arminarj / convex-optimization-boyd

This is CVXPY implementation of convex optimization additional problems

convex-optimization:

This is CVXPY implementation of convex optimization additional problems.

notes:

• There is no guarantee for most of the solutions.

• This repo will be incomplete, but I'll try my best to implement some essential problom of every chapter of the book in Python.

• If you find any mistakes or find alternate solution or anything please send a pull request and help me to keep the list up to date.

Problems:

Minimum fuel optimal control (3.17):

soloution links : [CVX-solution] [CVXPY-Notebook]

Flux balance analysis in systems biology (18.3):

soloution links : [CVXPY-Notebook]

Problems ( Not complete ):

This section contains some of my solutions which are not complete yet.

Online advertising displays (18.4):

soloution links : [CVXPY-Notebook]

Optimal material blending (18.14):

soloution links : [CVXPY-Notebook]

Standard form LP barrier method (9.5):

soloution links : [CVXPY-Notebook]

Planning production with uncertain demand (14.11):

soloution links : [CVXPY-Notebook]

Theory applications split in a course (18.12):

soloution links : [CVXPY-Notebook]

Appendix:

book examples source code:

convex optimization Stephen Boyd and Lieven Vandenberghe : [page]

CVXOPT page : [CVXPOT-exmaples]