El-Ghazali Talbi

According to our database1, El-Ghazali Talbi authored at least 281 papers between 1991 and 2020.

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Bibliography

2020
Overview and Comparison of Gaussian Process-Based Surrogate Models for Mixed Continuous and Discrete Variables: Application on Aerospace Design Problems.
Proceedings of the High-Performance Simulation-Based Optimization, 2020

2019
Solving a dynamic combinatorial auctions problem by a hybrid metaheuristic based on a fuzzy dominance relation.
RAIRO - Operations Research, 2019

Efficient global optimization of constrained mixed variable problems.
J. Global Optimization, 2019

Archivers for the representation of the set of approximate solutions for MOPs.
J. Heuristics, 2019

K-Medoids Clustering Is Solvable in Polynomial Time for a 2d Pareto Front.
Proceedings of the Optimization of Complex Systems: Theory, 2019

2018
Evolutionary Algorithms for the Inverse Protein Folding Problem.
Proceedings of the Handbook of Heuristics., 2018

A generic fuzzy approach for multi-objective optimization under uncertainty.
Swarm and Evolutionary Computation, 2018

Special issue on "Optimization and Machine Learning".
ITOR, 2018

Dealing with Epistemic Uncertainty in Multi-objective Optimization: A Survey.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications, 2018

2017
Medical Image Registration Based on Metaheuristics: A Comparative Study.
Proceedings of the Metaheuristics for Medicine and Biology, 2017

A matheuristic for the discrete bilevel problem with multiple objectives at the lower level.
ITOR, 2017

Generic Pareto local search metaheuristic for optimization of targeted offers in a bi-objective direct marketing campaign.
Computers & OR, 2017

The robust uncapacitated multiple allocation p-hub median problem.
Computers & Industrial Engineering, 2017

Deterministic metaheuristic based on fractal decomposition for large-scale optimization.
Appl. Soft Comput., 2017

Design of Metaheuristic Based on Machine Learning: A Unified Approach.
Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium Workshops, 2017

Dynamic Learning Optimization Algorithm for P2P-VoD Systems.
Proceedings of the 19th IEEE International Conference on High Performance Computing and Communications; 15th IEEE International Conference on Smart City; 3rd IEEE International Conference on Data Science and Systems, 2017

Parallel ant colony optimization for evacuation planning.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017

An Approach for the Local Exploration of Discrete Many Objective Optimization Problems.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2017

A parameterized scheme of metaheuristics with exact methods for determining the Principle of Least Action in Data Envelopment Analysis.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

Intelligent Indoor Evacuation Guidance System Based on Ant Colony Algorithm.
Proceedings of the 14th IEEE/ACS International Conference on Computer Systems and Applications, 2017

2016
A multi-objective dynamic programming-based metaheuristic to solve a bi-objective unit commitment problem using a multi-objective decoder.
IJMHeur, 2016

Combining metaheuristics with mathematical programming, constraint programming and machine learning.
Annals OR, 2016

β-Robustness Approach for Fuzzy Multi-objective Problems.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016

2015
Parallel Evolutionary Combinatorial Optimization.
Proceedings of the Springer Handbook of Computational Intelligence, 2015

Metaheuristics for the Virtual Machine Mapping Problem in Clouds.
Informatica, Lith. Acad. Sci., 2015

A Survey of Evolutionary Computation for Resource Management of Processing in Cloud Computing [Review Article].
IEEE Comp. Int. Mag., 2015

Computational Intelligence for Cloud Computing [Guest Editorial].
IEEE Comp. Int. Mag., 2015

Using multiobjective optimization for biclustering microarray data.
Appl. Soft Comput., 2015

Finding a robust configuration for the AEDB information dissemination protocol for mobile ad hoc networks.
Appl. Soft Comput., 2015

DYNAMOP Applied to the Unit Commitment Problem.
Proceedings of the Learning and Intelligent Optimization - 9th International Conference, 2015

