Cross-entropy method

en

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Cross-entropy method

Quality:

Cross-entropy method - Monte Carlo method for importance sampling and optimization. Article “Cross-entropy method” in English Wikipedia has 17.1 points for quality (as of July 1, 2025). The article contains 1 references and 9 sections.

This article has the best quality in Thai Wikipedia. However, this article is the most popular in English version.

Since the creation of article “Cross-entropy method”, its content was written by 31 registered users of English Wikipedia and edited by 73 registered Wikipedia users in all languages.

The article is cited 18 times in English Wikipedia and cited 26 times in all languages.

The highest Authors Interest rank from 2001:

  • Local (English): #110537 in April 2019
  • Global: #168063 in May 2012

The highest popularity rank from 2008:

  • Local (English): #306476 in November 2017
  • Global: #493152 in November 2017

There are 5 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
1Thai (th)
วิธีเอนโทรปีไขว้
19.7746
2Ukrainian (uk)
Метод перехресної ентропії
18.7073
3English (en)
Cross-entropy method
17.0802
4Catalan (ca)
Mètode d'entropia creuada
15.874
5French (fr)
Méthode de l'entropie croisée
7.8103
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 "Cross-entropy method" in all the time
#LanguagePopularity awardRelative popularity
1English (en)
Cross-entropy method
351 228
2French (fr)
Méthode de l'entropie croisée
27 529
3Thai (th)
วิธีเอนโทรปีไขว้
6 348
4Ukrainian (uk)
Метод перехресної ентропії
4 768
5Catalan (ca)
Mètode d'entropia creuada
13
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 "Cross-entropy method" in June 2025
#LanguagePopularity awardRelative popularity
1English (en)
Cross-entropy method
1 120
2French (fr)
Méthode de l'entropie croisée
102
3Thai (th)
วิธีเอนโทรปีไขว้
13
4Ukrainian (uk)
Метод перехресної ентропії
8
5Catalan (ca)
Mètode d'entropia creuada
1
More...

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

The highest AI

Language versions of the article "Cross-entropy method" with the highest Authors Interest (number of authors). Only registered Wikipedia users were taken into account.
#LanguageAI awardRelative AI
1English (en)
Cross-entropy method
31
2French (fr)
Méthode de l'entropie croisée
24
3Ukrainian (uk)
Метод перехресної ентропії
12
4Thai (th)
วิธีเอนโทรปีไขว้
5
5Catalan (ca)
Mètode d'entropia creuada
1
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 "Cross-entropy method" with the highest AI in June 2025
#LanguageAI awardRelative AI
1Catalan (ca)
Mètode d'entropia creuada
0
2English (en)
Cross-entropy method
0
3French (fr)
Méthode de l'entropie croisée
0
4Thai (th)
วิธีเอนโทรปีไขว้
0
5Ukrainian (uk)
Метод перехресної ентропії
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 "Cross-entropy method" with the highest Citation Index (CI)
#LanguageCI awardRelative CI
1English (en)
Cross-entropy method
18
2French (fr)
Méthode de l'entropie croisée
3
3Ukrainian (uk)
Метод перехресної ентропії
3
4Thai (th)
วิธีเอนโทรปีไขว้
2
5Catalan (ca)
Mètode d'entropia creuada
0
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
Mètode d'entropia creuada
enEnglish
Cross-entropy method
frFrench
Méthode de l'entropie croisée
thThai
วิธีเอนโทรปีไขว้
ukUkrainian
Метод перехресної ентропії

Popularity rank trends

Best Rank English:
#306476
11.2017
Global:
#493152
11.2017

AI rank trends

Best Rank English:
#110537
04.2019
Global:
#168063
05.2012

Languages comparison

Important global interconnections (July 2024 – June 2025)

Wikipedia readers most often find their way to information on Cross-entropy method from Wikipedia articles about Cross entropy, Stochastic optimization, Simulated annealing, Reinforcement learning and Deep reinforcement learning. Whereas reading the article about Cross-entropy method people most often go to Wikipedia articles on Cross entropy, Importance sampling, Monte Carlo method, Estimation of distribution algorithm and Reuven Rubinstein.

Cumulative results of quality and popularity of the Wikipedia article

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

News from 28 January 2026

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In English Wikipedia the most popular articles on that day were: Ajit Pawar, Border 2, Sharad Pawar, Killing of Alex Pretti, Ilhan Omar, Sunetra Pawar, Todd Monken, Kristi Noem, Wonder Man (miniseries), Gregory Bovino.

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