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Fabio Caraffini

Swansea University

10 papers hereh-index 231.6k citations85 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author7
  • last author2

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.NE6
  • cs.AI1
  • cs.LG1
  • physics.chem-ph1
  • stat.ME1
affiliations
  • Swansea University
Homepage
same name
  • Fabio Caraffini — 7 papers, h 9
  • Fabio Caraffini — 3 papers, h 2
  • Fabio Caraffini — 1 paper, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20142024
most citedInfeasibility and structural bias in Differential Evolution

104 citations · 366 across the 10 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.NE2021★ 15 cited

Emergence of Structural Bias in Differential Evolution

Bas van Stein, Fabio Caraffini, Anna V. Kononova

Heuristic optimisation algorithms are in high demand due to the overwhelming amount of complex optimisation problems that need to be solved. The complexity of these problems is wel…

stat.ME2021★ 7 cited

Is there Anisotropy in Structural Bias?

Diederick Vermetten, Anna V. Kononova, Fabio Caraffini +2

Structural Bias (SB) is an important type of algorithmic deficiency within iterative optimisation heuristics. However, methods for detecting structural bias have not yet fully matu…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.