Smart Computing and Self-Adaptive Systems

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Publisher : CRC Press
ISBN 13 : 1000509974
Total Pages : 328 pages
Book Rating : 4.0/5 (5 download)

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Book Synopsis Smart Computing and Self-Adaptive Systems by : Simar Preet Singh

Download or read book Smart Computing and Self-Adaptive Systems written by Simar Preet Singh and published by CRC Press. This book was released on 2021-12-19 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book intends to cover various problematic aspects of emerging smart computing and self-adapting technologies comprising of machine learning, artificial intelligence, deep learning, robotics, cloud computing, fog computing, data mining algorithms, including emerging intelligent and smart applications related to these research areas. Further coverage includes implementation of self-adaptation architecture for smart devices, self-adaptive models for smart cities and self-driven cars, decentralized self-adaptive computing at the edge networks, energy-aware AI-based systems, M2M networks, sensors, data analytics, algorithms and tools for engineering self-adaptive systems, and so forth. Acts as guide to Self-healing and Self-adaptation based fully automatic future technologies Discusses about Smart Computational abilities and self-adaptive systems Illustrates tools and techniques for data management and explains the need to apply, and data integration for improving efficiency of big data Exclusive chapter on the future of self-stabilizing and self-adaptive systems of systems Covers fields such as automation, robotics, medical sciences, biomedical and agricultural sciences, healthcare and so forth This book is aimed researchers and graduate students in machine learning, information technology, and artificial intelligence.

An Introduction to Self-adaptive Systems

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1119574935
Total Pages : 288 pages
Book Rating : 4.1/5 (195 download)

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Book Synopsis An Introduction to Self-adaptive Systems by : Danny Weyns

Download or read book An Introduction to Self-adaptive Systems written by Danny Weyns and published by John Wiley & Sons. This book was released on 2020-10-07 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: A concise and practical introduction to the foundations and engineering principles of self-adaptation Though it has recently gained significant momentum, the topic of self-adaptation remains largely under-addressed in academic and technical literature. This book changes that. Using a systematic and holistic approach, An Introduction to Self-adaptive Systems: A Contemporary Software Engineering Perspective provides readers with an accessible set of basic principles, engineering foundations, and applications of self-adaptation in software-intensive systems. It places self-adaptation in the context of techniques like uncertainty management, feedback control, online reasoning, and machine learning while acknowledging the growing consensus in the software engineering community that self-adaptation will be a crucial enabling feature in tackling the challenges of new, emerging, and future systems. The author combines cutting-edge technical research with basic principles and real-world insights to create a practical and strategically effective guide to self-adaptation. He includes features such as: An analysis of the foundational engineering principles and applications of self-adaptation in different domains, including the Internet-of-Things, cloud computing, and cyber-physical systems End-of-chapter exercises at four different levels of complexity and difficulty An accompanying author-hosted website with slides, selected exercises and solutions, models, and code Perfect for researchers, students, teachers, industry leaders, and practitioners in fields that directly or peripherally involve software engineering, as well as those in academia involved in a class on self-adaptivity, this book belongs on the shelves of anyone with an interest in the future of software and its engineering.

Software Engineering for Self-Adaptive Systems

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 3642021603
Total Pages : 271 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Software Engineering for Self-Adaptive Systems by : Betty H. C. Cheng

Download or read book Software Engineering for Self-Adaptive Systems written by Betty H. C. Cheng and published by Springer Science & Business Media. This book was released on 2009-06-19 with total page 271 pages. Available in PDF, EPUB and Kindle. Book excerpt: The carefully reviewed papers in this state-of-the-art survey describe a wide range of approaches coming from different strands of software engineering, and look forward to future challenges facing this ever-resurgent and exacting field of research.

Self-Adaptive Systems for Machine Intelligence

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1118025598
Total Pages : 189 pages
Book Rating : 4.1/5 (18 download)

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Book Synopsis Self-Adaptive Systems for Machine Intelligence by : Haibo He

Download or read book Self-Adaptive Systems for Machine Intelligence written by Haibo He and published by John Wiley & Sons. This book was released on 2011-09-15 with total page 189 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book will advance the understanding and application of self-adaptive intelligent systems; therefore it will potentially benefit the long-term goal of replicating certain levels of brain-like intelligence in complex and networked engineering systems. It will provide new approaches for adaptive systems within uncertain environments. This will provide an opportunity to evaluate the strengths and weaknesses of the current state-of-the-art of knowledge, give rise to new research directions, and educate future professionals in this domain. Self-adaptive intelligent systems have wide applications from military security systems to civilian daily life. In this book, different application problems, including pattern recognition, classification, image recovery, and sequence learning, will be presented to show the capability of the proposed systems in learning, memory, and prediction. Therefore, this book will also provide potential new solutions to many real-world applications.

