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El-Ghazali Talbi

El-Ghazali Talbi

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Computer Science
France
2025

D-Index & Metrics

Computer Science

D-Index
65
Citations
19708
World Ranking
2433
National Ranking
29

El-Ghazali Talbi publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where El-Ghazali Talbi sits on this spectrum.

32–41 publications: 7 scientists 42–51 publications: 22 scientists 52–61 publications: 82 scientists 62–71 publications: 134 scientists 72–81 publications: 249 scientists 82–91 publications: 324 scientists 92–101 publications: 421 scientists 102–111 publications: 420 scientists 112–121 publications: 497 scientists 122–131 publications: 544 scientists 132–141 publications: 555 scientists 142–151 publications: 609 scientists 152–161 publications: 559 scientists 162–171 publications: 534 scientists 172–181 publications: 556 scientists 182–191 publications: 583 scientists 192–201 publications: 519 scientists 202–211 publications: 508 scientists 212–221 publications: 490 scientists 222–231 publications: 437 scientists 232–241 publications: 423 scientists 242–251 publications: 408 scientists 252–261 publications: 377 scientists 262–271 publications: 301 scientists 272–281 publications: 335 scientists 282–291 publications: 320 scientists 292–301 publications: 293 scientists 302–311 publications: 250 scientists 312–321 publications: 238 scientists 322–331 publications: 206 scientists 332–341 publications: 209 scientists 342–351 publications: 208 scientists 352–361 publications: 162 scientists 362–371 publications: 176 scientists 372–381 publications: 127 scientists 382–391 publications: 158 scientists 392–401 publications: 128 scientists 402–411 publications: 104 scientists 412–421 publications: 94 scientists 422–431 publications: 99 scientists 432–441 publications: 83 scientists 442–451 publications: 108 scientists 452–461 publications: 73 scientists 462–471 publications: 77 scientists 472–481 publications: 69 scientists 482–491 publications: 84 scientists 492–501 publications: 62 scientists 502–511 publications: 54 scientists 512–521 publications: 57 scientists 522–531 publications: 51 scientists 532–541 publications: 51 scientists 542–551 publications: 32 scientists 552–561 publications: 38 scientists 562–571 publications: 28 scientists 572–581 publications: 43 scientists 582–591 publications: 33 scientists 592–601 publications: 41 scientists 602–611 publications: 32 scientists 612–621 publications: 28 scientists 622–631 publications: 25 scientists 632–641 publications: 27 scientists 642–651 publications: 17 scientists 652–661 publications: 20 scientists 662–671 publications: 17 scientists 672–681 publications: 15 scientists 682–691 publications: 14 scientists 692–701 publications: 21 scientists 702–711 publications: 13 scientists 712–721 publications: 12 scientists 722–731 publications: 19 scientists 732–741 publications: 14 scientists 742–751 publications: 12 scientists 752–761 publications: 10 scientists 762–771 publications: 10 scientists 772–781 publications: 11 scientists 782–791 publications: 10 scientists 792–801 publications: 11 scientists 802–811 publications: 8 scientists 812–821 publications: 8 scientists 822–831 publications: 7 scientists 832–841 publications: 11 scientists 842–851 publications: 10 scientists 852–861 publications: 5 scientists 862–871 publications: 9 scientists 872–881 publications: 4 scientists 882–891 publications: 6 scientists 892–901 publications: 3 scientists 902–911 publications: 6 scientists 912–921 publications: 3 scientists 922–931 publications: 2 scientists 932–941 publications: 2 scientists 942–951 publications: 2 scientists 952–961 publications: 3 scientists 962–971 publications: 3 scientists 972–981 publications: 3 scientists 982–990 publications: 5 scientists 991+ publications: 100 scientists
32 publications 991+

This scientist: 538 publications — 95th percentile

95% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 991 publications or more.

El-Ghazali Talbi D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where El-Ghazali Talbi sits on this spectrum.

