A tutorial on Quantum Approximate Optimization Algorithm (Oct 2020). Part 1: Theory

Описание к видео A tutorial on Quantum Approximate Optimization Algorithm (Oct 2020). Part 1: Theory

[UPD] A new and slightly improved version of this tutorial is available here:    • Tutorial on Combinatorial Optimizatio...  

Part 1 of the tutorial on Combinatorial Optimization on Quantum Computers.

The slides and the Jupyter notebooks for the hands-on session can be downloaded here:
https://github.com/rsln-s/IEEE_QW_2020

0:00 Intro
0:55 Part 0: Big picture considerations
7:03 Part 1: Mapping combinatorial optimization problems onto quantum computers
21:03 Part 1.1: Mapping arbitrary binary functions
28:50 Part 2: Quantum Approximate Optimization Algorithm (QAOA)
37:26 Part 2.1: Connection between QAOA and adiabatic quantum optimization
44:20 Part 2.2: Training QAOA purely classically
50:15 Conclusion

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