Smart Computing and Self-Adaptive Systems

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Author :
Publisher : CRC Press
ISBN 13 : 100050994X
Total Pages : 289 pages
Book Rating : 4.0/5 (5 download)

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Book Synopsis Smart Computing and Self-Adaptive Systems by : Simar Preet Singh

Download or read book Smart Computing and Self-Adaptive Systems written by Simar Preet Singh and published by CRC Press. This book was released on 2021-12-19 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book intends to cover various problematic aspects of emerging smart computing and self-adapting technologies comprising of machine learning, artificial intelligence, deep learning, robotics, cloud computing, fog computing, data mining algorithms, including emerging intelligent and smart applications related to these research areas. Further coverage includes implementation of self-adaptation architecture for smart devices, self-adaptive models for smart cities and self-driven cars, decentralized self-adaptive computing at the edge networks, energy-aware AI-based systems, M2M networks, sensors, data analytics, algorithms and tools for engineering self-adaptive systems, and so forth. Acts as guide to Self-healing and Self-adaptation based fully automatic future technologies Discusses about Smart Computational abilities and self-adaptive systems Illustrates tools and techniques for data management and explains the need to apply, and data integration for improving efficiency of big data Exclusive chapter on the future of self-stabilizing and self-adaptive systems of systems Covers fields such as automation, robotics, medical sciences, biomedical and agricultural sciences, healthcare and so forth This book is aimed researchers and graduate students in machine learning, information technology, and artificial intelligence.

Software Engineering for Self-Adaptive Systems III. Assurances

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Author :
Publisher : Springer
ISBN 13 : 3319741837
Total Pages : 435 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Software Engineering for Self-Adaptive Systems III. Assurances by : Rogério de Lemos

Download or read book Software Engineering for Self-Adaptive Systems III. Assurances written by Rogério de Lemos and published by Springer. This book was released on 2018-01-16 with total page 435 pages. Available in PDF, EPUB and Kindle. Book excerpt: A major challenge for modern software systems is to become more cost-effective, while being versatile, flexible, resilient, energy-efficient, customizable, and configurable when reacting to run-time changes that may occur within the system itself, its environment or requirements. One of the most promising approaches to achieving such properties is to equip the software system with self-adaptation capabilities. Despite recent advances in this area, one key aspect that remains to be tackled in depth is the provision of assurances. Originating from a Dagstuhl seminar held in December 2013, this book constitutes the third volume in the series “Software Engineering for Self-Adaptive Systems”, and looks specifically into the provision of assurances. Opening with an overview chapter on Research Challenges, the book presents 13 further chapters written and carefully reviewed by internationally leading researchers in the field. The book is divided into topical sections on research challenges, evaluation, integration and coordination, and reference architectures and platforms.

Software Engineering for Self-Adaptive Systems

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Author :
Publisher : Springer
ISBN 13 : 3642358136
Total Pages : 393 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Software Engineering for Self-Adaptive Systems by : Rogério de Lemos

Download or read book Software Engineering for Self-Adaptive Systems written by Rogério de Lemos and published by Springer. This book was released on 2013-01-03 with total page 393 pages. Available in PDF, EPUB and Kindle. Book excerpt: Although the self-adaptability of systems has been studied in a wide range of disciplines, from biology to robotics, only recently has the software engineering community recognized its key role in enabling the development of self-adaptive systems that are able to adapt to internal faults, changing requirements, and evolving environments. The 15 carefully reviewed papers included in this state-of-the-art survey were presented at the International Seminar on "Software Engineering for Self-Adaptive Systems", held in Dagstuhl Castle, Germany, in October 2010. Continuing the course of the first book of the series on "Software Engineering for Self-Adaptive Systems" the collection of papers in this second volume comprises a research roadmap accompanied by four elaborating working group papers. Next there are two parts - with three papers each - entitled "Requirements and Policies" and "Design Issues"; part four of the book contains four papers covering a wide range of "Applications".

