slope vectors
[/sloʊp ˈvɛktərz/]
nounpl: slope vectors
vetores de inclinação
1. In mathematics and physics, vectors that represent the direction and magnitude of change in slope or gradient at a particular point on a surface or curve
The slope vectors indicate the steepness and direction of the terrain at each location.
Os vetores de inclinação indicam a inclinação e a direção do terreno em cada local.
2. In computer graphics and machine learning, directional vectors used in gradient descent algorithms to optimize functions by moving in the direction of steepest descent
The algorithm uses slope vectors to navigate through the loss function landscape.
O algoritmo usa vetores de inclinação para navegar pela paisagem da função de perda.
3. In differential geometry, vectors that characterize the rate and direction of change of a surface or curve
Slope vectors on the manifold help determine its geometric properties.
Os vetores de inclinação na variedade ajudam a determinar suas propriedades geométricas.
This is a specialized mathematical and technical term used primarily in academic and professional contexts in both Brazilian Portuguese and English-speaking countries. It is particularly important in fields such as machine learning, data science, and advanced mathematics education. The term is relatively consistent across regions with only minor variations in terminology.
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