English Lexicon

Algorithm Analysis

/ˈæl.ɡə.rɪ.ðəm əˈnæl.ɪ.sɪs/
nounCEFR C1 (Advanced)Top #8450 frequency
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Comprehensive Definitions & Senses

2 senses
As noun
  1. 1

    The process of determining the computational complexity and resource requirements, such as time and space, of an algorithm.

    "Algorithm analysis is crucial for ensuring that large-scale software systems run efficiently under heavy data loads."
  2. 2

    The theoretical study of the performance and scaling behavior of computer programs.

    "Her thesis focuses on the automated algorithm analysis of decentralized machine learning models."

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Linguistic Origin & Historical Etymology

The term combines 'algorithm', derived from the 9th-century Persian mathematician al-Khwarizmi via Latin, and 'analysis', originating from ancient Greek meaning 'a breaking up' or 'loosening'. It emerged as a formal computer science concept in the mid-20th century alongside the rise of digital computing and computational complexity theory.

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10 Global Lexicons: How "Algorithm Analysis" is said worldwide

Click any language below to open its dedicated Language to English dictionary page with native script & transliteration

🇫🇷French → English

analyse d'algorithme

Transliteration: anali-z d'algo-ritm

"L'analyse d'algorithme permet d'optimiser le temps d'exécution."

🇩🇪German → English

Algorithmenanalyse

Transliteration: al-go-rit-men-a-na-ly-se

"Die Algorithmenanalyse ist ein wesentlicher Bestandteil der Informatik."

🇮🇹Italian → English

analisi degli algoritmi

Transliteration: anali-zi dei-gli al-go-rit-mi

"Un'attenta analisi degli algoritmi riduce i costi di calcolo."

🇪🇸Spanish → English

análisis de algoritmos

Transliteration: a-na-li-sis de al-go-rit-mos

"El análisis de algoritmos ayuda a predecir el rendimiento del software."

🇵🇹Portuguese → English

análise de algoritmos

Transliteration: a-na-li-zi dji aw-go-hiz-moosh

"A análise de algoritmos é fundamental para engenheiros de software."

🇮🇳Hindi → English

एल्गोरिदम विश्लेषण

Transliteration: algorithm vishleshana

"सॉफ्टवेयर की गति सुधारने के लिए एल्गोरिदम विश्लेषण आवश्यक है।"

🇨🇳Chinese → English

算法分析

Transliteration: suàn fǎ fēn xī

"算法分析可以帮助我们评估程序的运行效率。"

🇰🇷Korean → English

알고리즘 분석

Transliteration: algorijeum bunseok

"효율적인 코드를 작성하려면 알고리즘 분석이 필수적입니다."

🇯🇵Japanese → English

アルゴリズム解析

Transliteration: arugorizumu kaiseki

"アルゴリズム解析を通じて処理時間を短縮する。"

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