Recent Research In Control Engineering And Decision Making

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Recent Research in Control Engineering and Decision Making

Author : Olga Dolinina
Publisher : Springer
ISBN 13 : 3030120724
Total Pages : 771 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Recent Research in Control Engineering and Decision Making by : Olga Dolinina

Download or read book Recent Research in Control Engineering and Decision Making written by Olga Dolinina and published by Springer. This book was released on 2019-01-28 with total page 771 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the full papers and short monographs developed on the base of the refereed proceedings of the International Conference on Information Technologies: Information and Communication Technologies for Research and Industry (ICIT-2019), held in Saratov, Russia in February 2019. The book brings accepted papers which present new approaches and methods of solving problems in the sphere of control engineering and decision making for the various fields of studies: industry and research, ontology-based data simulation, smart city technologies, theory and use of digital signal processing, cognitive systems, robotics, cybernetics, automation control theory, image recognition technologies, and computer vision. Particular emphasis is laid on modern trends, new approaches, algorithms and methods in selected fields of interest. The presented papers were accepted after careful reviews made by at least three independent reviewers in a double-blind way. The acceptance level was about 60%. The chapters are organized thematically in several areas within the following tracks: • Models, Methods & Approaches in Decision Making Systems • Mathematical Modelling for Industry & Research • Smart City Technologies The conference is focused on development and globalization of information and communication technologies (ICT), methods of control engineering and decision making along with innovations and networking, ICT for sustainable development and technological change, and global challenges. Moreover, the ICIT-2019 served as a discussion area for the actual above-mentioned topics. The editors believe that the readers will find the proceedings interesting and useful for their own research work.

Recent Research in Control Engineering and Decision Making

Author : Olga Dolinina
Publisher :
ISBN 13 : 9783030120733
Total Pages : pages
Book Rating : 4.1/5 (27 download)

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Book Synopsis Recent Research in Control Engineering and Decision Making by : Olga Dolinina

Download or read book Recent Research in Control Engineering and Decision Making written by Olga Dolinina and published by . This book was released on 2019 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the full papers and short monographs developed on the base of the refereed proceedings of the International Conference on Information Technologies: Information and Communication Technologies for Research and Industry (ICIT-2019), held in Saratov, Russia in February 2019. The book brings accepted papers which present new approaches and methods of solving problems in the sphere of control engineering and decision making for the various fields of studies: industry and research, ontology-based data simulation, smart city technologies, theory and use of digital signal processing, cognitive systems, robotics, cybernetics, automation control theory, image recognition technologies, and computer vision. Particular emphasis is laid on modern trends, new approaches, algorithms and methods in selected fields of interest. The presented papers were accepted after careful reviews made by at least three independent reviewers in a double-blind way. The acceptance level was about 60%. The chapters are organized thematically in several areas within the following tracks: • Models, Methods & Approaches in Decision Making Systems • Mathematical Modelling for Industry & Research • Smart City Technologies The conference is focused on development and globalization of information and communication technologies (ICT), methods of control engineering and decision making along with innovations and networking, ICT for sustainable development and technological change, and global challenges. Moreover, the ICIT-2019 served as a discussion area for the actual above-mentioned topics. The editors believe that the readers will find the proceedings interesting and useful for their own research work.

Recent Research in Control Engineering and Decision Making

Author : Olga Dolinina
Publisher : Springer Nature
ISBN 13 : 3030652831
Total Pages : 669 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Recent Research in Control Engineering and Decision Making by : Olga Dolinina

Download or read book Recent Research in Control Engineering and Decision Making written by Olga Dolinina and published by Springer Nature. This book was released on 2020-12-01 with total page 669 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the full research papers and short monographs developed on the base of the refereed proceedings of the International Conference: Information and Communication Technologies for Research and Industry (ICIT 2020). The book brings accepted research papers which present mathematical modelling, innovative approaches and methods of solving problems in the sphere of control engineering and decision making for the various fields of studies: industry and research, energy efficiency and sustainability, ontology-based data simulation, theory and use of digital signal processing, cognitive systems, robotics, cybernetics, automation control theory, image and sound processing, image recognition, technologies, and computer vision. The book contains also several analytical reviews on using smart city technologies in Russia. The central audience of the book are researchers, industrial practitioners and students from the following areas: Adaptive Systems, Human–Robot Interaction, Artificial Intelligence, Smart City and Internet of Things, Information Systems, Mathematical Modelling, and the Information Sciences.

