PennyLaneAI
[DEMO] Simulated Annealing
General information
Name Mahnoor Fatima.
Twitter @MahnoorTheJack
Image
Demo information
Title Optimizing a Variational Quantum Circuit via Simulated Annealing
Abstract In this tutorial, a variational quantum circuit is optimized by using simulated annealing. This algorithm returns a stochastic global optima for the optimization problem.
Relevant links Link to tutorial: https://github.com/maxwell04-wq/simulated-annealing-pennylane/blob/main/Simulated_Annealing_Tutorial_Pennylane.ipynb
References:
- https://www.mathworks.com/help/gads/what-is-simulated-annealing.html#:~:text=Simulated%20annealing%20is%20a%20method,thus%20minimizing%20the%20system%20energy.
- https://projecteuclid.org/journals/statistical-science/volume-8/issue-1/Simulated-Annealing/10.1214/ss/1177011077.full
Thank you for contributing this Demo @maxwell04-wq! It will not count for unitaryHACK officially since it's outside the main pennylane repo but I will contact you to your email to get your shipping details for a swag pack directly from Xanadu!
I will let you know when the demo is up on our site. Congratulations on this contribution!
Hi @maxwell04-wq, I wanted to let you know that your demo is now on the PennyLane website! Congratulations! You can see it here.