Learn how to mathematically formulate 16 business problems and find their optimal solutions with GAMS and Pyomo (Python)
This introductory course to optimization in GAMS and Pyomo (Python) contains 4 modules, namely,
Linear programming
Nonlinear programming
Mixed Integer Linear Programming, and
Mixed-Integer Nonlinear Programming
In each module, we aim to teach you the basics of each type of optimization through 3 different illustrative examples and 1 assingment from different areas of science, engineering, and management. Using these examples, we aim to gently introduce you to coding in two environments commonly used for optimization, GAMS and Pyomo. GAMS is a licensed software, for which we use a demo license in this course. Pyomo is an open-source package in Python, which we use Google Colaboratory to run. As we proceed through the different examples in each module, we also introduce different functionalities in GAMS and Python, including data import and export.
At the end of this course, you will be able to,
Read a problem statement and build an optimization model
Be able to identify the objective function, decision variables, constraints, and parameters
Code an optimization model in GAMS
Define sets, variables, parameters, scalars, equations
Use different solvers in GAMS
Leverage the NEOS server for optimization
Import data from text, gdx, and spreadsheet files
Export data to text, gdx, and spreadsheet files
Impose different variable ranges, and bounds
Code an optimization model in Pyomo
Define models, sets, variables, parameters, constraints, and objective function
Use different solvers in Pyomo
Leverage the NEOS server for optimization
Import data from text, gdx, and spreadsheet files
Export data to text, gdx, and spreadsheet files
Impose different variable ranges, and bounds
Mathematical Optimization with GAMS and Pyomo (Python)
Learn how to mathematically formulate 16 business problems and find their optimal solutions with GAMS and Pyomo (Python)”
Este curso se encuentra de manera gratuita gracias a un cupón que podrás encontrar aquí abajo.
Toma en cuenta que este tipo de cupones duran por muy poco tiempo.
Si el cupón ya ha expirado podrás adquirir el curso de manera habitual.
Este tipo de cupones duran muy pocas horas, e incluso solo minutos después de haber sido publicados.
Debido a una actualización de Udemy ahora solo existen 1,000 cupones disponibles, NO nos hacemos responsables si el cupón ya venció.
Para obtener el curso con su cupón usa el siguiente botón:
Deja tus comentarios y sugerencias
Sobre Facialix
Facialix es un sitio web que tiene como objetivo apoyar en el aprendizaje y educación de jóvenes y grandes. Buscando y categorizando recursos educativos gratuitos de internet, de esta manera Facialix ayuda en el constante aprendizaje de todos.