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Similarity-based analogical proportions (2402.18360v1)

Published 28 Feb 2024 in cs.LO, cs.AI, and math.LO

Abstract: The author has recently introduced abstract algebraic frameworks of analogical proportions and similarity within the general setting of universal algebra. The purpose of this paper is to build a bridge from similarity to analogical proportions by formulating the latter in terms of the former. The benefit of this similarity-based approach is that the connection between proportions and similarity is built into the framework and therefore evident which is appealing since proportions and similarity are both at the center of analogy; moreover, future results on similarity can directly be applied to analogical proportions.

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References (9)
  1. Antić, C. (2022). Analogical proportions.  Annals of Mathematics and Artificial Intelligence, 90(6), 595–644. https://doi.org/10.1007/s10472-022-09798-y.
  2. Antić, C. (2023a). Analogical proportions II.  https://hal.science/hal-04246079.
  3. Antić, C. (2023b). Analogical proportions in monounary algebras.  Annals of Mathematics and Artificial Intelligence, accepted. https://doi.org/10.1007/s10472-023-09921-7.
  4. Antić, C. (2023c). Logic program proportions.  Annals of Mathematics and Artificial Intelligence. https://doi.org/10.1007/s10472-023-09904-8.
  5. Antić, C. (2023d). Proportoids.  https://arxiv.org/pdf/2210.01751.pdf.
  6. Antić, C. (2023e). Similarity.  https://arxiv.org/pdf/2302.10096v5.pdf.
  7. A Course in Universal Algebra. http://www.math.hawaii.edu/~ralph/Classes/619/univ-algebra.pdf.
  8. Galois theory for analogical classifiers.  Annals of Mathematics and Artificial Intelligence, 92, 29–47. https://doi.org/10.1007/s10472-023-09833-6.
  9. Lepage, Y. (2003). De L’Analogie. Rendant Compte de la Commutation en Linguistique. Habilitation à diriger les recherches, Université Joseph Fourier, Grenoble.
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Authors (1)
  1. Christian Antić (20 papers)