search

Ceyron / machine-learning-and-simulation

All the handwritten notes 📝 and source code files 🖥️ used in my YouTube Videos on Machine Learning & Simulation (https://www.youtube.com/channel/UCh0P7KwJhuQ4vrzc3IRuw4Q)
MIT License
801 stars 176 forks source link

ODE Optimal Control as an aside derivation from the adjoint sensitivity by lagrange method #17

Open shayshay42 opened 6 months ago

shayshay42 commented 6 months ago

Hi @Ceyron

I love the videos! Wrote up the derivation for the ODE adjoints and wrote a derivation for getting gradients for an optimal controller u(t) that influences the ODEs. I'm working on the derivation for the adjoint of a hybrid ODE system with events. Let me know if these would be useful additions to the notes for viewers and I can open a pull request!

Thanks, Shayan

sensitivity.pdf

Ceyron commented 6 months ago

Hi Shayan,

Excellent job writing that up 👍. I think that could be a good topic for your first blog post? Would be nice to also have derivation of these topics in nice HTML quality. Would be happy to link to it from the video once. :)

shayshay42 commented 6 months ago

This is a great idea! Will be in touch...