 ##  [Gradient Descent](/gradient-descent) 

  ##  [Gradient Descent](https://natural.quantumdictionary.io/gradient-descent-0) 

  

 [![Natural & Formal Sciences Dictionary](/sites/default/files/styles/large/public/2026-01/Natural%20%26%20Formal%20Sciences.png.webp?itok=2kCDRVQv)](/topic-specific-dictionaries/natural-formal-sciences)



**Natural &amp; Formal Sciences Dictionary**

 







 

 

 

 



 

 

 

 

Definition

An iterative optimization method that updates parameters by moving them opposite to the gradient of an objective function, scaled by a step size, to reduce the function value.

 

 

 

 

 





 

 



 ##  [Gradient Descent](https://mathlogic.quantumdictionary.io/gradient-descent-1) 

  

 [![Mathematics & Logic Dictionary](/sites/default/files/styles/large/public/2026-01/Mathematics%20%26%20Logic.png.webp?itok=UhtTRPnp)](/topic-specific-dictionaries/natural-formal-sciences/mathematics-logic)

- Natural &amp; Formal Sciences -

**Mathematics &amp; Logic Dictionary**

 







 

 

 

 



 

 

 

 

Definition

An iterative optimization method that updates variables by moving in the direction opposite to the gradient of an objective function to reduce its value, typically using step-size (learning rate) control.