Emergent Behavior In Complex Systems Engineering

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Emergent Behavior in Complex Systems Engineering

Saurabh Mittal,Saikou Diallo,Andreas Tolk
Emergent Behavior in Complex Systems Engineering Book PDF

Author : Saurabh Mittal,Saikou Diallo,Andreas Tolk
Publisher : John Wiley & Sons
Page : 416 pages
File Size : 41,7 Mb
Release : 2018-04-17
Category : Technology & Engineering
ISBN : 9781119378860

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Emergent Behavior in Complex Systems Engineering by Saurabh Mittal,Saikou Diallo,Andreas Tolk Pdf

A comprehensive text that reviews the methods and technologies that explore emergent behavior in complex systems engineering in multidisciplinary fields In Emergent Behavior in Complex Systems Engineering, the authors present the theoretical considerations and the tools required to enable the study of emergent behaviors in manmade systems. Information Technology is key to today’s modern world. Scientific theories introduced in the last five decades can now be realized with the latest computational infrastructure. Modeling and simulation, along with Big Data technologies are at the forefront of such exploration and investigation. The text offers a number of simulation-based methods, technologies, and approaches that are designed to encourage the reader to incorporate simulation technologies to further their understanding of emergent behavior in complex systems. The authors present a resource for those designing, developing, managing, operating, and maintaining systems, including system of systems. The guide is designed to help better detect, analyse, understand, and manage the emergent behaviour inherent in complex systems engineering in order to reap the benefits of innovations and avoid the dangers of unforeseen consequences. This vital resource: Presents coverage of a wide range of simulation technologies Explores the subject of emergence through the lens of Modeling and Simulation (M&S) Offers contributions from authors at the forefront of various related disciplines such as philosophy, science, engineering, sociology, and economics Contains information on the next generation of complex systems engineering Written for researchers, lecturers, and students, Emergent Behavior in Complex Systems Engineering provides an overview of the current discussions on complexity and emergence, and shows how systems engineering methods in general and simulation methods in particular can help in gaining new insights in complex systems engineering.

Emergent Behavior in System of Systems Engineering

Larry B. Rainey,O.Thomas Holland
Emergent Behavior in System of Systems Engineering Book PDF

Author : Larry B. Rainey,O.Thomas Holland
Publisher : CRC Press
Page : 279 pages
File Size : 42,8 Mb
Release : 2022-08-05
Category : Technology & Engineering
ISBN : 9781000622614

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Emergent Behavior in System of Systems Engineering by Larry B. Rainey,O.Thomas Holland Pdf

discusses real-world applications of emergent behavior in system of systems (SoS) addresses emergence from an engineering perspective, the first of its kind covers multiple application domains such as wargaming, biology, IoT, disaster management and space architecting through SoS engineering includes chapters written by leading international experts

Transdisciplinary Perspectives on Complex Systems

Franz-Josef Kahlen,Shannon Flumerfelt,Anabela Alves
Transdisciplinary Perspectives on Complex Systems Book PDF

Author : Franz-Josef Kahlen,Shannon Flumerfelt,Anabela Alves
Publisher : Springer
Page : 327 pages
File Size : 41,5 Mb
Release : 2016-08-16
Category : Business & Economics
ISBN : 9783319387567

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Transdisciplinary Perspectives on Complex Systems by Franz-Josef Kahlen,Shannon Flumerfelt,Anabela Alves Pdf

This book presents an internationally comprehensive perspective into the field of complex systems. It explores the challenges of and approaches to complexity from a broad range of disciplines, including big data, health care, medicine, mathematics, mechanical and systems engineering, air traffic control and finance. The book’s interdisciplinary character allows readers to identify transferable and mutually exclusive lessons learned among these disciplines and beyond. As such, it is well suited to the transfer of applications and methodologies between ostensibly incompatible disciplines. This book provides fresh perspectives on comparable issues of complexity from the top minds on systems thinking.

Self-Organized Criticality

Henrik Jeldtoft Jensen
Self Organized Criticality Book PDF

Author : Henrik Jeldtoft Jensen
Publisher : Cambridge University Press
Page : 172 pages
File Size : 46,9 Mb
Release : 1998
Category : Philosophy
ISBN : 0521483719

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Self-Organized Criticality by Henrik Jeldtoft Jensen Pdf

A clear and concise introduction to this new, cross-disciplinary field.