30–31 D-Index: 879 scientists 32–33 D-Index: 983 scientists 34–35 D-Index: 918 scientists 36–37 D-Index: 990 scientists 38–39 D-Index: 968 scientists 40–41 D-Index: 907 scientists 42–43 D-Index: 821 scientists 44–45 D-Index: 763 scientists 46–47 D-Index: 689 scientists 48–49 D-Index: 543 scientists 50–51 D-Index: 543 scientists 52–53 D-Index: 518 scientists 54–55 D-Index: 500 scientists 56–57 D-Index: 458 scientists 58–59 D-Index: 400 scientists 60–61 D-Index: 337 scientists 62–63 D-Index: 308 scientists 64–65 D-Index: 292 scientists 66–67 D-Index: 249 scientists 68–69 D-Index: 213 scientists 70–71 D-Index: 192 scientists 72–73 D-Index: 189 scientists 74–75 D-Index: 165 scientists 76–77 D-Index: 139 scientists 78–79 D-Index: 119 scientists 80–81 D-Index: 121 scientists 82–83 D-Index: 113 scientists 84–85 D-Index: 88 scientists 86–87 D-Index: 87 scientists 88–89 D-Index: 75 scientists 90–91 D-Index: 69 scientists 92–93 D-Index: 57 scientists 94–95 D-Index: 46 scientists 96–97 D-Index: 38 scientists 98–99 D-Index: 34 scientists 100–101 D-Index: 36 scientists 102–103 D-Index: 27 scientists 104–105 D-Index: 37 scientists 106–107 D-Index: 18 scientists 108–109 D-Index: 31 scientists 110–111 D-Index: 19 scientists 112–113 D-Index: 16 scientists 114–115 D-Index: 12 scientists 116–117 D-Index: 20 scientists 118–119 D-Index: 15 scientists 120–121 D-Index: 5 scientists 122–123 D-Index: 20 scientists 124–125 D-Index: 8 scientists 126–127 D-Index: 5 scientists 128–129 D-Index: 7 scientists 130 D-Index: 3 scientists 131+ D-Index: 98 scientists
30 D-Index 131+

This scientist: 65 D-Index — 83rd percentile

83% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 131 D-Index or more.

Research.com Recognitions

  • 2025 - Research.com Computer Science in France Leader Award
  • 2023 - Research.com Computer Science in France Leader Award
  • 2022 - Research.com Computer Science in France Leader Award

Overview

El-Ghazali Talbi is affiliated with the University of Lille in France and works primarily in the fields of Computer Science, Engineering, and Decision Sciences. Their research spans several subfields including Artificial Intelligence, Computational Theory and Mathematics, Industrial and Manufacturing Engineering, Management Science and Operations Research, and Statistics, Probability and Uncertainty. This diverse expertise informs their contributions to complex optimization and computational methods.

Their published work covers various main topics, notably Advanced Multi-Objective Optimization Algorithms, Metaheuristic Optimization Algorithms Research, Vehicle Routing Optimization Methods, Optimal Experimental Design Methods, Probabilistic and Robust Engineering Design, Gaussian Processes and Bayesian Inference, and Evolutionary Algorithms and Applications.

Recent papers authored or co-authored by Talbi include:

  • "Machine learning at the service of meta-heuristics for solving combinatorial optimization problems: A state-of-the-art," 2021, European Journal of Operational Research
  • "Bayesian optimization using deep Gaussian processes with applications to aerospace system design," 2020, Optimization and Engineering
  • "Multi-fidelity modeling with different input domain definitions using Deep Gaussian Processes," 2020, arXiv (Cornell University)
  • "Automated Design of Deep Neural Networks," 2021, ACM Computing Surveys
  • "Hyper-heuristics: A survey and taxonomy," 2023, Computers & Industrial Engineering

Frequent co-authors in Talbi's research include Loïc Brevault, Mathieu Balesdent, Ali Hebbal, Nouredine Melab, and Oumayma Bahri. This network reflects collaboration primarily within optimization and engineering contexts.

Talbi has published in leading venues such as Optimization and Engineering, European Journal of Operational Research, Computers & Industrial Engineering, Multimedia Tools and Applications, and arXiv (Cornell University).

