Quantum Computing Experimentation with Amazon Braket - Alex Khan

Quantum Computing Experimentation with Amazon Braket

Explore Amazon Braket quantum computing to solve combinatorial optimization problems

(Autor)

Buch | Softcover
420 Seiten
2022
Packt Publishing Limited (Verlag)
978-1-80056-526-5 (ISBN)
47,35 inkl. MwSt
Augment your quantum computing journey using Amazon Braket with in-depth details of how to use Braket devices, build quantum circuits, leverage quantum annealing and solve optimization problems

Key Features

Learn about various quantum devices and their use in solving combinatorial optimization problems
Prepare your business to leverage the benefits of the future quantum speedup
Implement quantum computing concepts through real-world optimization use cases

Book DescriptionAmazon Braket is a cloud-based pay-per-use platform for executing quantum algorithms on cutting-edge quantum computers and simulators. It is ideal for developing robust apps with the latest quantum devices.
With this book, you'll take a hands-on approach to learning how to take real-world problems and run them on quantum devices. You'll begin with an introduction to the Amazon Braket platform and learn about the devices currently available on the platform, their benefits, and their purpose. Then, you'll review key quantum concepts and algorithms critical to converting real-world problems into a quantum circuit or binary quadratic model based on the appropriate device and its capability. The book also covers various optimization use cases, along with an explanation of the code. Finally, you'll work with a framework using code examples that will help to solve your use cases with quantum and quantum-inspired technologies. Later chapters cover custom-built functions and include almost 200 figures and diagrams to visualize key concepts. You’ll be able to scan the capabilities provided by Amazon Braket and explore the functions to adapt them for specific use cases.
By the end of this book, you’ll have the tools to integrate your current business apps and AWS data with Amazon Braket to solve constrained and multi-objective optimization problems.What you will learn

Explore the features and uses of the Amazon Braket console and components
Discover the benefits of quantum computing devices available on Amazon Braket, including gate quantum computers, the annealer, and simulators
Recognize which type of quantum device is the best fit for specific use cases and scaling
Develop your own code from a basic set of use cases dealing with real-world optimization problems
Understand the capabilities and limitations of current quantum computing technologies
Explore the advanced features and API functions in Amazon Braket

Who this book is forThis book is for IT practitioners, architects, and developers looking to bring the power of quantum computing to their organizations. If you are a VP of IT, CIO, VP of architecture, chief architect, solution architect, actuarial fellow, or a developer already working on other AWS services such as AWS Lambda and EC2, you'll find this book useful in exploring how to leverage Amazon Braket for real-world use cases and to move your organization towards this emerging technology. Familiarity with the basics of quantum computing and Python is required.

Alex Khan is an advisor, entrepreneur, and educator in quantum computing. He is CEO of ZebraKet, a Canadian startup in supply chain optimization using quantum methods. He has had roles at Chicago Quantum, where he co-authored papers on portfolio optimization using D-Wave, Harrisburg University where he taught quantum computing, and at QuantFi. He continues to be an advisor at QuSecure. Alex is an experienced Health IT executive. He is an engineering/physics dual major and received his BSME from Purdue University, MSME from KSU, MBA with Health Sector Management from Duke University, and a certificate in quantum computing from MITxPro. He has been recognized by The Quantum Daily as one of the 126 advisors shaping the Quantum Computing Industry.

Table of Contents

Setting Up Amazon Braket
Braket Devices Explained
User Setup, Tasks, and Understanding Device Costs
Writing Your First Amazon Braket Code Sample
Using a Quantum Annealer – Developing a QUBO Function and Applying Constraints
Using Gate-Based Quantum Computers – Qubits and Quantum Circuits
Using Gate Quantum Computers – Basic Quantum Algorithms
Using Hybrid Algorithms – Optimization Using Gate-Based Quantum Computers
Running QAOA on Simulators and Amazon Braket Devices
Amazon Braket Hybrid Jobs, PennyLane, and Other Braket Features
Single-Objective Optimization Use Case
Multi-Objective Optimization Use Case
Appendix Knapsack BQM Derivation

Erscheinungsdatum
Vorwort Matthew R. Versaggi
Verlagsort Birmingham
Sprache englisch
Maße 191 x 235 mm
Themenwelt Mathematik / Informatik Informatik Programmiersprachen / -werkzeuge
Informatik Theorie / Studium Künstliche Intelligenz / Robotik
ISBN-10 1-80056-526-7 / 1800565267
ISBN-13 978-1-80056-526-5 / 9781800565265
Zustand Neuware
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