Systems Engineering and Artificial Intelligence

Publisher : Springer

ISBN-13 : 9783030772826

Page : 569 pages

Rating : 4.5/5 from 826 voters

This book provides a broad overview of the benefits from a Systems Engineering design philosophy in architecting complex systems composed of artificial intelligence (AI), machine learning (ML) and humans situated in chaotic environments. The major topics include emergence, verification and validation of systems using AI/ML and human systems integration to develop robust and effective human-machine teams—where the machines may have varying degrees of autonomy due to the sophistication of their embedded AI/ML. The chapters not only describe what has been learned, but also raise questions that must be answered to further advance the general Science of Autonomy. The science of how humans and machines operate as a team requires insights from, among others, disciplines such as the social sciences, national and international jurisprudence, ethics and policy, and sociology and psychology. The social sciences inform how context is constructed, how trust is affected when humans and machines depend upon each other and how human-machine teams need a shared language of explanation. National and international jurisprudence determine legal responsibilities of non-trivial human-machine failures, ethical standards shape global policy, and sociology provides a basis for understanding team norms across cultures. Insights from psychology may help us to understand the negative impact on humans if AI/ML based machines begin to outperform their human teammates and consequently diminish their value or importance. This book invites professionals and the curious alike to witness a new frontier open as the Science of Autonomy emerges.

More Books:

Systems Engineering and Artificial Intelligence
Language: en
Pages: 569
Authors: William F. Lawless
Categories: Computers
Type: BOOK - Published: 2021-11-02 - Publisher: Springer

This book provides a broad overview of the benefits from a Systems Engineering design philosophy in architecting complex systems composed of artificial intellig
Applications of Artificial Intelligence in Process Systems Engineering
Language: en
Pages: 540
Authors: Jingzheng Ren
Categories: Technology & Engineering
Type: BOOK - Published: 2021-06-05 - Publisher: Elsevier

Applications of Artificial Intelligence in Process Systems Engineering offers a broad perspective on the issues related to artificial intelligence technologies
Systems Engineering and Artificial Intelligence
Language: en
Pages:
Authors: William F. Lawless
Categories:
Type: BOOK - Published: - Publisher: Springer Nature

Advances in Artificial Intelligence, Software and Systems Engineering
Language: en
Pages: 615
Authors: Tareq Ahram
Categories: Technology & Engineering
Type: BOOK - Published: 2020-07-03 - Publisher: Springer Nature

This book addresses emerging issues concerning the integration of artificial intelligence systems in our daily lives. It focuses on the cognitive, visual, socia
Machine Learning and Systems Engineering
Language: en
Pages: 614
Authors: Sio-Iong Ao
Categories: Technology & Engineering
Type: BOOK - Published: 2010-10-05 - Publisher: Springer Science & Business Media

A large international conference on Advances in Machine Learning and Systems Engineering was held in UC Berkeley, California, USA, October 20-22, 2009, under th
Engineering Artificially Intelligent Systems
Language: en
Pages: 281
Authors: William F. Lawless
Categories: Computers
Type: BOOK - Published: 2021-11-16 - Publisher: Springer Nature

Many current AI and machine learning algorithms and data and information fusion processes attempt in software to estimate situations in our complex world of nes
Advances in Artificial Intelligence, Software and Systems Engineering
Language: en
Pages: 567
Authors: Tareq Z. Ahram
Categories: Technology & Engineering
Type: BOOK - Published: 2018-06-28 - Publisher: Springer

This book focuses on emerging issues following the integration of artificial intelligence systems in our daily lives. It focuses on the cognitive, visual, socia
Artificial Intelligence and Digital Systems Engineering
Language: en
Pages: 128
Authors: Adedeji B. Badiru
Categories: Technology & Engineering
Type: BOOK - Published: 2021-08-11 - Publisher: CRC Press

The resurgence of artificial intelligence has been fueled by the availability of the present generation of high-performance computational tools and techniques.
Artificial Intelligence in Process Systems Engineering
Language: en
Pages: 112
Authors:
Categories:
Type: BOOK - Published: 1990 - Publisher:

Engineering Intelligent Systems
Language: en
Pages: 350
Authors: Barclay R. Brown
Categories: Technology & Engineering
Type: BOOK - Published: 2022-09-21 - Publisher: Wiley

This book brings an integrated perspective to several major current themes in the engineering of technological and business systems. Part I begins with an intro