Bayesian optimization

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Bayesian optimization

Quality:

Bayesian optimization - optimization technique for undifferentiable, black-box functions. Article “Bayesian optimization” in English Wikipedia has 53.4 points for quality (as of July 1, 2025). The article contains 50 references and 8 sections.

In this language version of Wikipedia the article has the best quality. Also, this article is the most popular in that (English) language version.

In June 2025 the article “Bayesian optimization” was edited by 1 authors in English Wikipedia and written by 1 authors in all languages.

Since the creation of article “Bayesian optimization”, its content was written by 49 registered users of English Wikipedia and edited by 85 registered Wikipedia users in all languages.

The article is cited 29 times in English Wikipedia and cited 60 times in all languages.

The highest Authors Interest rank from 2001:

  • Local (English): #30683 in November 2013
  • Global: #33188 in March 2025

The highest popularity rank from 2008:

  • Local (English): #132918 in November 2021
  • Global: #217632 in February 2025

There are 8 language versions for this article in the WikiRank database (of the considered 55 Wikipedia language editions).

The quality and popularity assessment was based on Wikipédia dumps from July 1, 2025 (including revision history and pageviews for previous years).

The table below shows the language versions of the article with the highest quality.

Languages with the highest quality

#LanguageQuality gradeQuality score
1English (en)
Bayesian optimization
53.3731
2German (de)
Bayes’sche Optimierung
51.3546
3Ukrainian (uk)
Баєсова оптимізація
43.6913
4Spanish (es)
Optimización bayesiana
36.2424
5French (fr)
Optimisation bayésienne
34.3241
6Finnish (fi)
Bayesilainen optimointi
24.1843
7Persian (fa)
بهینه‌ساز بیزی
23.7082
8Catalan (ca)
Optimització bayesiana
20.5232
More...

The following table shows the most popular language versions of the article.

Most popular in all the time

The most popular language versions of the article "Bayesian optimization" in all the time
#LanguagePopularity awardRelative popularity
1English (en)
Bayesian optimization
684 679
2German (de)
Bayes’sche Optimierung
21 340
3Spanish (es)
Optimización bayesiana
2 668
4Persian (fa)
بهینه‌ساز بیزی
1 179
5French (fr)
Optimisation bayésienne
1 040
6Ukrainian (uk)
Баєсова оптимізація
979
7Catalan (ca)
Optimització bayesiana
649
8Finnish (fi)
Bayesilainen optimointi
558
More...

The following table shows the language versions of the article with the highest popularity in the last month.

Most popular in June 2025

The most popular language versions of the article "Bayesian optimization" in June 2025
#LanguagePopularity awardRelative popularity
1English (en)
Bayesian optimization
6 788
2German (de)
Bayes’sche Optimierung
555
3French (fr)
Optimisation bayésienne
279
4Spanish (es)
Optimización bayesiana
127
5Ukrainian (uk)
Баєсова оптимізація
35
6Persian (fa)
بهینه‌ساز بیزی
15
7Finnish (fi)
Bayesilainen optimointi
13
8Catalan (ca)
Optimització bayesiana
8
More...

The following table shows the language versions of the article with the highest Authors’ Interest.

The highest AI

Language versions of the article "Bayesian optimization" with the highest Authors Interest (number of authors). Only registered Wikipedia users were taken into account.
#LanguageAI awardRelative AI
1English (en)
Bayesian optimization
49
2German (de)
Bayes’sche Optimierung
17
3Catalan (ca)
Optimització bayesiana
4
4Ukrainian (uk)
Баєсова оптимізація
4
5Spanish (es)
Optimización bayesiana
3
6Finnish (fi)
Bayesilainen optimointi
3
7French (fr)
Optimisation bayésienne
3
8Persian (fa)
بهینه‌ساز بیزی
2
More...

The following table shows the language versions of the article with the highest Authors’ Interest in the last month.

The highest AI in June 2025

Language versions of the article "Bayesian optimization" with the highest AI in June 2025
#LanguageAI awardRelative AI
1English (en)
Bayesian optimization
1
2Catalan (ca)
Optimització bayesiana
0
3German (de)
Bayes’sche Optimierung
0
4Spanish (es)
Optimización bayesiana
0
5Persian (fa)
بهینه‌ساز بیزی
0
6Finnish (fi)
Bayesilainen optimointi
0
7French (fr)
Optimisation bayésienne
0
8Ukrainian (uk)
Баєсова оптимізація
0
More...

The following table shows the language versions of the article with the highest number of citations.

The highest CI

Language versions of the article "Bayesian optimization" with the highest Citation Index (CI)
#LanguageCI awardRelative CI
1English (en)
Bayesian optimization
29
2German (de)
Bayes’sche Optimierung
16
3Ukrainian (uk)
Баєсова оптимізація
8
4Spanish (es)
Optimización bayesiana
3
5Catalan (ca)
Optimització bayesiana
1
6Persian (fa)
بهینه‌ساز بیزی
1
7Finnish (fi)
Bayesilainen optimointi
1
8French (fr)
Optimisation bayésienne
1
More...

Scores

Estimated value for Wikipedia:
English:
Global:
Popularity in June 2025:
English:
Global:
Popularity in all years:
English:
Global:
Authors in June 2025:
English:
Global:
Registered authors in all years:
English:
Global:
Citations:
English:
Global:

Quality measures

Interwikis

#LanguageValue
caCatalan
Optimització bayesiana
deGerman
Bayes’sche Optimierung
enEnglish
Bayesian optimization
esSpanish
Optimización bayesiana
faPersian
بهینه‌ساز بیزی
fiFinnish
Bayesilainen optimointi
frFrench
Optimisation bayésienne
ukUkrainian
Баєсова оптимізація

Popularity rank trends

Best Rank English:
#132918
11.2021
Global:
#217632
02.2025

AI rank trends

Best Rank English:
#30683
11.2013
Global:
#33188
03.2025

Languages comparison

Important global interconnections (July 2024 – June 2025)

Wikipedia readers most often find their way to information on Bayesian optimization from Wikipedia articles about Derivative-free optimization, Hyperparameter optimization, Active learning, Mathematical optimization and Design of experiments. Whereas reading the article about Bayesian optimization people most often go to Wikipedia articles on Kriging, Gaussian process, Thompson sampling, Multi-armed bandit and Prior probability.

Cumulative results of quality and popularity of the Wikipedia article

List of Wikipedia articles in different languages (starting with the most popular):

News from 21 February 2026

On 21 February 2026 in multilingual Wikipedia, Internet users most often read articles on the following topics: Jeffrey Epstein, Alysa Liu, Eric Dane, 2026 Winter Olympics, Rebecca Gayheart, Johannes Høsflot Klæbo, Wuthering Heights, amyotrophic lateral sclerosis, Andrew Mountbatten-Windsor, John F. Kennedy Jr..

In English Wikipedia the most popular articles on that day were: Eric Dane, Alysa Liu, Rebecca Gayheart, Jeffrey Epstein, 2026 Winter Olympics, Eileen Gu, John F. Kennedy Jr., Carolyn Bessette Kennedy, Deaths in 2026, Johannes Høsflot Klæbo.

About WikiRank

The WikiRank project is intended for automatic relative evaluation of the articles in the various language versions of Wikipedia. At the moment the service allows to compare over 44 million Wikipedia articles in 55 languages. Quality scores of articles are based on Wikipedia dumps from July, 2025. When calculating current popularity and AI of articles data from June 2025 was taken into account. For historical values of popularity and AI WikiRank used data from 2001 to 2025... More information