Beginner Guide to APMonitor for MATLAB

preview_player
Показать описание
The APMonitor Modeling Language is optimization software for mixed-integer and differential algebraic equations. It is coupled with large-scale solvers for linear, quadratic, nonlinear, and mixed integer programming (LP, QP, NLP, MILP, MINLP). Modes of operation include data reconciliation, real-time optimization, dynamic simulation, and nonlinear predictive control. It is freely available through MATLAB, Python, or from a web browser interface.
  1. APMonitor.com
  2. APMonitor
  3. Optimization
  4. Dynamic
  5. Modeling
  6. Modelling
Рекомендации по теме
Beginner Guide to 0:09:11

Beginner Guide to APMonitor for Python

Beginner Guide to 0:10:15

Beginner Guide to APMonitor for MATLAB

SciPy Beginner's Guide 0:11:03

SciPy Beginner's Guide for Optimization

Data Science 🐍 0:09:54

Data Science 🐍 Python Course

The APMonitor Community 0:01:01

The APMonitor Community

GEKKO Optimization Suite 0:56:07

GEKKO Optimization Suite Overview

APMonitor Local Server 0:10:38

APMonitor Local Server Install

Beginner's Guide to 0:29:16

Beginner's Guide to PID Control

Install Python on 0:19:30

Install Python on Windows

Python Resources for 0:10:08

Python Resources for Beginners

Install Python GEKKO 0:08:40

Install Python GEKKO and Change Options

Comparing MATLAB and 0:16:33

Comparing MATLAB and Python for Optimization

Machine Learning for 0:16:40

Machine Learning for Engineers Course Intro

Data-Driven Engineering Course 0:01:29

Data-Driven Engineering Course Introduction

Linear Programming in 0:15:53

Linear Programming in Python

Python for Beginners 0:23:31

Python for Beginners with Spyder IDE

Tutorial on how 0:08:20

Tutorial on how to run APMonitor locally (Thundersnow)

Beginner Keras / 0:19:33

Beginner Keras / TensorFlow Tutorial for Deep Learning

PID Control in 0:11:21

PID Control in Python

Model Reduction with 0:09:41

Model Reduction with Intermediates in GEKKO

Optimize Oxygen Storage 0:12:49

Optimize Oxygen Storage

Python 🐍 Introduction 0:13:03

Python 🐍 Introduction

Python Tutorial for 0:15:25

Python Tutorial for Engineering Optimization

Python 🐍 Solve 0:10:41

Python 🐍 Solve Linear Equations

Комментарии
Автор

Hello John, Thank you for providing these valuable tutorials and toolboxes. Quick question, I have tried using hs71 example and noticed that the results depend on initial values for variables. Can you explain why the results are so dependent on x0? I am exploring using the APMonitor tools to solve problems I have been using excel-solver for. Thanks for your response in advance.

getshantu
Автор

Dear Sir,
Could you please tell me if I can use the Global Optimization toolbox with an external solver (the Variable-Projection algorithm) or should it be used with the solvers that exist in MATLAB only?
Thanks

mina