A Hybrid ILS-VND Based Hyper-heuristic for Permutation Flowshop Scheduling Problem.
Proceedings of the 19th International Conference in Knowledge Based and Intelligent Information and Engineering Systems, 2015

A Multi-objective Evolutionary Algorithm for Cloud Platform Reconfiguration.
Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium Workshop, 2015

NIDISC Introduction and Committees.
Proceedings of the 2015 IEEE International Parallel and Distributed Processing Symposium Workshop, 2015

Towards Understanding Uncertainty in Cloud Computing Resource Provisioning.
Proceedings of the International Conference on Computational Science, 2015

NK Landscape Instances Mimicking the Protein Inverse Folding Problem Towards Future Benchmarks.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015

A Novel Multi-objectivisation Approach for Optimising the Protein Inverse Folding Problem.
Proceedings of the Applications of Evolutionary Computation - 18th European Conference, 2015

A Comparison of Decoding Strategies for the 0/1 Multi-objective Unit Commitment Problem.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2015

A new model for VMMP dealing with execution time uncertainty in a multi-clouds system.
Proceedings of the 4th IEEE International Conference on Cloud Networking, 2015

A fine-grained message passing MOEA/D.
Proceedings of the IEEE Congress on Evolutionary Computation, 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 Generation Comp. Syst., 2014

Demand-Side Management in Smart Micro-Grids: An Optimization Perspective.
ERCIM News, 2014

Solving the three dimensional quadratic assignment problem on a computational grid.
Cluster Computing, 2014

Self-adaptive metaheuristics for solving a multi-objective 2-dimensional vector packing problem.
Appl. Soft Comput., 2014

Shake Them All! - Rethinking Selection and Replacement in MOEA/D.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

Hybrid Metaheuristic for Annual Hydropower Generation Optimization.
Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014

Multi-level and Multi-objective Survey on Cloud Scheduling.
Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014

NIDISC Introduction and Committees.
Proceedings of the 2014 IEEE International Parallel & Distributed Processing Symposium Workshops, 2014

New Pareto Approach for Ranking Triangular Fuzzy Numbers.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014

Hybridisation Schemes for Communication Satellite Payload Configuration Optimisation.
Proceedings of the Applications of Evolutionary Computation - 17th European Conference, 2014

Dynamic Programming Based Metaheuristic for Energy Planning Problems.
Proceedings of the Applications of Evolutionary Computation - 17th European Conference, 2014

Optimizing AEDB Broadcasting Protocol with Parallel Multi-objective Cooperative Coevolutionary NSGA-II.
Proceedings of the Applications of Evolutionary Computation - 17th European Conference, 2014

Optimization algorithms for multi-objective problems with fuzzy data.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making, 2014

Multi-objective evolutionary approach for the satellite payload power optimization problem.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making, 2014

2013
A Unified Taxonomy of Hybrid Metaheuristics with Mathematical Programming, Constraint Programming and Machine Learning.
Proceedings of the Hybrid Metaheuristics, 2013

Metaheuristics for Dynamic Vehicle Routing.
Proceedings of the Metaheuristics for Dynamic Optimization, 2013

Multi-environmental cooperative parallel metaheuristics for solving dynamic optimization problems.
The Journal of Supercomputing, 2013

GPU Computing for Parallel Local Search Metaheuristic Algorithms.
IEEE Trans. Computers, 2013

Metaheuristics on GPUs.
J. Parallel Distrib. Comput., 2013

Editorial - Special Issue on New Advances in Metaheuristics.
J. Math. Model. Algorithms, 2013

ParadisEO-MO: from fitness landscape analysis to efficient local search algorithms.
J. Heuristics, 2013

Emergent nature inspired algorithms for multi-objective optimization.
Computers & OR, 2013

Approximating multi-objective scheduling problems.
Computers & OR, 2013

Scalable optimization in grid, cloud, and intelligent network computing - foreword.
Concurrency and Computation: Practice and Experience, 2013

A Pareto-based metaheuristic for scheduling HPC applications on a geographically distributed cloud federation.
Cluster Computing, 2013

