Description
Mathematical Optimization with GAMS and Pyomo (Python) is a training course in mathematical optimization with GAMS software and the Pyomo language published by Udemy Academy. This course is completely project oriented and, together with the course instructor, formulates and defines business-related challenges in a completely mathematical way and solves the problem. This course consists of four modules called linear programming (linear programming), nonlinear programming (nonlinear programming), linear integer optimization (integer programming) and nonlinear integer optimization, respectively. In each of these modules, the basic and important principles of each of them are explained, mathematical optimization with 3 complete and practical examples, then a set of useful exercises and challenges are presented to the student.
The questions raised come from various fields such as business, basic sciences, management and engineering and have scientific and practical value.
What you will learn in mathematical optimization with GAMS and Pyomo (Python)
- mathematical optimization
- linear programming
- Integer programming (linear optimization)
- nonlinear programming
- General Algebraic Modeling System (GAMS)
- Python Programming Language Basics
- Ability to recognize the objective function, decision variables, constraints and effective parameters
- Define sets, variables, parameters, functions, etc.
- Working with different servers in GAMS
- Import and export data from various formats such as text, gdx and Excel and…
Course Specifications
Editor: Udemy
Instructors: Hossein Shahandeh and Sanjula Kamammettu
French language
Level: Introductory to Advanced
Number of lessons: 52
Duration: 8 hours and 20 minutes
course topics
Mathematical optimization with GAMS and Pyomo (Python)
This course is designed for complete beginners in mathematical optimization. There are also no coding prerequisites, as we review the functions and syntax of GAMS and Pyomo in detail. We explain how to download and install the demo license for GAMS. Pyomo is an open source package that we use Google Colaboratory to run. Therefore, all you need is a working Google account, and you are ready to embark on this introductory optimization journey!
Pictures
Introductory video to mathematical optimization with GAMS and Pyomo (Python)
installation guide
After the clip, watch with your favorite reader.
english subtitles
Quality: 720p
Download link
File password(s): free download software
size
2.68 GB