Quantum Computing Experimentation with Amazon Braket: Explore Amazon Braket quantum computing to solve combinatorial optimization problems
暫譯: 使用 Amazon Braket 進行量子計算實驗:探索 Amazon Braket 量子計算以解決組合優化問題

Khan, Alex

  • 出版商: Packt Publishing
  • 出版日期: 2022-07-29
  • 售價: $2,100
  • 貴賓價: 9.5$1,995
  • 語言: 英文
  • 頁數: 422
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1800565267
  • ISBN-13: 9781800565265
  • 相關分類: 量子計算
  • 海外代購書籍(需單獨結帳)

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商品描述

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.

商品描述(中文翻譯)

利用 Amazon Braket 增強您的量子計算之旅,深入了解如何使用 Braket 設備、構建量子電路、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

  • 為您的業務準備好利用未來量子加速的好處

  • 通過現實世界的優化案例實現量子計算概念

書籍描述:
Amazon Braket 是一個基於雲端的按需付費平台,用於在尖端量子計算機和模擬器上執行量子算法。它非常適合開發具有最新量子設備的穩健應用程式。

在這本書中,您將採取實踐的方法來學習如何將現實世界的問題運行在量子設備上。您將從 Amazon Braket 平台的介紹開始,了解目前平台上可用的設備、它們的優勢和用途。接著,您將回顧關鍵的量子概念和算法,這些概念和算法對於將現實世界的問題轉換為量子電路或基於適當設備及其能力的二次二元模型至關重要。這本書還涵蓋了各種優化案例,並附有代碼的解釋。最後,您將使用代碼示例的框架來解決您的用例,這些示例將幫助您利用量子和量子啟發技術。後面的章節涵蓋自定義函數,並包括近 200 幅圖形和圖表以可視化關鍵概念。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用例。

在本書結束時,您將擁有將當前業務應用程式和 AWS 數據與 Amazon Braket 整合的工具,以解決受限和多目標的優化問題。

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 上可用的量子計算設備的好處,包括閘量子計算機、退火器和模擬器

  • 識別哪種類型的量子設備最適合特定的用例和擴展

  • 從一組基本的用例中開發自己的代碼,處理現實世界的優化問題

  • 理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

本書適合誰:
本書適合希望將量子計算的力量帶入其組織的 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、解決方案架構師、精算師或已經在使用其他 AWS 服務(如 AWS Lambda 和 EC2)的開發人員,您會發現這本書對於探索如何利用 Amazon Braket 解決現實世界的用例以及推動您的組織朝向這一新興技術非常有用。需要具備量子計算和 Python 的基本知識。

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