{"id":26221471,"url":"https://github.com/arminarj/convex-optimization-boyd","last_synced_at":"2025-07-31T00:35:12.100Z","repository":{"id":202196544,"uuid":"260487618","full_name":"arminarj/convex-optimization-boyd","owner":"arminarj","description":"This is CVXPY implementation of convex optimization additional problems","archived":false,"fork":false,"pushed_at":"2020-05-23T20:58:49.000Z","size":68,"stargazers_count":4,"open_issues_count":0,"forks_count":1,"subscribers_count":3,"default_branch":"master","last_synced_at":"2023-10-20T08:49:14.308Z","etag":null,"topics":["boyd","convex","convex-extra-exercise","convex-optimization","cvxpy","cvxpy-notebook","ee364a","optimization","optimization-problem","soloution-links"],"latest_commit_sha":null,"homepage":"","language":"Jupyter 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Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# convex-optimization:\n\nThis is CVXPY implementation of convex optimization additional problems.\n\n### notes:\n\n- There is no guarantee for most of the solutions.\n\n\n- This repo will be incomplete, but I'll try my best to implement some essential problom of every chapter of the book in Python.\n\n- 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.\n\n## Problems: \n### Minimum fuel optimal control  (3.17):\n\nsoloution links :   [[CVX-solution]](https://see.stanford.edu/materials/lsocoee364a/hw4sol.pdf)\n[[CVXPY-Notebook]](https://github.com/arminarj/convex-optimization-boyd/blob/master/Minimum%20fuel%20optimal%20control.ipynb)\n\n### Flux balance analysis in systems biology  (18.3):\n\nsoloution links :   [[CVXPY-Notebook]](https://github.com/arminarj/convex-optimization-boyd/blob/master/Flux_balance_analysis_in_systems_biology.ipynb)\n\n\n## Problems ( Not complete ):\n\nThis section contains some of my solutions which are not complete yet.\n\n### Online advertising displays (18.4):\n\nsoloution links :  [[CVXPY-Notebook]](https://github.com/arminarj/convex-optimization-boyd/blob/master/Online_advertising_displays.ipynb)\n\n### Optimal material blending  (18.14):\n\nsoloution links :   [[CVXPY-Notebook]](https://github.com/arminarj/convex-optimization-boyd/blob/master/Optimal_material_blending.ipynb)\n\n### Standard form LP barrier method  (9.5):\n\nsoloution links :   [[CVXPY-Notebook]](https://github.com/arminarj/convex-optimization-boyd/blob/master/Standard_form_LP_barrier_method.ipynb)\n\n### Planning production with uncertain demand  (14.11):\n\nsoloution links :   [[CVXPY-Notebook]](https://github.com/arminarj/convex-optimization-boyd/blob/master/Planning_production_with_uncertain_demand.ipynb)\n\n\n### Theory applications split in a course  (18.12):\n\nsoloution links :   [[CVXPY-Notebook]](https://github.com/arminarj/convex-optimization-boyd/blob/master/Theory_applications_split_in_a_course.ipynb)\n\n\n## Appendix:\n### book examples source code:\n\nconvex optimization Stephen Boyd and Lieven Vandenberghe : [[page]](http://stanford.edu/~boyd/cvxbook/)\n\nCVXOPT page : [[CVXPOT-exmaples]](http://cvxopt.org/examples/index.html#book-examples)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Farminarj%2Fconvex-optimization-boyd","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Farminarj%2Fconvex-optimization-boyd","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Farminarj%2Fconvex-optimization-boyd/lists"}