed, C. Dhaenens, E-G. Talbi, «A comparative study of different optimization techniques for a bi-criteria flow-shop problem», Journal of Combinatorial Mathematics and Combinatorial Computing (JCMCC), Vol.57, pp.3-32, 2006.

J. Lemesre, C. Dhaenens, E-G. Talbi, «An exact parallel method for a bi-objective permutation flowshop problem », European Journal of Operational Research (EJOR), Vol.177, No.3, pp.1641-1655, 2007.

A. Tantar, N. Melab, E-G. Talbi, D. Horvath, B. Parent «A parallel hybrid genetic algorithm for protein structure prediction on the computational Grid», Future Generation Computer Systems, Vol.23, No. 3 , pp. 398-409, 2007.

N. Jozefowiez, F. Semet, E-G. Talbi, «The bi-objective covering tour problem », Computers & Operations Research (COR), Vol.34, No.7, pp.1929-1942, 2007.

J. Lemesre, C. Dhaenens, E-G. Talbi, «Parallel Partitioning Method (PPM) : A new exact method to solve bi-objective problems », Computers and Operational Research (COR), Vol. 34, No.8, pp.2450-2462, 2007.

E-G. Talbi, S. Cahon, N. Melab, «Designing cellular networks using a parallel hybrid metaheuristic», Computer Communications, Vol.30, No.4, pp.698-713, 2007.

M. Mezmaz, N. Melab, E-G. Talbi, «Combining metaheuristics and exact methods for solving exactly multi-objective problems on the Grid», Journal of Mathematical Modelling and Algorithms, Vol.6, No.3, pp.393-409, 2007.

N. Jozefowiez, F. Semet, E-G. Talbi, «Target aiming Pareto search and its application to the vehicle routing problem with route balancing », Journal of Heuristics, Vol.13, No.5, pp.455-469, 2007.

M. Mezmaz, N. Melab, E-G. Talbi, «An efficient load balancing strategy for Grid-based branch and bound algorithm», Parallel Computing, Vol.33, No.4, pp.302-313, 2007.

E-G. Talbi, B. Weinberg, «Breaking the search space symmetry in partitioning problems: An application to the graph coloring problem», Theoretical Computer Science (TCS), Vol.378, No.1, pp.78-86, 2007.

J-M. Pierson, J. Gossa, P. Wehrle, Y. Cardenas, S. Cahon, M. El samad, L. Brunie, C. Dhaenens, A. Hameurlin, N. Melab, M. Miquel, F. Morvan, E-G. Talbi, A. Tchounikine, «GGM: Efficient navigation and mining in distributed geno-medical data», IEEE Transactions on Nanotechnologies, Vol.6, No.2, 2007.

A. Tantar, N. Melab, E-G. Talbi, «A parallel hybrid genetic algorithm for protein structure prediction on the computational Grid», Future Generation Computer Systems, Vol.23, No.3, pp.398-409, 2007.

N. Jozefowiez, F. Semet, E-G. Talbi, «Multi-objective vehicle routing problems», European Journal of Operational Research EJOR, Vol.189, No.2, pp.293-309, 2008.

O. Schutze, L. Jourdan, T. Legrand, E-G. Talbi, J-L. Wojkiewicz, «New analysis of the optimization electromagnetic shielding properties using conducting polymers and a multi-objective approach», Polymers for Advanced Technologies, Vol.19, No.7, pp.762-769, 2008.

M. Khabzaoui, C. Dhaenens, E-G. Talbi, «Combining evolutionary algorithms and exact approaches for multi-objective knowledge discovery», RAIRO Operations Research, Vol.42, pp.69-83, 2008.

O. Schutze, C. Coello, S. Mostaghim, E-G. Talbi, M. Dellnitz, «Hybridizing evolutionary strategies with continuation methods for solving multi-objective problems», Engineering Optimization, Vol.40, No.5, pp.383-401, 2008.

H. Bouziri, E-G. Talbi, K. Mellouli, «A cooperative search method for the k-coloring problem», Journal of Mathematical Modelling and Algorithms (JMMA), Vol.7, No.2, pp.125-142, 2008.

