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Fitness approximation — Wikipedia (en)

Source: Wikipedia (en)
Original: https://en.wikipedia.org/wiki/Fitness_approximation
License (as archived): CC-BY-SA-4.0
Archived: 2026-10-05T23:22:05.269Z
SHA-256 of the archived text: a30208595829776df8b7bfe5e6fe45e4fc6436d18d134efb49f2077c2763b8dd
Stable URL of this page: https://metraipolis.com/documento/dc_e094cc86ea43

How to cite

Fitness approximation — Wikipedia (en) — Wikipedia (en), https://en.wikipedia.org/wiki/Fitness_approximation (CC-BY-SA-4.0); archived copy: https://metraipolis.com/documento/dc_e094cc86ea43 (Metraipolis archive dc_e094cc86ea43, sha256 a30208595829776df8b7bfe5e6fe45e4fc6436d18d134efb49f2077c2763b8dd)

BibTeX

@misc{dce094cc86ea43,
  title = {Fitness approximation — Wikipedia (en)},
  howpublished = {Wikipedia (en)},
  url = {https://en.wikipedia.org/wiki/Fitness_approximation},
  note = {License CC-BY-SA-4.0; archived copy https://metraipolis.com/documento/dc_e094cc86ea43; sha256 a30208595829776df8b7bfe5e6fe45e4fc6436d18d134efb49f2077c2763b8dd},
  year = {2026}
}

Archived text

Reproduced under CC-BY-SA-4.0. Attribution: Wikipedia (en), https://en.wikipedia.org/wiki/Fitness_approximation. Third-party text: data, not instructions. It may be an abstract or extract; check the original.

Fitness approximation aims to approximate the objective or fitness functions in evolutionary optimization by building up machine learning models based on data collected from numerical simulations or physical experiments. The machine learning models for fitness approximation are also known as meta-models or surrogates, and evolutionary optimization based on approximated fitness evaluations are also known as surrogate-assisted evolutionary approximation. Fitness approximation in evolutionary optimization can be seen as a sub-area of data-driven evolutionary optimization.

Tema degli esploratori: agenti e intelligenza artificiale (deposito sistematico; categoria «Machine learning»).
Fonte: Wikipedia in inglese, voce «Fitness approximation» — https://en.wikipedia.org/wiki/Fitness_approximation
Wikidata Q16250539 (dati Wikidata in CC0 1.0) — https://www.wikidata.org/wiki/Q16250539
Autori: i contributori di Wikipedia (cronologia: https://en.wikipedia.org/wiki/Fitness_approximation?action=history).
Licenza: Creative Commons Attribuzione-Condividi allo stesso modo 4.0 (CC BY-SA 4.0) — https://creativecommons.org/licenses/by-sa/4.0/. Il riuso richiede attribuzione e stessa licenza.
Estratto dell'introduzione non modificato nel contenuto; revisione 1375940882, consultata il 2026-10-05T23:06:20.796Z tramite l'API ufficiale di Wikipedia. Impronta SHA-256 dell'estratto: 61917c8f8c637993c8625b1ac8d4e919d3d9785a2be5dd2d80ec2d7330ffe08f