Ementorhub

What you'll learn

Understand the theoretical properties of linear programs, integer programs, and nonlinear programs.

Apply the mathematical properties to reduce the complexity of real-world problems or to solve it.

Skills you'll gain

Applied Mathematics

Network Model

Mathematical Modeling

Advanced Mathematics

Process Optimization

Operations Research

Algorithms

Statistical Machine Learning

Linear Algebra

Transportation Operations

Machine Learning

There are 8 modules in this course

The series of courses consists of three parts, we focus on deterministic optimization techniques, which is a major part of the field of OR. As the third part of the series, we study mathematical properties of linear programs, integer programs, and nonlinear programs. We also introduce applications of these theoretical properties: How they help us develop better ways to solve mathematical programs.

Duality

Sensitivity Analysis and Dual Simplex Method

Network Flow

Convex Analysis

Lagrangian Duality and the KKT condition

Case Study

Course Summary and Future Learning Directions