A. Tantar, S. Conilleau, B. Parent, N. Melab, L. Brillet, S. Roy, E-G. Talbi, D. Horvath, «Docking and biomolecular simulations on computer grids: status and trends», Current Computer-Aided Drug Design, Vol.4, No.3, pp.235-249, 2008.

G. Molina, E. Alba, E-G. Talbi, «Optimal sensor network layout using multiobjective metaheuristics», Journal of Universal Computer Science (JUCS), Vol.14, No.15, 2549-2565, 2008.

A. Tantar, N. Melab, E-G. Talbi, «A grid-based genetic algorithm combined with an adaptive simulated annealing for protein structure prediction», Soft Computing, Vol.12, No.12, pp 1185-1198, 2008.

A. Liefooghe, L. Jourdan, M. Basseur, E-G. Talbi, « Métaheuristiques pour le flow-shop sous incertitude», Revue d’Intelligence Artificielle (RIA), Vol.22, No.2, pp.183-208, 2008.

O. Schutze, M. Laumanns, C. Coello, E-G. Talbi, M. Dellnitz, «Convergence of stochastic search algorithms to finite size Pareto set approximations», Journal of Global Optimization (JOGO), Vol.41, No.4, pp.559-577, 2008.

G. Molina, E. Alba, E-G. Talbi, «Optimal sensor network layout using multi-objective metaheuristics», Journal of Universal Computer Science (JUCS), Vol.14, No.15, pp.2549-2565, 2008.

A. Bendjoudi, N. Melab, E-G. Talbi, «Peer-to-peer design and implementation of a parallel branch and bound algorithm for grids», International Journal of Grid and Utility Computing (IJGUC), Vol.1, No.2, pp.159-168, 2009.

N. Jozefowiez, F. Semet, E-G. Talbi, «An evolutionary algorithm for the vehicle routing problem with route balancing», European Journal of Operational Research (EJOR), Vol.195, No.3, pp.761-769, 2009.

L. Jourdan, M. Basseur, E-G. Talbi, «Hybridizing exact method and metaheuristics: A taxonomy», European Journal of Operational Research (EJOR),Vol.199, No.3, pp.620-629,2009.

L. Jourdan, O. Schutze, T. Legrand, E-G. Talbi, J-L. Wojkiewicz, «An analysis of the effect of multiple layers in the multi-objective design of conducting polymer composites», Materials and Manufacturing Processes, Vol.24, No.3, pp.350-357, 2009.

E. Alba, J-M. Garcia-Nieto, L. Jourdan, E-G. Talbi, «Sensitivity and specifity based multi-objective approach for feature selection: application to Cancer diagnosis», Information Processing Letters (IPL), Vol.109, No.16, pp.887-896, 2009.

M. Mehdi, M. Mezmaz, N. Melab, E-G. Talbi, P. Bouvry «Peer to peer computing for large tree exploration-based exact optimization», International. Journal on Grid and Utility Computing, Vol.1, No.3, pp.252-260, 2009.

A. Liefooghe, L. Jourdan, E-G. Talbi «Metaheuristics and cooperative approaches for the bi-objective ring star problem», Computers and Operations Research (COR), Vol.37, No.6,pp.1033-1044, 2010.

C. Dhaenens, J. Lemesre, E-G. Talbi, «K-PPM: A new exact method to solve multi-objective combinatorial optimization problems», European Journal of Operational Research (EJOR), Vol.200, No.1, pp.45-53, 2010.

O. Schutze, M. Laumanns, E. Tantar, C. Coello, E-G. Talbi, «Computing gap-free Pareto front approximations with stochastic search algorithms», Evolutionary Computation Journal (ECJ), Vol.18, No.1, pp.65-96, 2010.

J. Figueira, A. Liefooghe, E-G. Talbi, A. Wierzbicki , «A parallel multiple reference point approach for multi-objective optimization», European Journal of Operational Research (EJOR), Vol.205, No.2, pp.390-400, 2010.

T-V. Luong, N. Melab, E-G. Talbi, «Neighborhood structures for GPU-based local search algorithms», Parallel Processing Letters, Vol.20, No.4, pp.307-324, 2010.

A. Khanafer, F. Clautiaux, E-G. Talbi, «New lower bounds for bin packing problems with conflicts», European Journal of Operational Research (EJOR), Vol.206, No.2, pp.281-288, 2010

J-C. Boisson, L. Jourdan, E-G. Talbi, D. Horvath, «Single and multi-objective cooperation for the flexible docking problem», Journal of Mathematical Modeling and Algorithms (JMMA), Vol.9, No.2, pp.195-208, 2010.

