Introduction to Linear Optimization
Explore the fundamentals of linear optimization by understanding linear functions and constraints. Learn how to represent and solve linear programming problems using Python libraries such as SciPy and CVXPY. This lesson helps you apply matrix notation for efficient problem-solving and introduces practical methods for tackling linear constraints in optimization.
We'll cover the following...
We'll cover the following...
Linear optimization is the branch of optimization that deals with problems in which the target function and the constraints are linear. The field that studies the algorithms and techniques that exploit the linearity of optimization problems is called linear programming.
Linear optimization
What do we mean by linear? A linear function ...