minimization method
[ˌmɪn.ə.məˈzeɪ.ʃən ˈmɛθ.əd]
nounpl: minimization methods
método de minimização
1. A mathematical or computational technique used to find the minimum value of a function or objective function
The gradient descent algorithm is a popular minimization method in machine learning.
O algoritmo de descida de gradiente é um método de minimização popular em aprendizado de máquina.
2. An optimization strategy that reduces or decreases a particular quantity, cost, error, or risk to its lowest possible level
The company implemented a cost minimization method to improve profitability.
A empresa implementou um método de minimização de custos para melhorar a lucratividade.
3. In psychology or behavioral science, a technique to downplay or reduce the significance or impact of something negative
Risk minimization methods help organizations identify and mitigate potential threats.
Os métodos de minimização de risco ajudam as organizações a identificar e mitigar ameaças potenciais.
This term is primarily used in technical, academic, and business contexts in both Brazil and the USA. In Brazilian Portuguese-speaking tech communities, 'método de minimização' is the standard terminology used in machine learning, operations research, and mathematics. The concept is fundamental to modern data science and optimization practices across both cultures.
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