Iterative approaches for solving a multi-objective 2-dimensional vector packing problem.
Computers & Industrial Engineering, 2013

Combining metaheuristics with mathematical programming, constraint programming and machine learning.
4OR, 2013

Design of an energy efficiency model and architecture for cloud management using prediction models.
Proceedings of the 2013 International Conference on Soft Computing and Pattern Recognition, 2013

Solving Fuzzy Job-Shop Scheduling Problems with a Multiobjective Optimizer.
Proceedings of the Knowledge and Systems Engineering, 2013

A Possibilistic Framework for Solving Multi-objective Problems under Uncertainty: Definition of New Pareto Optimality.
Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013

Cost Minimization of Service Deployment in a Public Cloud Environment.
Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013

NIDISC Introduction.
Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013

ParadisEO-MO-GPU: a framework for parallel GPU-based local search metaheuristics.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Multiobjective Path Relinking for Biclustering: Application to Microarray Data.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2013

A Comparative Study of Multi-objective Evolutionary Algorithms for the Bi-objective 2-Dimensional Vector Packing Problem.
Proceedings of the Combinatorial Optimization and Applications, 2013

Computational intelligence for cloud management current trends and opportunities.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Cost minimization of service deployment in a multi-cloud environment.
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

Coloring based Hierarchical Routing Approach.
Proceedings of the 4th International Conference on Ambient Systems, 2013

Preliminary Studies on Biclustering of GWA: A Multiobjective Approach.
Proceedings of the Artificial Evolution, 2013

A Parallel Hybrid Evolutionary Algorithm for the Optimization of Broker Virtual Machines Subletting in Cloud Systems.
Proceedings of the Eighth International Conference on P2P, 2013

2012
An adaptive hierarchical master-worker (AHMW) framework for grids - Application to B&B algorithms.
J. Parallel Distrib. Comput., 2012

Multi-objective optimization using metaheuristics: non-standard algorithms.
ITOR, 2012

Parallel Hybrid Genetic Algorithms for Solving Q3AP on Computational Grid.
Int. J. Found. Comput. Sci., 2012

Preface.
Int. J. Found. Comput. Sci., 2012

On dominance-based multiobjective local search: design, implementation and experimental analysis on scheduling and traveling salesman problems.
J. Heuristics, 2012

Hierarchical branch and bound algorithm for computational grids.
Future Generation Comp. Syst., 2012

Tree-decomposition based heuristics for the two-dimensional bin packing problem with conflicts.
Computers & OR, 2012

The min-conflict packing problem.
Computers & OR, 2012

On optimizing a bi-objective flowshop scheduling problem in an uncertain environment.
Computers & Mathematics with Applications, 2012

A comparative study between dynamic adapted PSO and VNS for the vehicle routing problem with dynamic requests.
Appl. Soft Comput., 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

Parallel Hybrid Metaheuristic for Multi-objective Biclustering in Microarray Data.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 2012

NIDISC Introduction.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium Workshops & PhD Forum, 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

Hybrid metaheuristic for multi-objective biclustering in microarray data.
Proceedings of the 2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2012

CoBRA: A cooperative coevolutionary algorithm for bi-level optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011
Parallel Evolutionary Algorithms for Energy Aware Scheduling.
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 Distrib. Comput., 2011

The k-coloring fitness landscape.
J. Comb. Optim., 2011

A software framework based on a conceptual unified model for evolutionary multiobjective optimization: ParadisEO-MOEO.
European Journal of Operational Research, 2011

Metaheuristics based de novo protein sequencing: A new approach.
Appl. Soft Comput., 2011

GPU-Based Multi-start Local Search Algorithms.
Proceedings of the Learning and Intelligent Optimization - 5th International Conference, 2011

Towards ParadisEO-MO-GPU: A Framework for GPU-Based Local Search Metaheuristics.
Proceedings of the Advances in Computational Intelligence, 2011

