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EPFLx: Optimization: principles and algorithms - Linear optimization
Introduction to linear optimization, duality and the simplex algorithm.
₹4897
This Course Includes
edx
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5 weeks at 6-8 hours per week
english
Online - Self Paced
course
EPFLx
About EPFLx: Optimization: principles and algorithms - Linear optimization
Introduction to linear optimization, duality and the simplex algorithm.
What You Will Learn?
- Formulation: you will learn from simple examples how to formulate, transform and characterize an optimization problem. .
- Constraints: you will learn how to represent the constraints of a linear optimization problem, both from a geometric and algebraic point of views..
- Duality: you will learn how to derive a companion problem called the "dual". .
- Optimality conditions: you will learn sufficient and necessary conditions for an optimal solution. .
- Simplex method: you will learn an algorithm to solve a linear optimization problem..