Dynamic Optimization

  • Syllabus
  • Schedule

Site Header

Dynamic Optimization

Search

Course Information

  • Syllabus
  • Course Resources
  • Full Course Schedule
  • Short Course Schedule
  • Registration
  • Video Playlist
  • Online Help Sessions
  • Stack Overflow
  • GEKKO Documentation
  • References

Applications

  • Arduino Lab
    • Digital Twin: A B
    • Estimation: C D E
    • Predictive Control: F G H
  • Course Project
  • Artificial Pancreas
  • Benchmarks I (Basic)
  • Benchmarks II (OCP)
  • Benchmarks III (Energy)
  • Level Control
  • Inverted Pendulum
  • Double Pendulum
  • Fuel Cell
  • Ethanol Bioreactor
  • Rocket Launch
  • COVID-19

Exams

  • Practice Midterm 1
  • Practice Midterm 2
  • Practice Midterm 3
  • Practice Final

Modeling

  • Introduction
  • Languages
  • Formulation
  • Collocation
  • Initialization
  • Simulation
  • Partial Diff Eqns

Machine Learning

  • Introduction
  • Regression
  • SISO Model ID
  • MIMO Model ID
  • Classification
  • Deep Learning
  • LSTM Networks
  • Data Sources

Estimation

  • Introduction
  • Estimation and Control
  • Moving Horizon Estimation
  • Estimator Objectives
  • Estimator Tuning
  • Statistics

Control

  • Introduction
  • Model Predictive Control
  • Nonlinear Control
  • Control Objectives
  • Control Tuning
  • Discrete Variables
  • Multi-Objective
  • Stochastic MPC

Related Courses

  • 🎓 Begin Python
  • 🎓 Begin Matlab
  • 🎓 Begin Java
  • 🎓 Engineering Computing
  • 🎓 Data Science
  • 🎓 Data-Driven Engineering
  • 🎓 Machine Learning
  • 🎓 Control (MATLAB)
  • 🎓 Control (Python)
  • 🎓 Optimization
  • 🎓 Dynamic Optimization

Admin

Options:

  • fixed
  • fluid
  • orange
  • blue
  • green
  • pink
  • cyan
  • red
  • violet
  • View
  • Edit
  • History
  • Print
  • Backlinks

Dynamic Optimization

Page last modified on September 29, 2023, at 01:50 AM