A. Liefooghe, L. Jourdan, E-G. Talbi, «A software framework based on a conceptual unified approach for evolutionary multiobjective optimization: ParadisEO-MOEO», European Journal of Operational Research (EJOR), Vol.209, No.2, pp.104-112, 2011.

J-C. Boisson, L. Jourdan, E-G. Talbi, «Metaheuristics based de novo protein sequencing: a new approach», Applied Soft Computing, Vol.11, No.2, pp.2271-2278, 2011.

H. Bouziri, K. Mellouli, E-G. Talbi, «The k-coloring fitness landscape», Journal of Combinatorial Optimization (JOCO), Vol.21, No.3, pp.306-315, 2011.

M. Mezmaz, N. Melab, Y. Kessaci, Y-C. Lee, E-G. Talbi, A. Zomaya, D. Tuyttens, “A parallel bi-objective hybrid metaheuristic for energy-aware scheduling for cloud computing systems”, Journal of Parallel and Distributed Computing (JPDC), Vol.71, No.11, pp.1497-1508, 2011.

E-G. Talbi, «Parallel bioinspired optimization algorithms », CSI Communications, Vol.34, No.11, pp.21-23, Feb 2011.

A. Khanafer, F. Clautiaux, E-G. Talbi, «Tree decomposition based heuristics for the two-dimensional bin packing problem with conflicts», Computers and Operations Research (COR), Vol.39, No.1, pp.54-63, 2012.

A. Khanafer, F. Clautiaux, S. Hanafi, E-G. Talbi, «The min-conflict packing problem», Computers and Operations Research (COR), Vol.39, No.9, pp.2122-2132, 2012.

M. Khouadjia, B. Sarasola, E. Alba, L. Jourdan, E-G. Talbi, “A comparative study between dynamic adapted PSO and VNS for the vehicle routing problem with dynamic requests”, Applied Soft Computing Vol.12, No.4, pp.1426-1439, 2012.

E-G. Talbi, M. Basseur, A. Nebro, E. Alba «Multi-objective optimization using metaheuristics: non-standard algorithms», International Transactions in Operational Research (ITOR), Vol.19, No.1, pp.283-306, 2012.

J. C. Hernandez-Castro, J. M.E. Tapiador, P. Peris-Lopez, J. A. Clark, E-G. Talbi, «Metaheuristic traceability attack against SLMAP, an RFID lightweight authentification protocol», International. Journal of Foundation of Computer Science (IJFCS), Vol.23, No.2, pp.543-565, 2012.

A.Bendjoudi, N. Melab, E-G. Talbi, “Hierarchical branch and bound algorithm for computational Grids”, Future Generation Computer Journal (FGCS), Vol.28, No.8, pp.1168-1176, 2012.

L. Loukil, M. Mehdi, N. Melab, E-G. Talbi, P. Bouvry, «Parallel hybrid genetic algorithms for solving Q3AP on computational Grids», International. Journal of Foundation of Computer Science (IJFCS), Vol.23, No.2, pp.483-500, 2012.

A. Liefooghe, J. Humeau, S. Masmoudi, L. Jourdan, E-G. Talbi, «On dominance-based multi-objective local search: design, implementation and experimental analysis on scheduling and traveling salesman problems», Journal of Heuristics, Vol.18, No.2, pp.317-352, 2012.

A.Allani, E-G. Talbi, K. Mellouli «Hybridization of genetic and quantum algorithm for gene selection and classification of microarray data», International. Journal of Foundation of Computer Science (IJFCS), Vol.23, No.2, pp.431-444, 2012

A.Liefooghe, M. Basseur, J. Humeau, L. Jourdan, E-G. Talbi, «On optimizing a bi-objective flowshop scheduling problem in uncertain environments», Computers and Mathematics with Applications, Vol.64, No.12, 3747-3762, 2012.

A.Bendjoudi, N. Melab, E-G. Talbi, “AHMW: An adaptive hierarchical master-worker framework for Grids – Application to branch and bound algorithms”, Journal of Parallel and Distributed Computing (JPDC), Vol.72, No.2, pp.120-131, 2012.

