Skip to content
/ Optimization-Algorithms Public

Three optimization methods are implemented in this notebook, and since optimizing a function is an iterative process, three step methods are implemented as options as well.

0 stars 0 forks Branches Tags Activity
Star
Notifications You must be signed in to change notification settings

mahdis-repo/Optimization-Algorithms

BranchesTags

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

2 Commits

NLOptimization.ipynb

NLOptimization.ipynb

 
 

README.md

README.md

 
 

Repository files navigation

This notebook entails:

  • Gradient Descent Algorithm
  • Newton's method
  • Hybrid Newton-Gradient methods, in case Hessian is not inversable

This implementation is able to use three step methods:

  • constant
  • line search
  • backtracking

About

Three optimization methods are implemented in this notebook, and since optimizing a function is an iterative process, three step methods are implemented as options as well.

Topics

optimization

Resources

Readme
Activity

Stars

0 stars

Watchers

1 watching

Forks

0 forks
Report repository

Releases

No releases published

Packages

No packages published

Languages