Python GEKKO Optimization Suite - Free Engineering Optimization Software

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This video provides an overview of the GEKKO Optimization Suite, an open-source Python package for optimization and control of dynamic systems.

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Optimize Ordinary Differential 0:07:57

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Discrete Optimization in 0:12:01

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Solve ODEs with 0:12:38

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Python Optimization Example: 0:03:54

Python Optimization Example: Constrained Box Volume with GEKKO

Moving Horizon Estimation 0:11:52

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Nonlinear Regression with 0:09:50

Nonlinear Regression with Python GEKKO

Optimize with Python 0:38:59

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Model Predictive Control 0:12:01

Model Predictive Control with Python GEKKO

Singular Optimal Control 0:14:16

Singular Optimal Control Solved with GEKKO

Machine Learning with 0:17:05

Machine Learning with Neural Network in Python GEKKO

Reaction Optimization with 0:08:20

Reaction Optimization with GEKKO

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How to fix 0:04:07

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Process Simulation with 0:08:25

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Model Reduction with 0:09:41

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Комментарии
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Recent additions make the local solve available on MacOS and Linux ARM processors such as Raspberry Pi. There are also versions available for Windows and standard Linux distributions.

rrc
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Hi, nice video.
I tried to implement your inverted pendulum example, but it is throwing an error at m.solve().

yf
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I have question please. Can I use this method in machining? to optimize the cutting parameters. Thank you.

yousseftouggui