Engineering Intelligent Systems: Systems Engineering and Design with Artificial Intelligence, Visual Modeling, and Systems Thinking
暫譯: 工程智慧系統:結合人工智慧、視覺建模與系統思維的系統工程與設計

Brown, Barclay R.

  • 出版商: Wiley
  • 出版日期: 2022-10-04
  • 售價: $4,650
  • 貴賓價: 9.5$4,418
  • 語言: 英文
  • 頁數: 384
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1119665590
  • ISBN-13: 9781119665595
  • 相關分類: 人工智慧
  • 海外代購書籍(需單獨結帳)

商品描述

Exploring the three key disciplines of intelligent systems

As artificial intelligence (AI) and machine learning technology continue to develop and find new applications, advances in this field have generally been focused on the development of isolated software data analysis systems or of control systems for robots and other devices. By applying model-based systems engineering to AI, however, engineers can design complex systems that rely on AI-based components, resulting in a larger, more complex intelligent systems that more successfully integrate humans and AI.

Engineering Intelligent Systems relies on Dr. Barclay Brown's 25 years of experience in software and systems engineering to propose an integrated perspective to the challenges and opportunities in the use of artificial intelligence to create better technological and business systems. While most recent research on the topic has focused on adapting and improving algorithms and devices, this book puts forth the innovative idea of transforming the systems in our lives, our societies, and our businesses into intelligent systems. At its heart, this book is about how to combine systems engineering and systems thinking with the newest technologies to design increasingly intelligent systems.

Engineering Intelligent Systems readers will also find:

  • An introduction to the fields of artificial intelligence with machine learning, model-based systems engineering (MBSE), and systems thinking--the key disciplines for making systems smarter
  • An example of how to build a deep neural network in a spreadsheet, with no code or specialized mathematics required
  • An approach to the visual representation of systems, using techniques from moviemaking, storytelling, visual systems design, and model-based systems engineering
  • An analysis of the potential ability of computers to think, understand and become conscious and its implications for artificial intelligence
  • Tools to allow for easier collaboration and communication among developers and engineers, allowing for better understanding between stakeholders, and creating a faster development cycle
  • A systems thinking approach to people systems--systems that consist only of people and which form the basis for our organizations, communities and society.

Engineering Intelligent Systems offers an intriguing new approach to making systems more intelligent using artificial intelligence, machine learning, systems thinking, and system modeling and therefore will be of interest to all engineers and business professionals, particularly systems engineers.

商品描述(中文翻譯)

**探索智能系統的三個關鍵學科**

隨著人工智慧(AI)和機器學習技術的持續發展及其新應用的出現,這一領域的進展通常集中在開發孤立的軟體數據分析系統或機器人及其他設備的控制系統。然而,通過將基於模型的系統工程應用於AI,工程師可以設計依賴於AI組件的複雜系統,從而產生更大、更複雜的智能系統,成功地整合人類與AI。

《工程智能系統》依賴於Dr. Barclay Brown在軟體和系統工程方面的25年經驗,提出了一種綜合的視角來應對使用人工智慧創造更好技術和商業系統的挑戰與機遇。雖然最近對該主題的研究大多集中在調整和改進算法及設備上,但本書提出了將我們生活、社會和商業中的系統轉變為智能系統的創新想法。本書的核心在於如何將系統工程和系統思維與最新技術相結合,以設計出日益智能的系統。

《工程智能系統》的讀者還將發現:
- 人工智慧、機器學習、基於模型的系統工程(MBSE)和系統思維的介紹——使系統更智能的關鍵學科
- 如何在電子表格中構建深度神經網絡的示例,無需編碼或專業數學知識
- 使用電影製作、故事講述、視覺系統設計和基於模型的系統工程技術的系統視覺表示方法
- 對計算機思考、理解和意識潛在能力的分析及其對人工智慧的影響
- 促進開發者和工程師之間更輕鬆協作和溝通的工具,增進利益相關者之間的理解,並創造更快的開發週期
- 對「人系統」的系統思維方法——僅由人組成的系統,構成我們組織、社區和社會的基礎。

《工程智能系統》提供了一種有趣的新方法,利用人工智慧、機器學習、系統思維和系統建模使系統更智能,因此將吸引所有工程師和商業專業人士,特別是系統工程師的興趣。

作者簡介

Barclay R. Brown, PhD, is the Associate Director for Artificial Intelligence for Collins Aerospace, a division of Raytheon Technologies. Prior to that he was an Engineering Fellow in the missile systems division of Raytheon, and before that served as a Global Solution Architect for IBM, working with systems engineering and AI products. Dr. Brown has been a practitioner, consultant and speaker on artificial intelligence, systems engineering, and software development for over 25 years and holds degrees in electrical engineering, psychology, business, and systems engineering. He is a certified Expert Systems Engineering Professional and CIO of INCOSE, the International Council on Systems Engineering.

作者簡介(中文翻譯)

巴克萊·R·布朗(Barclay R. Brown)博士是雷神科技(Raytheon Technologies)旗下柯林斯航空(Collins Aerospace)人工智慧的副主任。在此之前,他曾擔任雷神的導彈系統部門的工程研究員,並在此之前擔任IBM的全球解決方案架構師,專注於系統工程和人工智慧產品。布朗博士在人工智慧、系統工程和軟體開發領域擁有超過25年的實務經驗、顧問經歷和演講經歷,並擁有電機工程、心理學、商業和系統工程的學位。他是認證的專家系統工程專業人員,並擔任國際系統工程委員會(INCOSE)的首席資訊官(CIO)。

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