In addition to journal articles, Talbi is credited with a book publication: Metaheuristics for Combinatorial Optimization, published in 2021 by Springer Nature.

Best Publications

  • Metaheuristics: From Design to Implementation

    El-Ghazali Talbi

  • A Taxonomy of Hybrid Metaheuristics

    E.-G. Talbi

  • Grid'5000: A Large Scale And Highly Reconfigurable Experimental Grid Testbed

    Raphaël Bolze;Franck Cappello;Eddy Caron;Michel Daydé

  • Multi-objective vehicle routing problems

    Nicolas Jozefowiez;Nicolas Jozefowiez;Frédéric Semet;El-Ghazali Talbi

  • ParadisEO: A Framework for the Reusable Design of Parallel and Distributed Metaheuristics

    S. Cahon;N. Melab;E.-G. Talbi

  • A parallel bi-objective hybrid metaheuristic for energy-aware scheduling for cloud computing systems

    M. Mezmaz;N. Melab;Y. Kessaci;Y. C. Lee

  • Machine Learning at the service of Meta-heuristics for solving Combinatorial Optimization Problems: A state-of-the-art

    Maryam Karimi-Mamaghan;Mehrdad Mohammadi;Patrick Meyer;Amir Mohammad Karimi-Mamaghan

  • Hybridizing exact methods and metaheuristics: A taxonomy

    Laetitia Jourdan;Matthieu Basseur;El-Ghazali Talbi

  • Parallel ant colonies for the quadratic assignment problem

    E.-G. Talbi;O. Roux;C. Fonlupt;D. Robillard

  • Gene selection in cancer classification using PSO/SVM and GA/SVM hybrid algorithms

    E. Alba;J. Garcia-Nieto;L. Jourdan;E.-G. Talbi

  • A multiobjective genetic algorithm for radio network optimization

    H. Meunier;E.-G. Talbi;P. Reininger

  • The "Ariadne's clew" algorithm: global planning with local methods

    P. Bessiere;J.-M. Ahuactzin;E.-G. Talbi;E. Mazer

  • Towards understanding uncertainty in cloud computing with risks of confidentiality, integrity, and availability

    Andrei Tchernykh;Uwe Schwiegelsohn;El-ghazali Talbi;Mikhail Babenko

  • An evolutionary algorithm for the vehicle routing problem with route balancing

    Nicolas Jozefowiez;Nicolas Jozefowiez;Frédéric Semet;El-Ghazali Talbi

  • A comparative study between dynamic adapted PSO and VNS for the vehicle routing problem with dynamic requests

    Mostepha R. Khouadjia;Briseida Sarasola;Enrique Alba;Laetitia Jourdan

  • Towards hybrid evolutionary algorithms

    Ph. Preux;E.-G. Talbi

  • A Taxonomy of Metaheuristics for Bi-level Optimization

    El-Ghazali Talbi

  • A parallel genetic algorithm for the graph partitioning problem

    E.-G. Talbi;P. Bessière

  • Common Concepts for Metaheuristics

    El‐Ghazali Talbi

  • Metaheuristics for Bi-level Optimization

    El-Ghazali Talbi

  • The “Ariadne's clew” algorithm: global planning with local methods

    Pierre Bessière;Juan-Manuel Ahuactzin;El-Ghazali Talbi;Emmanuel Mazer

  • The vehicle routing problem: Latest advances and new challenges

    Nicolas Jozefowiez;Frederic Semet;El-ghazali Talbi

Frequent Co-Authors

Pascal Bouvry
Pascal Bouvry University of Luxembourg
Enrique Alba
Enrique Alba University of Malaga
Pierre Bessière
Pierre Bessière Collège de France
Frédéric Semet
Frédéric Semet University of Lille
Albert Y. Zomaya
Albert Y. Zomaya University of Sydney
Dragos Horvath
Dragos Horvath University of Strasbourg
Bernabé Dorronsoro
Bernabé Dorronsoro University of Cádiz
José Rui Figueira
José Rui Figueira Instituto Superior Técnico
Frank Nielsen
Frank Nielsen Sony Computer Science Laboratories

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