Quantum Computing Experimentation with Amazon Braket: Explore Amazon Braket quantum computing to solve combinatorial optimization problems (English Edition)
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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 FeaturesLearn about various quantum devices and their use in solving combinatorial optimization problemsPrepare your business to leverage the benefits of the future quantum speedupImplement quantum computing concepts through real-world optimization use casesBook Description
Amazon 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 learnExplore the features and uses of the Amazon Braket console and componentsDiscover the benefits of quantum computing devices available on Amazon Braket, including gate quantum computers, the annealer, and simulatorsRecognize which type of quantum device is the best fit for specific use cases and scalingDevelop your own code from a basic set of use cases dealing with real-world optimization problemsUnderstand the capabilities and limitations of current quantum computing technologiesExplore the advanced features and API functions in Amazon BraketWho this book is for
This 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.
Table of ContentsSetting Up Amazon BraketBraket Devices ExplainedUser Setup, Tasks, and Understanding Device CostsWriting Your First Amazon Braket Code SampleUsing a Quantum Annealer – Developing a QUBO Function and Applying ConstraintsUsing Gate-Based Quantum Computers – Qubits and Quantum CircuitsUsing Gate Quantum Computers – Basic Quantum AlgorithmsUsing Hybrid Algorithms – Optimization Using Gate-Based Quantum ComputersRunning QAOA on Simulators and Amazon Braket DevicesAmazon Braket Hybrid Jobs, PennyLane, and Other Braket Features
(N.B. Please use the Look Inside option to see further chapters)
ASIN : B09K443PDC
Éditeur : Packt Publishing; 1er édition (29 juillet 2022)
Langue : Anglais
Taille du fichier : 31549 KB
Synthèse vocale : Activée
Confort de lecture : Activé
X-Ray : Non activée
Word Wise : Non activé
Pense-bêtes : Sur Kindle Scribe
Nombre de pages de l’édition imprimée : 422 pages