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Quantum Computing Experimentation with Amazon Braket

You're reading from   Quantum Computing Experimentation with Amazon Braket Explore Amazon Braket quantum computing to solve combinatorial optimization problems

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Product type Paperback
Published in Jul 2022
Publisher Packt
ISBN-13 9781800565265
Length 420 pages
Edition 1st Edition
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Author (1):
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Alex Khan Alex Khan
Author Profile Icon Alex Khan
Alex Khan
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Table of Contents (19) Chapters Close

Preface 1. Introduction
2. Section 1: Getting Started with Amazon Braket FREE CHAPTER
3. Chapter 1: Setting Up Amazon Braket 4. Chapter 2: Braket Devices Explained 5. Chapter 3: User Setup, Tasks, and Understanding Device Costs 6. Chapter 4: Writing Your First Amazon Braket Code Sample 7. Section 2: Building Blocks for Real-World Use Cases
8. Chapter 5: Using a Quantum Annealer – Developing a QUBO Function and Applying Constraints 9. Chapter 6: Using Gate-Based Quantum Computers – Qubits and Quantum Circuits 10. Chapter 7: Using Gate Quantum Computers – Basic Quantum Algorithms 11. Chapter 8: Using Hybrid Algorithms – Optimization Using Gate-Based Quantum Computers 12. Chapter 9: Running QAOA on Simulators and Amazon Braket Devices 13. Section 3: Real-World Use Cases
14. Chapter 10: Amazon Braket Hybrid Jobs, PennyLane, and other Braket Features 15. Chapter 11: Single-Objective Optimization Use Case 16. Chapter 12: Multi-Objective Optimization Use Case 17. Other Books You May Enjoy Appendix: Knapsack BQM Derivation

Single-qubit gate rotation example – the Bloch Clock

We can apply specific rotations around each axis using the rx(q,θ), ry(q,θ), or rz(q,φ) gates. Here, q is the qubit number, and θ and φ are the rotation angles in radians. Thus, any value from 0 to 2π or 0 to -2π will fully rotate the vector around that axis back to the starting point. Any multiples will cause multiple rotations.

To try out two new gates RY and RZ, represented by the following functions, ry() and rz(), we will encode the time of the day in the Bloch sphere. Looking back at Figure 6.1, we will use the rotation around the Y-axis or the θ angle to represent the hour of the day and the φ angle to represent the minutes.

Representing the hour of the day using θ

Thus, through the day, the qubit vector will spiral down from the |0⟩ state, representing midnight, to the equator, which will be at noon, and then continue to spiral down to the...

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