Modeling and Visualization of Complex Systems and Enterprises

William B. Rouse
Modeling and Visualization of Complex Systems and Enterprises Book PDF

Author : William B. Rouse
Publisher : John Wiley & Sons
Page : 293 pages
File Size : 41,8 Mb
Release : 2015-07-27
Category : Technology & Engineering
ISBN : 9781118954133

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Modeling and Visualization of Complex Systems and Enterprises by William B. Rouse Pdf

Explains multi-level models of enterprise systems and covers modeling methodology This book addresses the essential phenomena underlying the overall behaviors of complex systems and enterprises. Understanding these phenomena can enable improving these systems. These phenomena range from physical, behavioral, and organizational, to economic and social, all of which involve significant human components. Specific phenomena of interest and how they are represented depend on the questions of interest and the relevant domains or contexts. Modeling and Visualization of Complex Systems and Enterprises examines visualization of phenomena and how understanding the relationships among phenomena can provide the basis for understanding where deeper exploration is warranted. The author also reviews mathematical and computational models, defined very broadly across disciplines, which can enable deeper understanding. Presents a 10 step methodology for addressing questions associated with the design or operation of complex systems and enterprises Examines six archetypal enterprise problems including two from healthcare, two from urban systems, and one each from financial systems and defense systems Provides an introduction to the nature of complex systems, historical perspectives on complexity and complex adaptive systems, and the evolution of systems practice Modeling and Visualization of Complex Systems and Enterprises is written for graduate students studying systems science and engineering and professionals involved in systems science and engineering, those involved in complex systems such as healthcare delivery, urban systems, sustainable energy, financial systems, and national security.

Foundations of Trusted Autonomy

Hussein A. Abbass,Jason Scholz,Darryn J. Reid
Foundations of Trusted Autonomy Book PDF

Author : Hussein A. Abbass,Jason Scholz,Darryn J. Reid
Publisher : Springer
Page : 395 pages
File Size : 53,9 Mb
Release : 2018-01-15
Category : Technology & Engineering
ISBN : 9783319648163

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Foundations of Trusted Autonomy by Hussein A. Abbass,Jason Scholz,Darryn J. Reid Pdf

This book establishes the foundations needed to realize the ultimate goals for artificial intelligence, such as autonomy and trustworthiness. Aimed at scientists, researchers, technologists, practitioners, and students, it brings together contributions offering the basics, the challenges and the state-of-the-art on trusted autonomous systems in a single volume. The book is structured in three parts, with chapters written by eminent researchers and outstanding practitioners and users in the field. The first part covers foundational artificial intelligence technologies, while the second part covers philosophical, practical and technological perspectives on trust. Lastly, the third part presents advanced topics necessary to create future trusted autonomous systems. The book augments theory with real-world applications including cyber security, defence and space.

Systems Engineering for Automotive Powertrain Development

Hannes Hick,Klaus Küpper,Helfried Sorger
Systems Engineering for Automotive Powertrain Development Book PDF

Author : Hannes Hick,Klaus Küpper,Helfried Sorger
Publisher : Springer
Page : 0 pages
File Size : 48,6 Mb
Release : 2021-02-25
Category : Technology & Engineering
ISBN : 3319996282

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Systems Engineering for Automotive Powertrain Development by Hannes Hick,Klaus Küpper,Helfried Sorger Pdf

For the last century, the automotive industry has been dominated by internal combustion engines. Their flexibility of application, driving range, performance and sporty characteristics has resulted in several generations of this technology and has formed generations of engineers. But that is not the end of the story. Stricter legislation and increased environmental awareness have resulted in the development of new powertrain technologies in addition and parallel to the highly optimized internal combustion engine. Hybrid powertrains systems, pure battery electric systems and fuel cell systems, in conjunction with a diverse range of applications, have increased the spectrum of powertrain technologies. Furthermore, automated driving together with intelligent and highly connected systems are changing the way to get from A to B. Not only is the interaction of all these new technologies challenging, but also several different disciplines have to collaborate intensively in order for new powertrain systems to be successfully developed. These new technologies and the resulting challenges lead to an increase in system complexity. Approaches such as systems engineering are necessary to manage this complexity. To show how systems engineering manages the increasing complexity of modern powertrain systems, by providing processes, methods, organizational aspects and tools, this book has been structured into five parts. Starting with Challenges for Powertrain Development, which describes automotive-related challenges at different levels of the system hierarchy and from different point of views. The book then continues with the core part, Systems Engineering, in which all the basics of systems engineering, model-based systems engineering, and their related processes, methods, tools, and organizational matters are described. A special focus is placed on important standards and the human factor. The third part, Automotive Powertrain Systems Engineering Approach, puts the fundamentals of systems engineering into practice by adding the automotive context. This part focuses on system development and also considers the interactions to hardware and software development. Several approaches and methods are presented based on systems engineering philosophy. Part four, Powertrain Development Case Studies, adds the practical point of view by providing a range of case studies on powertrain system level and on powertrain element level and discusses the development of hybrid powertrain, internal combustion engines, e-drives, transmissions, batteries and fuel cell systems. Two case studies on a vehicle level are also presented. The final part, Outlook, considers the development of systems engineering itself with particular focus on information communication technologies. Even though this book covers systems engineering from an automotive perspective, many of the challenges, fundamental principles, conclusions and outlooks can be applied to other domains too. Therefore, this book is not only relevant for automotive engineers and students, but also for specialists in scientific and industrial positions in other domains and anyone who has to cope with the challenge of successfully developing complex systems with a large number of collaborating disciplines.

Cyber-Physical Systems of Systems

Andrea Bondavalli,Sara Bouchenak,Hermann Kopetz
Cyber Physical Systems of Systems Book PDF

Author : Andrea Bondavalli,Sara Bouchenak,Hermann Kopetz
Publisher : Springer
Page : 270 pages
File Size : 52,5 Mb
Release : 2016-12-16
Category : Computers
ISBN : 9783319475905

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Cyber-Physical Systems of Systems by Andrea Bondavalli,Sara Bouchenak,Hermann Kopetz Pdf

This book is open access under a CC BY 4.0 license. Technical Systems-of-Systems (SoS) – in the form of networked, independent constituent computing systems temporarily collaborating to achieve a well-defined objective – form the backbone of most of today’s infrastructure. The energy grid, most transportation systems, the global banking industry, the water-supply system, the military equipment, many embedded systems, and a great number more, strongly depend on systems-of-systems. The correct operation and continuous availability of these underlying systems-of-systems are fundamental for the functioning of our modern society. The 8 papers presented in this book document the main insights on Cyber-Physical System of Systems (CPSoSs) that were gained during the work in the FP7-610535 European Research Project AMADEOS (acronym for Architecture for Multi-criticality Agile Dependable Evolutionary Open System-of-Systems). It is the objective of this book to present, in a single consistent body, the foundational concepts and their relationships. These form a conceptual basis for the description and understanding of SoSs and go deeper in what we consider the characterizing and distinguishing elements of SoSs: time, emergence, evolution and dynamicity.

Engineering Complex Systems with Models and Objects

David W. Oliver,Timothy P. Kelliher,James G. Keegan
Engineering Complex Systems with Models and Objects Book PDF

Author : David W. Oliver,Timothy P. Kelliher,James G. Keegan
Publisher : McGraw-Hill Companies
Page : 358 pages
File Size : 44,8 Mb
Release : 1997
Category : Computers
ISBN : STANFORD:36105019274369

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Engineering Complex Systems with Models and Objects by David W. Oliver,Timothy P. Kelliher,James G. Keegan Pdf

In this book you'll learn how to make the right selection of alternative designs or architectures; produce executable structure models that can be transformed into alternative views and verified by computer; formulate a design that meets all functional and performance requirements and is both feasible and optimal for the marketplace; accurately assess information made available to the systems engineering team; perform trade-off analyses that enhance decision making; create, build, and test a plan; and tailor the six-step engineering process to fit specific business environments. This scalable systems engineering approach can be easily adapted to model products, services, businesses, processes, and plans. Guidelines are included on how to improve training capability in your company ... select and develop tools for automation ... build highly efficient infrastructure ... and customize the system engineering process to commercial or aerospace projects. In addition, the authors clearly distinguish management tasks from the technical tasks of systems engineers.

Chaos Engineering

Casey Rosenthal,Nora Jones
Chaos Engineering Book PDF

Author : Casey Rosenthal,Nora Jones
Publisher : "O'Reilly Media, Inc."
Page : 312 pages
File Size : 42,7 Mb
Release : 2020-04-06
Category : Computers
ISBN : 9781492043812

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Chaos Engineering by Casey Rosenthal,Nora Jones Pdf

As more companies move toward microservices and other distributed technologies, the complexity of these systems increases. You can't remove the complexity, but through Chaos Engineering you can discover vulnerabilities and prevent outages before they impact your customers. This practical guide shows engineers how to navigate complex systems while optimizing to meet business goals. Two of the field's prominent figures, Casey Rosenthal and Nora Jones, pioneered the discipline while working together at Netflix. In this book, they expound on the what, how, and why of Chaos Engineering while facilitating a conversation from practitioners across industries. Many chapters are written by contributing authors to widen the perspective across verticals within (and beyond) the software industry. Learn how Chaos Engineering enables your organization to navigate complexity Explore a methodology to avoid failures within your application, network, and infrastructure Move from theory to practice through real-world stories from industry experts at Google, Microsoft, Slack, and LinkedIn, among others Establish a framework for thinking about complexity within software systems Design a Chaos Engineering program around game days and move toward highly targeted, automated experiments Learn how to design continuous collaborative chaos experiments

Advanced Systems Thinking, Engineering, and Management

Derek K. Hitchins
Advanced Systems Thinking Engineering and Management Book PDF

Author : Derek K. Hitchins
Publisher : Artech House
Page : 504 pages
File Size : 45,7 Mb
Release : 2003
Category : Industrial management
ISBN : 1580536204

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Advanced Systems Thinking, Engineering, and Management by Derek K. Hitchins Pdf

Annotation This volume offers a comprehensive understanding of systems ideas and methods, showing professionals in a wide range of high-tech fields how to conceive, design and manage a systems engineering process for optimal results and goal attainment.

Complex Systems, Sustainability and Innovation

Ciza Thomas
Complex Systems Sustainability and Innovation Book PDF

Author : Ciza Thomas
Publisher : BoD – Books on Demand
Page : 128 pages
File Size : 51,5 Mb
Release : 2016-12-14
Category : Technology & Engineering
ISBN : 9789535128410

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Complex Systems, Sustainability and Innovation by Ciza Thomas Pdf

The book on complex systems, sustainability, and innovation explores a broad set of ideas and presents some of the state-of-the-art research in this field concisely in six chapters. In a complex system, it is difficult to know exactly how the individual components contribute to an observed behavior and the extent of each component's contributions. It is the interactions of the individual components that determine the emergent functionalities. This makes it difficult to understand and predict the behavior of complex systems and hence the effects of any innovations in this field. This necessitates for the emergence of a new age of innovations with the main focus on user orientation and sustainability. This book explores some of the complex systems and their dependence on the environment to provide a long-term perspective, aiding innovations and supporting a sustainable society. The intended audience of this book will mainly consist of researchers, research students, and practitioners in the field of complex systems and sustainability.

Engineering Emergence

Larry B. Rainey,Mo Jamshidi
Engineering Emergence Book PDF

Author : Larry B. Rainey,Mo Jamshidi
Publisher : CRC Press
Page : 697 pages
File Size : 41,9 Mb
Release : 2018-09-03
Category : Technology & Engineering
ISBN : 9781351694841

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Engineering Emergence by Larry B. Rainey,Mo Jamshidi Pdf

This book examines the nature of emergence in context of man-made (i.e. engineered) systems, in general, and system of systems engineering applications, specifically. It investigates emergence to interrogate or explore the domain space from a modeling and simulation perspective to facilitate understanding, detection, classification, prediction, control, and visualization of the phenomenon. Written by leading international experts, the text is the first to address emergence from an engineering perspective. "System engineering has a long and proud tradition of establishing the integrative view of systems. The field, however, has not always embraced and assimilated well the lessons and implications from research on complex adaptive systems. As the editors’ note, there have been no texts on Engineering Emergence: Principles and Applications. It is therefore especially useful to have this new, edited book that pulls together so many of the key elements, ranging from the theoretical to the practical, and tapping into advances in methods, tools, and ways to study system complexity. Drs. Rainey and Jamshidi are to be congratulated both for their vision of the book and their success in recruiting contributors with so much to say. Most notable, however, is that this is a book with engineering at its core. It uses modeling and simulation as the language in which to express principles and insights in ways that include tight thinking and rigor despite dealing with notably untidy and often surprising phenomena." — Paul K. Davis, RAND and Frederick S. Pardee RAND Graduate School The first chapter is an introduction and overview to the text. The book provides 12 chapters that have a theoretical foundation for this subject. Includes 7 specific example chapters of how various modeling and simulation paradigms/techniques can be used to investigate emergence in an engineering context to facilitate understanding, detection, classification, prediction, control and visualization of emergent behavior. The final chapter offers lessons learned and the proposed way-ahead for this discipline.

Complex Engineered Systems

Dan Braha,Ali A. Minai,Yaneer Bar-Yam
Complex Engineered Systems Book PDF

Author : Dan Braha,Ali A. Minai,Yaneer Bar-Yam
Publisher : Springer
Page : 386 pages
File Size : 52,6 Mb
Release : 2007-06-24
Category : Science
ISBN : 9783540328346

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Complex Engineered Systems by Dan Braha,Ali A. Minai,Yaneer Bar-Yam Pdf

This book sheds light on the large-scale engineering systems that shape and guide our everyday lives. It does this by bringing together the latest research and practice defining the emerging field of Complex Engineered Systems. Understanding, designing, building and controlling such complex systems is going to be a central challenge for engineers in the coming decades. This book is a step toward addressing that challenge.

Netcentric System of Systems Engineering with DEVS Unified Process

Saurabh Mittal,José L. Risco Martín
Netcentric System of Systems Engineering with DEVS Unified Process Book PDF

Author : Saurabh Mittal,José L. Risco Martín
Publisher : CRC Press
Page : 712 pages
File Size : 47,7 Mb
Release : 2018-09-03
Category : Computers
ISBN : 9781439827079

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Netcentric System of Systems Engineering with DEVS Unified Process by Saurabh Mittal,José L. Risco Martín Pdf

In areas such as military, security, aerospace, and disaster management, the need for performance optimization and interoperability among heterogeneous systems is increasingly important. Model-driven engineering, a paradigm in which the model becomes the actual software, offers a promising approach toward systems of systems (SoS) engineering. However, model-driven engineering has largely been unachieved in complex dynamical systems and netcentric SoS, partly because modeling and simulation (M&S) frameworks are stove-piped and not designed for SoS composability. Addressing this gap, Netcentric System of Systems Engineering with DEVS Unified Process presents a methodology for realizing the model-driven engineering vision and netcentric SoS using DEVS Unified Process (DUNIP). The authors draw on their experience with Discrete Event Systems Specification (DEVS) formalism, System Entity Structure (SES) theory, and applying model-driven engineering in the context of a netcentric SoS. They describe formal model-driven engineering methods for netcentric M&S using standards-based approaches to develop and test complex dynamic models with DUNIP. The book is organized into five sections: Section I introduces undergraduate students and novices to the world of DEVS. It covers systems and SoS M&S as well as DEVS formalism, software, modeling language, and DUNIP. It also assesses DUNIP with the requirements of the Department of Defense’s (DoD) Open Unified Technical Framework (OpenUTF) for netcentric Test and Evaluation (T&E). Section II delves into M&S-based systems engineering for graduate students, advanced practitioners, and industry professionals. It provides methodologies to apply M&S principles to SoS design and reviews the development of executable architectures based on a framework such as the Department of Defense Architecture Framework (DoDAF). It also describes an approach for building netcentric knowledge-based contingency-driven systems. Section III guides graduate students, advanced DEVS users, and industry professionals who are interested in building DEVS virtual machines and netcentric SoS. It discusses modeling standardization, the deployment of models and simulators in a netcentric environment, event-driven architectures, and more. Section IV explores real-world case studies that realize many of the concepts defined in the previous chapters. Section V outlines the next steps and looks at how the modeling of netcentric complex adaptive systems can be attempted using DEVS concepts. It touches on the boundaries of DEVS formalism and the future work needed to utilize advanced concepts like weak and strong emergence, self-organization, scale-free systems, run-time modularity, and event interoperability. This groundbreaking work details how DUNIP offers a well-structured, platform-independent methodology for the modeling and simulation of netcentric system of systems.