Multi-environmental Cooperative Parallel Metaheuristics for Solving Dynamic Optimization Problems.
Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011

NIDISC Introduction.
Proceedings of the 25th IEEE International Symposium on Parallel and Distributed Processing, 2011

Fault-Tolerant Mechanism for Hierarchical Branch and Bound Algorithm.
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

HPCS 2011 panel session: Graphical processing units (GPUs): Opportunities and challenges.
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

Flexible Variable Neighborhood Search in Dynamic Vehicle Routing.
Proceedings of the Applications of Evolutionary Computation, 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

Multi-objective evolutionary algorithm for biclustering in microarrays data.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010
A Grid-Based Hybrid Hierarchical Genetic Algorithm for Protein Structure Prediction.
Proceedings of the Parallel and Distributed Computational Intelligence, 2010

ParadisEO-MOEO: A Software Framework for Evolutionary Multi-Objective Optimization.
Proceedings of the Advances in Multi-Objective Nature Inspired Computing, 2010

Neighborhood Structures for GPU-Based Local Search Algorithms.
Parallel Processing Letters, 2010

Special Issue on Recent Developments in Bioinspired Algorithms.
J. Math. Model. Algorithms, 2010

Single- and Multi-Objective Cooperation for the Flexible Docking Problem.
J. Math. Model. Algorithms, 2010

New lower bounds for bin packing problems with conflicts.
European Journal of Operational Research, 2010

A parallel multiple reference point approach for multi-objective optimization.
European Journal of Operational Research, 2010

K-PPM: A new exact method to solve multi-objective combinatorial optimization problems.
European Journal of Operational Research, 2010

Computing Gap Free Pareto Front Approximations with Stochastic Search Algorithms.
Evolutionary Computation, 2010

Metaheuristics and cooperative approaches for the Bi-objective Ring Star Problem.
Computers & OR, 2010

A Parallel Multi-Objective Evolutionary Algorithm for Phylogenetic Inference.
Proceedings of the Learning and Intelligent Optimization, 4th International Conference, 2010

Large neighborhood local search optimization on graphics processing units.
Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010

A survey on bee colony algorithms.
Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010

Distributed Node Coloring in the SINR Model.
Proceedings of the 2010 International Conference on Distributed Computing Systems, 2010

Radio Network Distributed Algorithms in the Unknown Neighborhood Model.
Proceedings of the Distributed Computing and Networking, 11th International Conference, 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

GPU-based island model for evolutionary algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Parallel Multi-Objective Approaches for Inferring Phylogenies.
Proceedings of the Evolutionary Computation, 2010

Variable Genetic Operator Search for the Molecular Docking Problem.
Proceedings of the Evolutionary Computation, 2010

Local Search Algorithms on Graphics Processing Units. A Case Study: The Permutation Perceptron Problem.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2010

Using multiobjective metaheuristics to solve VRP with uncertain demands.
Proceedings of the 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.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Interval-based initialization method for permutation-based problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Parallel hybrid evolutionary algorithms on GPU.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Multi-Swarm Optimization for Dynamic Combinatorial Problems: A Case Study on Dynamic Vehicle Routing Problem.
Proceedings of the Swarm Intelligence - 7th International Conference, 2010

A parallel version of the Branch & Prune algorithm for the Molecular Distance Geometry Problem.
Proceedings of the 8th ACS/IEEE International Conference on Computer Systems and Applications, 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

Adaptive particle swarm for solving the Dynamic Vehicle Routing Problem.
Proceedings of the 8th ACS/IEEE International Conference on Computer Systems and Applications, 2010

2009
Landscape Analysis in Adaptive Metaheuristics for Grid Computing.
Proceedings of the Parallel Programming, Models and Applications in Grid and P2P Systems., 2009

Articles ROADEF 2006.
RAIRO - Operations Research, 2009

Sensitivity and specificity based multiobjective approach for feature selection: Application to cancer diagnosis.
Inf. Process. Lett., 2009