Self-Aware Computing Systems

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Author :
Publisher : Springer
ISBN 13 : 331947474X
Total Pages : 722 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Self-Aware Computing Systems by : Samuel Kounev

Download or read book Self-Aware Computing Systems written by Samuel Kounev and published by Springer. This book was released on 2017-01-23 with total page 722 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides formal and informal definitions and taxonomies for self-aware computing systems, and explains how self-aware computing relates to many existing subfields of computer science, especially software engineering. It describes architectures and algorithms for self-aware systems as well as the benefits and pitfalls of self-awareness, and reviews much of the latest relevant research across a wide array of disciplines, including open research challenges. The chapters of this book are organized into five parts: Introduction, System Architectures, Methods and Algorithms, Applications and Case Studies, and Outlook. Part I offers an introduction that defines self-aware computing systems from multiple perspectives, and establishes a formal definition, a taxonomy and a set of reference scenarios that help to unify the remaining chapters. Next, Part II explores architectures for self-aware computing systems, such as generic concepts and notations that allow a wide range of self-aware system architectures to be described and compared with both isolated and interacting systems. It also reviews the current state of reference architectures, architectural frameworks, and languages for self-aware systems. Part III focuses on methods and algorithms for self-aware computing systems by addressing issues pertaining to system design, like modeling, synthesis and verification. It also examines topics such as adaptation, benchmarks and metrics. Part IV then presents applications and case studies in various domains including cloud computing, data centers, cyber-physical systems, and the degree to which self-aware computing approaches have been adopted within those domains. Lastly, Part V surveys open challenges and future research directions for self-aware computing systems. It can be used as a handbook for professionals and researchers working in areas related to self-aware computing, and can also serve as an advanced textbook for lecturers and postgraduate students studying subjects like advanced software engineering, autonomic computing, self-adaptive systems, and data-center resource management. Each chapter is largely self-contained, and offers plenty of references for anyone wishing to pursue the topic more deeply.

Do Smart Adaptive Systems Exist?

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Author :
Publisher : Springer
ISBN 13 : 3540323740
Total Pages : 370 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Do Smart Adaptive Systems Exist? by : Bogdan Gabrys

Download or read book Do Smart Adaptive Systems Exist? written by Bogdan Gabrys and published by Springer. This book was released on 2006-07-11 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: Do Smart Adaptive Systems Exist? is intended as a reference and a guide summarising and focusing on best practices when using intelligent techniques and building systems requiring a degree of adaptation and intelligence. It is therefore not intended as a collection of the most recent research results, but as a practical guide for experts from other areas and industrial users interested in building solutions to their problems using intelligent techniques. One of the main issues covered is an attempt to answer the question of how to select and/or combine suitable intelligent techniques from a large pool of potential solutions. Another attractive feature of the book is that it brings together experts from neural network, fuzzy, machine learning, evolutionary and hybrid systems communities who will provide their views on how these different intelligent technologies have contributed and will contribute to creation of smart adaptive systems of the future.

Engineering Adaptive Software Systems

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Author :
Publisher : Springer
ISBN 13 : 981132185X
Total Pages : 169 pages
Book Rating : 4.8/5 (113 download)

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Book Synopsis Engineering Adaptive Software Systems by : Yijun Yu

Download or read book Engineering Adaptive Software Systems written by Yijun Yu and published by Springer. This book was released on 2019-01-14 with total page 169 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses the problems and challenges in the interdisciplinary research field of self-adaptive software systems. Modern society is increasingly filled with software-intensive systems, which are required to operate in more and more dynamic and uncertain environments. These systems must monitor and control their environment while adapting to meet the requirements at runtime. This book provides promising approaches and research methods in software engineering, system engineering, and related fields to address the challenges in engineering the next-generation adaptive software systems. The contents of the book range from design and engineering principles (Chap. 1) to control–theoretic solutions (Chap. 2) and bidirectional transformations (Chap. 3), which can be seen as promising ways to implement the functional requirements of self-adaptive systems. Important quality requirements are also dealt with by these approaches: parallel adaptation for performance (Chap. 4), self-adaptive authorization infrastructure for security (Chap. 5), and self-adaptive risk assessment for self-protection (Chap. 6). Finally, Chap. 7 provides a concrete self-adaptive robotics operating system as a testbed for self-adaptive systems. The book grew out of a series of the Shonan Meetings on this ambitious topic held in 2012, 2013, and 2015. The authors were active participants in the meetings and have brought in interesting points of view. After several years of reflection, they now have been able to crystalize the ideas contained herein and collaboratively pave the way for solving some aspects of the research problems. As a result, the book stands as a milestone to initiate further progress in this promising interdisciplinary research field.

