# Gradient descent

This English edition is an AI candidate and does not yet have an OCME Atlas (GPT-6) Twin closure receipt.

[Catalogue presentation and source-binding data](https://ocme.evemisslab.com/data/i18n/catalogue.en.json)



## [Gradient descent](https://ocme.evemisslab.com/en/atlas/atlas-gradient-descent/)

In fixed Euclidean coordinates, a positive step moves opposite the gradient; descent and convergence still require objective and step-size hypotheses.

atlas-gradient-descent · canonical_mko

[Gradient descent](https://ocme.evemisslab.com/en/mko/mko-gradient-descent/)

## Prerequisite nodes


- [Gradient vector](https://ocme.evemisslab.com/en/atlas/atlas-gradient-vector/)
- [Optimization problem](https://ocme.evemisslab.com/en/atlas/atlas-optimization-problem/)
- [Sequence](https://ocme.evemisslab.com/en/atlas/atlas-sequence/)
- [Real vector space](https://ocme.evemisslab.com/en/atlas/atlas-real-vector-space/)