Convex optimization python example

Feb 24, 2023Convex Linear Optimization with CVXPY CVXPY is a library in Python that contains a set of classes and functions designed for solving convex 

What are the different sections in a convex optimization tutorial?

The Derivatives section shows how to compute sensitivity analyses and gradients of solutions

There are also application-specific sections

The Machine learning section is a tutorial on convex optimization in machine learning

The Advanced and Advanced Applications sections contains more complex examples for experts in convex optimization

What is cvxpy in Python?

CVXPY: A Python-Embedded Modeling Language for Convex Optimization CVXPY is a domain-speci c language for convex optimization embedded in Python

It allows the user to express convex optimization problems in a natural syntax that follows the math, rather than in the restrictive standard form required by solvers


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