Udemy – Mathematical Optimization with GAMS and Pyomo (Python) 2021-6

Published on: 2022-04-20 01:49:42

Categories: 28

Description

Mathematical Optimization with GAMS and Pyomo (Python) is a mathematical optimization training course with GAMS software and Pyomo language published by Udemy Academy. This course is completely project-oriented and, together with the course instructor, formulates and defines the challenges related to business 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 fully and practical examples, and then a set of purposeful exercises and challenges are 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 Mathematical Optimization 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 and effective parameters
Define sets, variables, parameters, functions, etc.
Work with different servers in GAMS
Import and Export data from various formats such as text, gdx and excel and …

Course specifications

Publisher: Udemy
Instructors: Hossein Shahandeh and Sanjula Kammammettu
Language: English
Level: Introductory to Advanced
Number of Lessons: 52
Duration: 8 hours and 20 minutes

Course topics

Mathematical Optimization with GAMS and Pyomo (Python) Content

Mathematical Optimization with GAMS and Pyomo (Python) Prerequisites

This course is designed for complete beginners to 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 which 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!