Organic Computing – Technical Systems for Survival in the Real World

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Author :
Publisher : Birkhäuser
ISBN 13 : 3319684779
Total Pages : 578 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Organic Computing – Technical Systems for Survival in the Real World by : Christian Müller-Schloer

Download or read book Organic Computing – Technical Systems for Survival in the Real World written by Christian Müller-Schloer and published by Birkhäuser. This book was released on 2017-12-28 with total page 578 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a comprehensive introduction into Organic Computing (OC), presenting systematically the current state-of-the-art in OC. It starts with motivating examples of self-organising, self-adaptive and emergent systems, derives their common characteristics and explains the fundamental ideas for a formal characterisation of such systems. Special emphasis is given to a quantitative treatment of concepts like self-organisation, emergence, autonomy, robustness, and adaptivity. The book shows practical examples of architectures for OC systems and their applications in traffic control, grid computing, sensor networks, robotics, and smart camera systems. The extension of single OC systems into collective systems consisting of social agents based on concepts like trust and reputation is explained. OC makes heavy use of learning and optimisation technologies; a compact overview of these technologies and related approaches to self-organising systems is provided. So far, OC literature has been published with the researcher in mind. Although the existing books have tried to follow a didactical concept, they remain basically collections of scientific papers. A comprehensive and systematic account of the OC ideas, methods, and achievements in the form of a textbook which lends itself to the newcomer in this field has been missing so far. The targeted reader of this book is the master student in Computer Science, Computer Engineering or Electrical Engineering - or any other newcomer to the field of Organic Computing with some technical or Computer Science background. Readers can seek access to OC ideas from different perspectives: OC can be viewed (1) as a „philosophy“ of adaptive and self-organising - life-like - technical systems, (2) as an approach to a more quantitative and formal understanding of such systems, and finally (3) a construction method for the practitioner who wants to build such systems. In this book, we first try to convey to the reader a feeling of the special character of natural and technical self-organising and adaptive systems through a large number of illustrative examples. Then we discuss quantitative aspects of such forms of organisation, and finally we turn to methods of how to build such systems for practical applications.

Software Engineering for Self-adaptive Systems

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Author :
Publisher :
ISBN 13 : 9788364202162
Total Pages : 0 pages
Book Rating : 4.2/5 (21 download)

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Book Synopsis Software Engineering for Self-adaptive Systems by :

Download or read book Software Engineering for Self-adaptive Systems written by and published by . This book was released on 2009 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Although the self-adaptability of systems has been studied in a wide range of disciplines, from biology to robotics, only recently has the software engineering community recognised its key role in enabling the development of future software systems that are able to self-adapt to changes that may occur in the system, its requirements, or the environment in which it is deployed. The 12 carefully reviewed papers included in thisstate-of-the-art survey originate from the International Seminar on Software Engineering for Self-Adaptive Systems, held in Dagstuhl Castle, Germany, in January 2008. They examine the current state-of-the-art in the field, describing a wide range of approaches coming from different strands of software engineering, and present future challenges facing this ever-resurgent and challenging field of research. Also included in this book is an invited roadmap paper on theresearch challenges facing self-adaptive systems withinthe area of software engineering, based on discussionsat the Dagstuhl Seminar and put together by several of its participants. The papers have been divided into topical sections onarchitecture-based self-adaptation, context-aware and model-driven self-adaptation, and self-healing. These are preceded by three research roadmap papers.

Self-Adaptive Software

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 3540007318
Total Pages : 300 pages
Book Rating : 4.5/5 (4 download)

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Book Synopsis Self-Adaptive Software by : Robert Laddaga

Download or read book Self-Adaptive Software written by Robert Laddaga and published by Springer Science & Business Media. This book was released on 2003-02-21 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 18 revised full papers presented in this book together with an introductory survey were carefully reviewed and constitute the documentation of the Second International Workshop on Self-adaptive Software, IWSAS 2001, held in Balatonfüred, Hungary in May 2001. Self-adaptive software evaluates its own behavior and changes it when the evaluation indicates that the software does not accomplish what it is intended to do or when better functionality or better performance is possible. The self-adaptive approach in software engineering builds on well known dynamic features familiar to Lisp or Java programmes and aims at improving the robustness of software systems by gradually adding new features of self-adaption or autonomy.