P2P computing for large tree exploration-based exact optimisation.
IJGUC, 2009

P2P design and implementation of a parallel branch and bound algorithm for grids.
IJGUC, 2009

Cooperative combinatorial optimization.
European Journal of Operational Research, 2009

An evolutionary algorithm for the vehicle routing problem with route balancing.
European Journal of Operational Research, 2009

Hybridizing exact methods and metaheuristics: A taxonomy.
European Journal of Operational Research, 2009

A Study on Dominance-Based Local Search Approaches for Multiobjective Combinatorial Optimization.
Proceedings of the Engineering Stochastic Local Search Algorithms. Designing, 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

Metaheuristic traceability attack against SLMAP, an RFID lightweight authentication protocol.
Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009

Hybridization of Genetic and Quantum Algorithm for gene selection and classification of Microarray data.
Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009

Interval island model initialization for permutation-based problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

On the Efficiency of Local Search Methods for the Molecular Docking Problem.
Proceedings of the Evolutionary Computation, 2009

09041 Working Group on EMO for Robust Multiobjective Optimization (1st Round).
Proceedings of the Hybrid and Robust Approaches to Multiobjective Optimization, 18.01., 2009

A unified model for evolutionary multi-objective optimization and its implementation in a general purpose software framework.
Proceedings of the 2009 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making, 2009

Local vs. global search strategies in evolutionary GRID-based conformational sampling & docking.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

Metaheuristics - From Design to Implementation.
Wiley, ISBN: 978-0-470-27858-1, 2009

2008
A grid-based genetic algorithm combined with an adaptive simulated annealing for protein structure prediction.
Soft Comput., 2008

Métaheuristiques pour le flow-shop de permutation bi-objectif stochastique.
Revue d'Intelligence Artificielle, 2008

Combining evolutionary algorithms and exact approaches for multi-objective knowledge discovery.
RAIRO - Operations Research, 2008

Editorial.
RAIRO - Operations Research, 2008

Optimal Sensor Network Layout Using Multi-Objective Metaheuristics.
J. UCS, 2008

Guest Editorial - Special Issue on Metaheuristics.
J. Math. Model. Algorithms, 2008

A Cooperative Search Method for the k-Coloring Problem.
J. Math. Model. Algorithms, 2008

Convergence of stochastic search algorithms to finite size pareto set approximations.
J. Global Optimization, 2008

Guest Editorial.
J. Heuristics, 2008

Multi-objective vehicle routing problems.
European Journal of Operational Research, 2008

The Influence of Mutation on Protein-Ligand Docking Optimization: A Locality Analysis.
Proceedings of the Parallel Problem Solving from Nature, 2008

Computing and Selecting ε-Efficient Solutions of {0, 1}-Knapsack Problems.
Proceedings of the Multiple Criteria Decision Making for Sustainable Energy and Transportation Systems, 2008

A parallel insular model for location areas planning in mobile networks.
Proceedings of the 22nd IEEE International Symposium on Parallel and Distributed Processing, 2008

On the Integration of a TSP Heuristic into an EA for the Bi-objective Ring Star Problem.
Proceedings of the Hybrid Metaheuristics, 5th International Workshop, 2008

The Impact of Local Search on Protein-Ligand Docking Optimization.
Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008

Computing finite size representations of the set of approximate solutions of an MOP with stochastic search algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Metaheuristics for the Bi-objective Ring Star Problem.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2008

Parallel Approaches for Multiobjective Optimization.
Proceedings of the Multiobjective Optimization, 2008

An Efficient Hybrid P2P Approach for Non-redundant Tree Exploration in B&B Algorithms.
Proceedings of the Second International Conference on Complex, 2008

Parallel multi-objective algorithms for the molecular docking problem.
Proceedings of the 2008 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2008

A priori landscape analysis in guiding interactive multi-objective metaheuristics.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Comparison of population based metaheuristics for feature selection: Application to microarray data classification.
Proceedings of the 6th ACS/IEEE International Conference on Computer Systems and Applications, 2008

