2020 Complete Pyomo Bootcamp: Python Optimization Beginners

2020 Complete Pyomo Bootcamp: Python Optimization Beginners

What you’ll learn

• Write simple and complex pyomo models
• LP, MIP, MINLP, NLP ,QCP, MIQCP
• How to mathematically formulate your optimization problems in Python?
• Practice Exercises to Confirm the Learnings
• How to find the duality coefficients of the constraints ?
• Build the skills you need to get your first Operation research / Optimization job /OR Scientist position
• Build a complete understanding of Pyomo models from the ground up!
• How to start coding your optimization problem in Python (pyomo)? Linear programming, Mixed Integer programming, Quadratic programming, Non-linear Programming
• Is it suitable for Mechanical engineering ? Yes, for example : design problems
• Is it suitable for Chemical engineering ? Yes, for example : optimal design of chemical systems, optimal operation of chemical units, pooling-blending, optimal control of a process and etc.
• Is it suitable for Electrical engineering ? Yes, for example : optimal operation and planning of power plants, optimal power flow and etc.
• Is it suitable for Civil engineering ? Yes for example in traffic management, bridge design , reinforcement planning and etc.