Mathematical Optimization with GAMS and Pyomo (Python) is a mathematical optimization training course with GAMS software and Pyomo language published by Udemy Academy. This training course is completely project-oriented, and together with the instructor of course 16, you will formulate and define business-related challenges in a completely mathematical way, and you will find the most optimal solution.
This training course consists of four separate modules, which are called Linear programming, Nonlinear programming, Integer programming, and Integer optimization, respectively. In each of these modules, the basic and important principles of each of the mathematical optimization approaches are explained with 3 completely comprehensive and practical examples, and then a set of targeted exercises and challenges will be presented to the student.
The questions raised are from various fields such as business, basic sciences, management, and engineering and have scientific and practical value.
What you will learn in the Mathematical Optimization course with GAMS and Pyomo (Python):
- Mathematical optimization
- Linear programming
- Integer programming (Linear Optimization)
- Nonlinear programming
- General Algebraic Modeling System (GAMS)
- Basics of Python programming language
- Ability to recognize objective function, decision variables, constraint,s and effective parameters
- Define sets, variables, parameters, functions and%
- Work with different servers in GAMS
- Import and Export data from various formats such as text, gdx, excel, and…
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Instructor: Hossein Shahandeh and Sanjula Kammammettu
Education Level: Basic to Advanced
Number of Courses: 52
Training Duration: 8 hours and 20 minutes
Prerequisites for Mathematical Optimization course with GAMS and Pyomo (Python)
This course is designed for complete beginners in mathematical optimization. There are no coding prerequisites either, as we go through the functions and syntaxes in GAMS and Pyomo in detail. We instruct you on the download and demo license installation for GAMS. Pyomo is an open-source package that we use Google Colaboratory to run. Therefore, all you need is a functional Google account, and you are ready to get started on this introductory journey to optimization!
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Download Part 1 – 1 GB
Download Part 2 – 1 GB
Download Section 3 – 689 MB
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