In this tutorial, you will delve into the realm of gradients within CVXPY and learn how to leverage them effectively for optimization tasks. Introduction to Problem and Solution Grasping the concept of gradients is pivotal when dealing with optimization problems. In CVXPY, the computation of gradients for objective functions or constraints plays a crucial role … Read more
What will you learn? Explore strategies to address the “Problem is unbounded” error when dealing with optimization problems using cvxpy. Gain insights on adjusting constraints and modifying the objective function to ensure a bounded solution. Introduction to the Problem and Solution Encountering the “Problem is unbounded” error in cvxpy signifies that the optimization problem lacks … Read more
What will you learn? In this comprehensive guide, you will delve into the perplexing issue of encountering a “Strict inequalities are not allowed” error in CVXPY. You will understand why this error occurs and how to effectively troubleshoot and resolve it. By mastering the nuances of constraint formulation in CVXPY, you will be able to … Read more