Cyber-Physical Systems: Industry 4.0 Challenges

Author : Alla G. Kravets
Publisher : Springer Nature
ISBN 13 : 3030326489
Total Pages : 340 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Cyber-Physical Systems: Industry 4.0 Challenges by : Alla G. Kravets

Download or read book Cyber-Physical Systems: Industry 4.0 Challenges written by Alla G. Kravets and published by Springer Nature. This book was released on 2019-11-01 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents new findings in industrial cyber-physical system design and control for various domains, as well as their social and economic impacts on society. Industry 4.0 requires new approaches in the context of secure connections, control, and maintenance of cyber-physical systems as well as enhancing their interaction with humans. The book focuses on open issues of cyber-physical system control and its usage, discussing implemented breakthrough systems, models, programs, and methods that could be used in industrial processes for the control, condition assessment, diagnostics, prognostication, and proactive maintenance of cyber-physical systems. Further, it addresses the topic of ensuring the cybersecurity of industrial cyber-physical systems and proposes new, reliable solutions. The authors also examine the impact of university courses on the performance of industrial complexes, and the organization of education for the development of cyber-physical systems. The book is intended for practitioners, enterprise representatives, scientists, students, and Ph.D. and master’s students conducting research in the area of cyber-physical system development and implementation in various domains.

Computer Vision in Advanced Control Systems-5

Author : Margarita N. Favorskaya
Publisher : Springer Nature
ISBN 13 : 3030337952
Total Pages : 329 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Computer Vision in Advanced Control Systems-5 by : Margarita N. Favorskaya

Download or read book Computer Vision in Advanced Control Systems-5 written by Margarita N. Favorskaya and published by Springer Nature. This book was released on 2019-12-07 with total page 329 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book applies novel theories to improve algorithms in complex data analysis in various fields, including object detection, remote sensing, data transmission, data fusion, gesture recognition, and medical image processing and analysis. It is intended for Ph.D. students, academics, researchers, and software developers working in the areas of digital video processing and computer vision technologies.

Management Control Systems, Decision-Making, and Innovation Development

Author : Dawid Szutowski
Publisher : Routledge
ISBN 13 : 1000471926
Total Pages : 250 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Management Control Systems, Decision-Making, and Innovation Development by : Dawid Szutowski

Download or read book Management Control Systems, Decision-Making, and Innovation Development written by Dawid Szutowski and published by Routledge. This book was released on 2021-10-03 with total page 250 pages. Available in PDF, EPUB and Kindle. Book excerpt: The systematic approach to innovation development today is one of the world’s most prominent scientific fields, and with good reason. When applied correctly, such system produces regular outcomes, which consistently drive lasting competitive advantage. Unfortunately, as much as it is beneficial, the orchestration of an undisturbed flow of multiple complex, dynamic, and flexible innovation development processes is structurally demanding. In this book, a recognised innovation management specialist sets the record straight, offering a comprehensive approach to the improvement of innovation efficiency with the use of management control system. Unlike other books on the subject, it proposes original representation – the CDI model – of the relationships between management control system, decision-making quality, and innovation system efficiency and explains why management control is fundamental to innovation management. In addition to that, inside the reader will find several original developments. These include: the info-deficiency (I-D) model, depicting the various parameters hindering decision-making in innovation development; the product innovation development (PID) system, offering the original function-based approach to innovation management; and the composite innovation index – specially designed tool intended to evaluate the efficiency of an innovation development system. It will be of interest to researchers, academics, practitioners, and advanced students in the fields of management, strategy, and innovation. Chapter 4 of this book is freely available as a downloadable Open Access PDF under a Creative Commons Attribution-Non Commercial-No Derivatives 4.0 license available at http://www.taylorfrancis.com

