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Researcher · Laboratoire d'Informatique de l'École Polytechnique · France

Benjamin Doerr

Benjamin Doerr publishes mostly in Artificial Intelligence, Computational Theory and Mathematics and Molecular Biology, on topics such as Evolutionary Algorithms and Applications, Metaheuristic Optimization Algorithms Research and Advanced Multi-Objective Optimization Algorithms.

ORCID 0000-0001-5283-4208 OpenAlex
World rank
#1,253,317
of 7,710,434 ranked researchers
Rank in France
#57,399
of 324,115
Works
60
Citations
975
Citations per work
16.3
h-index
17
i10-index 23Top 18% in Artificial Intelligence
Benjamin Doerr

What does Benjamin Doerr research?

Benjamin Doerr's work is mostly in Computer Science (77%), Biochemistry, Genetics and Molecular Biology (4%), Mathematics (2%).

Physical Sciences: 48 works · 79.6% of their workComputer Science: 46 works · 77.1% of their workArtificial Intelligence: 37 works · 62.3% of their workComputational Theory and Mathematics: 9 works · 14.8% of their workMathematics: 2 works · 2.5% of their workStatistics and Probability: 2 works · 2.5% of their workEverything else: 8 works · 14.1% of their workLife Sciences: 3 works · 4.4% of their workBiochemistry, Genetics and Molecular Biology: 3 works · 4.4% of their workMolecular Biology: 2 works · 2.5% of their workGenetics: 1 works · 1.9% of their workSocial Sciences: 1 works · 1.9% of their workDecision Sciences: 1 works · 1.9% of their workManagement Science and Operations Research: 1 works · 1.9% of their workTHEIR WORKBenjamin Doerr60works
Life Sciences4%Physical Sciences80%Social Sciences2%

Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.

The fields and subfields, with their numbers
    1. Computer Science4677.1%
    2. Mathematics22.5%
  2. Everything else814.1%
    1. Biochemistry, Genetics and Molecular Biology34.4%
    1. Decision Sciences11.9%
  1. 1Artificial Intelligence62% of their works
  2. 2Computational Theory and Mathematics15% of their works
  3. 3Molecular Biology2% of their works
  4. 4Statistics and Probability2% of their works
  5. 5Management Science and Operations Research2% of their works
  6. 6Genetics2% of their works

Research topics

Which keywords describe Benjamin Doerr's research?

The keywords of their largest research topics: Evolutionary Algorithms, Multiobjective Optimization, Particle Swarm Optimization, Genetic Programming, Machine Learning, Ant Colony Optimization, Differential Evolution and Genetic Algorithm.

Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.

All 19 words, with their numbers
  1. Evolutionary Algorithms993 topics
  2. Multiobjective Optimization622 topics
  3. Particle Swarm Optimization602 topics
  4. Genetic Programming391 topic
  5. Machine Learning391 topic
  6. Ant Colony Optimization371 topic
  7. Differential Evolution371 topic
  8. Genetic Algorithm231 topic
  9. Surrogate Modeling231 topic
  10. Compression51 topic
  11. Deep Learning51 topic
  12. Reinforcement Learning51 topic
  13. Suffix Arrays51 topic
  14. Monte Carlo Tree Search41 topic
  15. Procedural Content Generation41 topic
  16. Bayesian Networks31 topic
  17. Causal Inference31 topic
  18. Adaptation21 topic
  19. Evolution21 topic

Where does Benjamin Doerr work?

Benjamin Doerr's main affiliation in the publication record is Laboratoire d'Informatique de l'École Polytechnique, France.

How many publications and citations does Benjamin Doerr have?

OpenAlex counts 60 works and 975 citations for Benjamin Doerr, an h-index of 17, ranking #1,253,317 of 7,710,434 researchers worldwide on the quality score.

Ranked on field-normalised citation excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.

Other researchers named Benjamin Doerr

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