2007
Breaking the search space symmetry in partitioning problems: An application to the graph coloring problem.
Theor. Comput. Sci., 2007

An efficient load balancing strategy for grid-based branch and bound algorithm.
Parallel Computing, 2007

Guest Editorial - Applications of Nature Inspired Algorithms.
J. Math. Model. Algorithms, 2007

Combining Metaheuristics and Exact Methods for Solving Exactly Multi-objective Problems on the Grid.
J. Math. Model. Algorithms, 2007

Target aiming Pareto search and its application to the vehicle routing problem with route balancing.
J. Heuristics, 2007

A parallel hybrid genetic algorithm for protein structure prediction on the computational grid.
Future Generation Comp. Syst., 2007

An exact parallel method for a bi-objective permutation flowshop problem.
European Journal of Operational Research, 2007

Parallel partitioning method (PPM): A new exact method to solve bi-objective problems.
Computers & OR, 2007

The bi-objective covering tour problem.
Computers & OR, 2007

Designing cellular networks using a parallel hybrid metaheuristic on the computational grid.
Computer Communications, 2007

Nature-inspired distributed computing.
Computer Communications, 2007

A Memetic PSO Algorithm for Scalar Optimization Problems.
Proceedings of the 2007 IEEE Swarm Intelligence Symposium, 2007

A Grid-based Parallel Approach of the Multi-Objective Branch and Bound.
Proceedings of the 15th Euromicro International Conference on Parallel, 2007

Approximating the epsilon -Efficient Set of an MOP with Stochastic Search Algorithms.
Proceedings of the MICAI 2007: Advances in Artificial Intelligence, 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

Convergence of stochastic search algorithms to gap-free pareto front approximations.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

A comparison of PSO and GA approaches for gene selection and classification of microarray data.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Parallel Branch and Bound on P2P Systems.
Proceedings of the First International Conference on Complex, 2007

Grid-based evolutionary strategies applied to the conformational sampling problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

Gene selection in cancer classification using PSO/SVM and GA/SVM hybrid algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

A Parallel P2P Branch-and-Bound Algorithm for Computational Grids.
Proceedings of the Seventh IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2007), 2007

2006
On Parallel Evolutionary Algorithms on the Computational Grid.
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 Computing, 2006

Grids in bioinformatics and computational biology.
J. Parallel Distrib. Comput., 2006

Hierarchical parallel approach for GSM mobile network design.
J. Parallel Distrib. Comput., 2006

Grid computing for parallel bioinspired algorithms.
J. Parallel Distrib. Comput., 2006

COSEARCH: A Parallel Cooperative Metaheuristic.
J. Math. Model. Algorithms, 2006

Grid'5000: A Large Scale And Highly Reconfigurable Experimental Grid Testbed.
IJHPCA, 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 Datamining Techniques to Help Metaheuristics: A Short Survey.
Proceedings of the Hybrid Metaheuristics, Third International Workshop, 2006

A Multi-objective Approach to the Design of Conducting Polymer Composites for Electromagnetic Shielding.
Proceedings of the Evolutionary Multi-Criterion Optimization, 4th International Conference, 2006

Combinatorial Optimization of Stochastic Multi-objective Problems: An Application to the Flow-Shop Scheduling Problem.
Proceedings of the Evolutionary Multi-Criterion Optimization, 4th International Conference, 2006

ParadisEO-MOEO: A Framework for Evolutionary Multi-objective Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 4th International Conference, 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

Protein Sequencing with an Adaptive Genetic Algorithm from Tandem Mass Spectrometry.
Proceedings of the IEEE International Conference on Evolutionary Computation, 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

A Preliminary Work on Evolutionary Identification of Protein Variants and New Proteins on Grids.
Proceedings of the 20th International Conference on Advanced Information Networking and Applications (AINA 2006), 2006

2005
A Cooperative Parallel Metaheuristic Applied to the Graph Coloring Problem.
Proceedings of the Handbook of Bioinspired Algorithms and Applications., 2005