M. Khouadjia, E-G. Talbi, L. Jourdan, B. Sarasola, E. Alba, “Multi-environmental cooperative parallel metaheuristics for solving dynamic optimization problems”, Journal of Supercomputing Vol.63, No.3, pp.836-853, 2013.

T-V. Luong, N. Melab, E-G. Talbi, «GPU computing for parallel local search metaheuristic algorithms», IEEE Transactions on Computers, Vol.62, No.1, pp.173-185, 2013

S. Dabia, E-G. Talbi, T. Van Woensel, A. G. De Kok, “Multi-objective time-dependent optimization problems: approximations based on dynamic programming”, Computers and Operations Research, Vol.40, No.5, pp.1165-1175, 2013.

Y. Kessaci, N. Melab, E-G. Talbi, “A Pareto-based metaheuristic for scheduling HPC applications on a geographically distributed cloud federation”, Cluster Computing Journal, Vol.16, No.3, pp.451-468, 2013.

N. Dahmani, F. Clautiaux, E-G. Talbi, “Iterative approaches for solving a multi-objective 2-dimensional vector packing problem”, Computers & Industrial Engineering, Vol.66, No.1, pp.158-170, 2013.

E-G. Talbi, “Combining metaheuristics with mathematical programming, constraint programming and machine learning”, 4OR, Vol11, No.2, pp.101-150, 2013.

J. Humeau, A. Liefooghe, E-G. Talbi, S. Verel, “ParadisEO-MO: from fitness landscape analysis to efficient local search algorithms”, Journal of Heuristics, Vol.19, No.6, pp.881-915, 2013.

N. Dahmani, F. Clautiaux, S. Krichen, E-G. Talbi, “Self-adaptive metaheuristics for solving a multi-objective 2-dimensional vector packing problem”, Applied soft Computing, Vol.16, pp.124-136, 2014.

A. Bendjoudi, N. Melab, E-G. Talbi, “FTH-B&B: A fault tolerant hierarchical branch and boud for large scale unreliable environments”, IEEE Transactions on Computers, Vol.63, No.9, pp2302-2315, 2014.

Y. Kessaci, N. Melab, E-G. Talbi, “A Multi-start Local Search Heuristic for an Energy Efficient VMs Assignment on top of the OpenNebula Cloud Manager”, Future Generation Computer Systems, Vol36, pp.237-256, 2014.

M. Mezmaz, M. Mehdi, P. Bouvry, N. Melab, E-G. Talbi, D. Tuyttens, “Solving the three dimensional quadratic assignment problem on a computational grid”, Cluster Computing, Vol.17, No.2, pp.205-217, 2014.

B. Dorronsoro, S. Nesmachnow, J. Taheri, A. Zomaya, E-G. Talbi, P. Bouvry, “A hierarchical approach for energy-efficient scheduling of large workloads in multicore distributed systems”, Sustainable Computing, Vol.4, No.4, pp.252-261, 2015.

E-G. Talbi, “Hybrid metaheuristics for multi-objective optimization”, Journal of Algorithms and Computational Technology, Vol.9, No.1, p.41-59, 2015.

P. Ruiz, B. Dorronsoro, E-G. Talbi, P. Bouvry, “Finding a robust configuration for the AEDB information dissemination protocol for mobile ad hoc networks”, Applied Soft Computing, Vol.32, pp.494-508, 2015.

K. Seridi, L. Jourdan, E-G. Talbi, “Using multi-objective optimization for biclustering microarray data”, Applied Soft Computing, Vol.33, pp.239-249, 2015.

M. Guzek, P. Bouvry, E-G. Talbi, “A survey of evolutionary computation for resource management of processing in Cloud computing”, IEEE Computational Intelligence, Vol.10, No.2, pp.53-67, 2015.

S. Nesmachnow, S. Iturriaga, B. Dorronsoro, E-G. Talbi, P. Bouvry, “Metaheuristics for the virtual machine mapping problem in Clouds”, Informatica, Vol.26, No.1, pp.111-134, 2015.

E. Alekseeva, Y. Kochetov, E-G. Talbi, “A matheuristic for the discrete bi-level problem with multiple objectives at the lower level”, ITOR International Transactions on Operational Research, to appear 2016.