maximization algorithm
[/ˌmæksɪmaɪˈzeɪʃən ˈælɡərɪðəm/]
nounpl: maximization algorithms
algoritmo de maximização
1. A computational procedure designed to find the maximum value of a function or optimize a system to achieve the highest possible output or performance
The maximization algorithm iteratively improved the system's efficiency until it reached the optimal solution.
O algoritmo de maximização melhorou iterativamente a eficiência do sistema até alcançar a solução ótima.
2. In machine learning and operations research, a method used to adjust parameters to achieve the best possible results
The gradient ascent maximization algorithm was applied to train the neural network model.
O algoritmo de maximização de ascensão de gradiente foi aplicado para treinar o modelo de rede neural.
This is specialized technical terminology primarily used in computer science, mathematics, engineering, and data science fields in both Brazil and the USA. The term is universally understood in academic and corporate environments dealing with computational optimization. In Brazil, it's commonly encountered in engineering programs and tech startups, while in the USA it's standard in Silicon Valley and research institutions.
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