Parallel Hybrid Multiobjective Metaheuristics on P2P Systems.
Proceedings of the Handbook of Bioinspired Algorithms and Applications., 2005

Frameworks for the Design of Reusable Parallel and Distributed Metaheuristics.
Proceedings of the Handbook of Bioinspired Algorithms and Applications., 2005

A Hybrid Evolutionary Algorithm for Knowledge Discovery in Microarray Experiments.
Proceedings of the Handbook of Bioinspired Algorithms and Applications., 2005

Linkage disequilibrium study with a parallel adaptive GA.
Int. J. Found. Comput. Sci., 2005

Guest editorial: nature-inspired distributed computing.
Int. J. Found. Comput. Sci., 2005

Parallel Hybrid Multi-Objective Island Model in Peer-to-Peer Environment.
Proceedings of the 19th International Parallel and Distributed Processing Symposium (IPDPS 2005), 2005

Sélection d'attributs en fouille de données sur grilles.
Proceedings of the Extraction des connaissances : Etat et perspectives (Ateliers de la conférence EGC'2005), 2005

Path Relinking in Pareto Multi-objective Genetic Algorithms.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2005

Towards a Coordination Model for Parallel Cooperative P2P Multi-objective Optimization.
Proceedings of the Advances in Grid Computing, 2005

Grid for Geno-Medicine: a glimpse on the GGM project.
Proceedings of the 5th International Symposium on Cluster Computing and the Grid (CCGrid 2005), 2005

An enabling framework for parallel optimization on the computational grid.
Proceedings of the 5th International Symposium on Cluster Computing and the Grid (CCGrid 2005), 2005

Enhancements of NSGA II and Its Application to the Vehicle Routing Problem with Route Balancing.
Proceedings of the Artificial Evolution, 2005

2004
Parallel and nature-inspired computational paradigms and applications.
Parallel Computing, 2004

Building with ParadisEO reusable parallel and distributed evolutionary algorithms.
Parallel Computing, 2004

ParadisEO: A Framework for the Reusable Design of Parallel and Distributed Metaheuristics.
J. Heuristics, 2004

Cooperation between Branch and Bound and Evolutionary Approaches to Solve a Bi-objective Flow Shop Problem.
Proceedings of the Experimental and Efficient Algorithms, Third International Workshop, 2004

A Parallel Adaptive GA for Linkage Disequilibrium in Genomics.
Proceedings of the 18th International Parallel and Distributed Processing Symposium (IPDPS 2004), 2004

COSEARCH: A Parallel Co-evolutionary Metaheuristic.
Proceedings of the Hybrid Metaheuristics, First International Workshop, 2004

On Search Space Symmetry in Partitioning Problems.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2004

Clustering Nominal and Numerical Data: A New Distance Concept for a Hybrid Genetic Algorithm.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2004

NFL theorem is unusable on structured classes of problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

A multicriteria genetic algorithm to analyze microarray data.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

2003
ParadisEO: A Framework for Parallel and Distributed Metaheuristics.
Proceedings of the 17th International Parallel and Distributed Processing Symposium (IPDPS 2003), 2003

Discovering Haplotypes in Linkage Disequilibrium Mapping with an Adaptive Genetic Algorithm.
Proceedings of the Applications of Evolutionary Computing, 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

ParaDisEO-Based Design of Parallel and Distributed Evolutionary Algorithms.
Proceedings of the Artificial Evolution, 2003

2002
An Experimental Study of Multi-objective Genetic Algorithms.
Stud. Inform. Univ., 2002

ASGARD : un algorithme génétique pour les règles d'association. Application à la génomique.
Revue d'Intelligence Artificielle, 2002

A data mining approach to discover genetic and environmental factors involved in multifactorial diseases.
Knowl.-Based Syst., 2002

A Taxonomy of Hybrid Metaheuristics.
J. Heuristics, 2002

Parallel and Hybrid Models for Multi-objective Optimization: Application to the Vehicle Routing Problem.
Proceedings of the Parallel Problem Solving from Nature, 2002

