complexity analysis
[/kəmˈplɛksɪti əˈnæləsɪs/]
nounpl: complexity analyses
análise de complexidade
1. A computational technique for evaluating the efficiency of algorithms by measuring their time and space requirements as a function of input size
Complexity analysis helps developers understand how an algorithm will perform with large datasets.
A análise de complexidade ajuda desenvolvedores a entender como um algoritmo funcionará com grandes conjuntos de dados.
2. The systematic study of computational resources (time and memory) consumed by an algorithm relative to the size of the input
The programmer performed a complexity analysis on the sorting function to ensure it could handle millions of records.
O programador realizou uma análise de complexidade na função de ordenação para garantir que pudesse processar milhões de registros.
3. A method to classify algorithms using Big O notation and other asymptotic measures of algorithm efficiency
Through complexity analysis, we determined that the new algorithm had O(n log n) time complexity.
Por meio da análise de complexidade, determinamos que o novo algoritmo tinha complexidade de tempo O(n log n).
Complexity analysis is a fundamental concept in computer science education and professional software development in both Brazil and the USA. It is particularly important in tech hubs like São Paulo and Silicon Valley. The terminology is standardized across both Portuguese-speaking regions and English-speaking countries due to the international nature of computer science.
Related Idioms & Phrases
analyze the complexity of an algorithm
perform a complexity analysis
the complexity analysis shows that
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