Mathematical Optimization in Python :Using PuLP, Python-MIP

A Practical Approach to Solving Optimization Problems: Learn PuLP and Python-MIP Syntax and Features

Created by: Shunsuke Hata
Python,JavaScript,GO,swift

What Will I Learn?

• Basic Usage of Python Libraries such as PuLP and Python-MIP
• Differences and Features of PuLP and Python-MIP
• Fundamentals of Mathematical Optimization including Linear Programming and its Applications
• Classic Problems and Solutions in Mathematical Optimization: Production Planning, Knapsack Problem and Traveling Salesman Problem (TSP)

Requirements

• How to use list and dictionary types in Python (not necessarily required)

Target audience

• Individuals eager to gain expertise in leveraging Mathematical Optimization, including Linear Programming, for practical business applications
• Those striving to attain proficiency in the fundamental usage of Python libraries like PuLP and python-mip