Parallel GA-Based Wrapper Feature Selection for Spectroscopic Data Mining.
Proceedings of the 16th International Parallel and Distributed Processing Symposium (IPDPS 2002), 2002

Using EAs for Error Prediction in Near Infrared Spectroscopy.
Proceedings of the Applications of Evolutionary Computing, 2002

2001
Parallel Ant Colonies for the quadratic assignment problem.
Future Generation Comp. Syst., 2001

Multi-application Scheduling in Networks of Workstations and Clusters of Processors.
Proceedings of the Advanced Environments, 2001

A Parallel Genetic Algorithm for Rule Mining.
Proceedings of the 15th International Parallel & Distributed Processing Symposium (IPDPS-01), 2001

A Co-evolutionist Meta-heuristic for the Assignment of the Frequencies in Cellular Networks.
Proceedings of the Applications of Evolutionary Computing, 2001

A Hybrid Evolutionary Approach for Multicriteria Optimization Problems: Application to the Flow Shop.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2001

Scheduling parallel adaptive applications in networks of workstations and clusters of processors.
Proceedings of the 2001 IEEE International Conference on Cluster Computing (CLUSTER 2001), 2001

2000
A Parallel Adaptive Gauss-Jordan Algorithm.
The Journal of Supercomputing, 2000

Parallel adaptive computing on meta-systems including NOWs.
Parallel Computing, 2000

A Parallel Co-evolutionary Metaheuristic.
Proceedings of the Parallel and Distributed Processing, 2000

1999
Fault Tolerance of Parallel Adaptive Applications in Heterogeneous Systems.
Informatica (Slovenia), 1999

Adaptive Programming: Application to a Semi Supervised Point Prototype Clustering Algorithm.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 1999

Building and Scheduling Parallel Adaptive Applications in Heterogeneous Environments.
Proceedings of the 1st International Workshop on Cluster Computing (IWCC '99), 1999

Parallel Ant Colonies for Combinatorial Optimization Problems.
Proceedings of the Parallel and Distributed Processing, 1999

A Parallel Adaptive version of the Block-based Gauss-Jordan Algorithm.
Proceedings of the 13th International Parallel Processing Symposium / 10th Symposium on Parallel and Distributed Processing (IPPS / SPDP '99), 1999

1998
A parallel adaptive tabu search approach.
Parallel Computing, 1998

A fault-tolerant parallel heuristic for assignment problems.
Future Generation Comp. Syst., 1998

The fitness function and its impact on local search methods.
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

A Fault-Tolerant Parallel Heuristic for Assignment Problems.
IPPS/SPDP Workshops, 1998

1997
A New Approach for Checkpointing Parallel Application.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 1997

1996
Climbing Up NP-Hard Hills.
Proceedings of the Parallel Problem Solving from Nature, 1996

1994
Dynamic Load Balancing Mechanisms for a Parallel Operating System Kernel.
Proceedings of the Parallel Processing: CONPAR 94, 1994

1993
PAROS: A Generic Multi Virtual Machines Parallel Operating System.
Proceedings of the Parallel Computing: Trends and Applications, 1993

Parallel Motion Planning with the Ariadne's Clew Algorithm.
Proceedings of the Experimental Robotics III, 1993

The "Ariadne's clew" algorithm: global planning with local methods.
Proceedings of 1993 IEEE/RSJ International Conference on Intelligent Robots and Systems, 1993

1992
Using Genetic Algorithms for Robot Motion Planning.
ECAI, 1992

Parallel Robot Motion Planning in a Dynamic Environment.
Proceedings of the Parallel Processing: CONPAR 92, 1992

1991
A parallel genetic algorithm for the graph partitioning problem.
Proceedings of the 5th international conference on Supercomputing, 1991

Using Genetic Algorithms for Robot Motion Planning.
Proceedings of the Geometric Reasoning for Perception and Action, Workshop, 1991


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