computational optimization
[/ˌkɒmpjuˈteɪʃənəl ˌɒptɪmaɪˈzeɪʃən/]
noun
otimização computacional
1. The process of improving computer program efficiency or algorithm performance by reducing resource consumption such as execution time, memory usage, or computational cost
Computational optimization is crucial for developing faster machine learning models.
A otimização computacional é crucial para desenvolver modelos de aprendizado de máquina mais rápidos.
2. The application of mathematical techniques and algorithms to find the best solution to a computational problem within given constraints
The team focused on computational optimization to reduce the processing time of their data analysis software.
A equipe se concentrou em otimização computacional para reduzir o tempo de processamento de seu software de análise de dados.
3. The field of study concerned with improving the performance and efficiency of computer algorithms and systems
Advances in computational optimization have enabled better real-time data processing capabilities.
Os avanços em otimização computacional permitiram melhores capacidades de processamento de dados em tempo real.
This is a technical term primarily used in computer science, software engineering, and mathematics fields. In Brazil, the term is widely used in academic institutions like USP and UNICAMP, as well as in the growing tech sector. In the United States, it's a standard term in Silicon Valley and academic computer science departments. The field has become increasingly important with the rise of big data and artificial intelligence applications.
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