Quantum Computing Experimentation with Amazon Braket: Explore Amazon Braket quantum computing to solve combinatorial optimization problems

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 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 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 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.

加強您的量子計算之旅，使用Amazon Braket深入了解如何使用Braket設備、建立量子電路、利用量子退火並解決優化問題。

主要特點：
- 了解各種量子設備及其在解決組合優化問題中的應用
- 為您的業務準備，以利用未來的量子加速優勢
- 通過實際優化案例實施量子計算概念

書籍描述：
Amazon Braket是一個基於雲的按使用量計費平台，可在尖端量子計算機和模擬器上執行量子算法。它非常適合使用最新的量子設備開發強大的應用程序。

通過本書，您將以實踐的方式學習如何將現實世界的問題轉化為量子設備上運行。您將首先介紹Amazon Braket平台，了解目前在平台上提供的設備、其優勢和用途。然後，您將回顧關鍵的量子概念和算法，這些對於將現實世界的問題轉化為基於適當設備和其能力的量子電路或二次二元模型至關重要。本書還涵蓋了各種優化案例，並解釋了代碼。最後，您將使用代碼示例來解決量子和量子啟發技術的使用案例。後面的章節涵蓋了自定義的功能，並包含近200個圖片和圖表來可視化關鍵概念。您將能夠掃描Amazon Braket提供的功能，並探索這些功能以適應特定的使用案例。

通過閱讀本書，您將具備將當前業務應用程序和AWS數據與Amazon Braket集成，以解決受限和多目標優化問題的工具。

您將學到什麼：
- 探索Amazon Braket控制台和組件的功能和用途
- 發現Amazon Braket提供的量子計算設備的優勢，包括閘量子計算機、退火器和模擬器
- 確定哪種類型的量子設備最適合特定的使用案例和擴展
- 從基本的實際優化問題集開始，開發自己的代碼
- 了解當前量子計算技術的能力和限制
- 探索Amazon Braket中的高級功能和API函數

本書適合對將量子計算的威力引入其組織的IT從業人員、架構師和開發人員。如果您是IT副總裁、CIO、架構副總裁、首席架構師、精算研究員或已經在使用其他AWS服務（如AWS Lambda和EC2）的開發人員，您將發現本書對於探索如何利用Amazon Braket解決現實世界使用案例並將您的組織引向這一新興技術非常有用。需要熟悉量子計算和Python的基礎知識。