Chapter 5 Algorithms Based on Variational Quantum Circuits
In this chapter, we will learn about the most important application of NISQ devices, the quantum-classical hybrid algorithm based on variational quantum circuits. These algorithms are extremely important for the application of NISQ devices to real problems.
- 5-1. Variational Quantum Eigensolver(VQE)
- 5-2. Quantum Circuit Learning
- Overview of QCL
- Learning Procedure
- Implementation using the quantum simulator Qulacs
- Reference
- 5-3. Quantum Approximate Optimazation Algorithm (QAOA)