Self-Adaptive Software

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Author :
Publisher : Springer
ISBN 13 : 3540365540
Total Pages : 296 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Self-Adaptive Software by : Robert Laddaga

Download or read book Self-Adaptive Software written by Robert Laddaga and published by Springer. This book was released on 2003-08-03 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 18 revised full papers presented in this book together with an introductory survey were carefully reviewed and constitute the documentation of the Second International Workshop on Self-adaptive Software, IWSAS 2001, held in Balatonfüred, Hungary in May 2001. Self-adaptive software evaluates its own behavior and changes it when the evaluation indicates that the software does not accomplish what it is intended to do or when better functionality or better performance is possible. The self-adaptive approach in software engineering builds on well known dynamic features familiar to Lisp or Java programmes and aims at improving the robustness of software systems by gradually adding new features of self-adaption or autonomy.

Next Generation Intelligent Environments

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Publisher : Springer Science & Business Media
ISBN 13 : 1461412994
Total Pages : 276 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Next Generation Intelligent Environments by : Tobias Heinroth

Download or read book Next Generation Intelligent Environments written by Tobias Heinroth and published by Springer Science & Business Media. This book was released on 2011-08-28 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intelligent environments represent an emerging topic in research. Next Generation Intelligent Environments: Ambient Adaptive Systems will cover all key topics in the field of intelligent ambient adaptive systems. It focuses on the results worked out within the framework of the ATRACO (Adaptive and TRusted Ambient eCOlogies) project. The theoretical background, the developed prototypes, and the evaluated results form a fertile ground useful for the broad intelligent environments scientific community as well as for industrial interest groups. Features of the book include: A unique and original collection of chapters on intelligent ambient adaptive systems Broad coverage of the field of intelligent environments research and evaluation, as well as topics such as adaptation within activity spheres Developed prototypes as examples for readers Computer scientists, engineers and others who work in the area of ambient environments will find the edition interesting and useful to their own work. In addition, graduate students and Ph.D. students specializing in the area of intelligent environments may also use this book to get a concrete idea of the major issues to consider when developing intelligent environments in practice.

Intelligent Adaptive Systems

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Author :
Publisher : CRC Press
ISBN 13 : 1466517247
Total Pages : 336 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Intelligent Adaptive Systems by : Ming Hou

Download or read book Intelligent Adaptive Systems written by Ming Hou and published by CRC Press. This book was released on 2014-12-02 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: As ubiquitous as the atmosphere, intelligent adaptive systems (IASs) surround us in our daily lives. When designed well, these systems sense users and their environments so that they can provide support in a manner that is not only responsive to the evolving situation, but unnoticed by the user. A synthesis of recent research and developments on IASs from the human factors (HF) and human–computer interaction (HCI) domains, Intelligent Adaptive Systems: An Interaction-Centered Design Perspective provides integrated design guidance and recommendations for researchers and system developers. The book explores a recognized lack of integration between the HF and HCI research communities, which has led to inconsistencies between the research approaches adopted, and a lack of exploitation of research from one field by the other. The authors integrate theories and methodologies from these domains to provide design recommendations for human–machine developers. They then establish design guidance through the review of conceptual frameworks, analytical methodologies, and design processes for intelligent adaptive systems. The book draws on case studies from the military, medical, and distance learning domains to illustrate intelligent system design to examine lessons learned. Outlining an interaction-centered perspective for designing an IAS, the book details methodologies for understanding human work in complex environments and offers understanding about why and how optimizing human–machine interaction should be central to the design of IASs. The authors present an analytical and design methodology as well as an implementation strategy that helps you choose the proper design framework for your needs.

Brief van Jelle Hindriks Brouwer (1900-1981) aan Jacob Jetzes Kalma (1907-1991)

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Author :
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (799 download)

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Book Synopsis Brief van Jelle Hindriks Brouwer (1900-1981) aan Jacob Jetzes Kalma (1907-1991) by :

Download or read book Brief van Jelle Hindriks Brouwer (1900-1981) aan Jacob Jetzes Kalma (1907-1991) written by and published by . This book was released on 1909 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: