Introduction to Mastering Linear Programming

Explore the fascinating world of Linear Programming (LP), a mathematical technique used for optimizing resources. This course introduces you to the foundational concepts and practical implementations of LP techniques. Through detailed video lectures, hands-on exercises, and real-world examples, you'll learn to solve optimization problems efficiently and gain insights into the applications of LP in various industries.


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Last update: 04/2024
English

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Course Overview

3 sections . 9 lessons .

Introduction to Linear Programming

What is Linear Programming? 14:23
Applications of Linear Programming 15:09
Key Terminology in Linear Programming 7:43
Introduction to Linear Programming Quiz 20 min

Formulating and Solving LP Problems

Steps to Model a Linear Programming Problem 14:23
Graphical Solution Technique 7:39
Introduction to the Simplex Method 12:40
Formulating and Solving LP Problems Quiz 20 min

Advanced Linear Programming Techniques

Using Excel Solver for Optimization 5:22
Deep Dive into the Simplex Method 13:12
Sensitivity Analysis in LP 13:16
Advanced Linear Programming Techniques Quiz 20 min

Instructor

21 published courses

8 courses sold

Instructor ratings

4.25 (4 ratings)
Goal

Course Objectives

Understand the fundamental concepts and theories behind Linear Programming.

Learn to formulate Linear Programming problems from real-world scenarios.

Master the graphical method of solving LP problems for two-variable scenarios.

Gain proficiency in utilizing the Simplex method for solving multi-variable LP problems.

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Prerequisites

point

Basic knowledge of Algebra and Graphs.

point

Understanding of elementary Mathematical Modeling concepts.

point

Familiarity with spreadsheet tools like Microsoft Excel.

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