Society 5.0: Human-Centered Society Challenges and Solutions

Author : Alla G. Kravets
Publisher : Springer Nature
ISBN 13 : 303095112X
Total Pages : 402 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Society 5.0: Human-Centered Society Challenges and Solutions by : Alla G. Kravets

Download or read book Society 5.0: Human-Centered Society Challenges and Solutions written by Alla G. Kravets and published by Springer Nature. This book was released on 2022-04-02 with total page 402 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on open issues of Society 5.0, a new paradigm of a society that balances a human-centred approach and technologies based on cyber-physical systems and artificial intelligence. The book contains results of how intelligent or cyber-physical systems help to improve the quality of life in society despite new challenges. Discusses implemented breakthrough systems, models, programs, and methods that cover the following topics: biomedicine and healthcare, innovations in socio-economic systems, intelligent energetics, advances in transport systems, human-centric technologies. These approaches help to improve human society using cyber-physical systems in a dramatically changing environment. The target audience of the book are practitioners, enterprises representatives, scientists, PhD and Master students who perform scientific research on the application of cyber-physical systems towards Society 5.0.

Cyber-Physical Systems Engineering and Control

Author : Alla G. Kravets
Publisher : Springer Nature
ISBN 13 : 3031331591
Total Pages : 288 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Cyber-Physical Systems Engineering and Control by : Alla G. Kravets

Download or read book Cyber-Physical Systems Engineering and Control written by Alla G. Kravets and published by Springer Nature. This book was released on 2023-07-31 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is devoted to the study of engineering and control technologies for the cyber-physical systems development. This book defines the approaches in the engineering leverage the exploitation of artificial intelligence and most urgent computing methods. The authors study the activities allows for the developing new and perspective concepts of robotics systems combining various machine learning methods, uncertainty explanation approaches, computer vision and unmanned aerial systems control technologies including artificial neural networks and simulation modeling by addressing a large scale of applications. The book also describes new materials engineering as well as implementation of these technologies in the different domains such as polymeric film production, polymer composition, and roller squeezing of leather, in order to realize the novel cyber-physical systems, their functionalities, and features. The authors describe the development of method for increasing the software efficiency, considering the increasing complexity of the computing systems and the importance of ensuring accuracy and velocity of modelling. The book also analyses algorithms for fuzzy models and systems, including the cyber-physical real-time systems, and non-stationary object with discrete time. The authors highlight the problem of ensuring the quality on engineering technologies for cyber-physical systems as the most important and consider different approaches to its solution.

Cyber-Physical Systems: Advances in Design & Modelling

Author : Alla G. Kravets
Publisher : Springer Nature
ISBN 13 : 3030325792
Total Pages : 340 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Cyber-Physical Systems: Advances in Design & Modelling by : Alla G. Kravets

Download or read book Cyber-Physical Systems: Advances in Design & Modelling written by Alla G. Kravets and published by Springer Nature. This book was released on 2019-11-25 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents new findings on cyber-physical systems design and modelling approaches based on AI and data-driven techniques, identifying the key industrial challenges and the main features of design and modelling processes. To enhance the efficiency of the design process, it proposes new approaches based on the concept of digital twins. Further, it substantiates the scientific, practical, and methodological approaches to modelling and simulating of cyber-physical systems. Exploring digital twins of cyber-physical systems as well as of production systems, it proposes combining both mathematical models and data processing techniques as advanced methods for cyber-physical system design and modelling. Moreover, it presents the implementation of the developed prototypes, including testing in real industries, which have collected and analyzed big data and proved their effectiveness. The book is intended for practitioners, enterprise representatives, scientists, and Ph.D. and master’s students interested in the research and applications of cyber-physical systems in different domains.

Intelligent Distributed Computing XIII

Author : Igor Kotenko
Publisher : Springer Nature
ISBN 13 : 3030322580
Total Pages : 566 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Intelligent Distributed Computing XIII by : Igor Kotenko

Download or read book Intelligent Distributed Computing XIII written by Igor Kotenko and published by Springer Nature. This book was released on 2019-10-01 with total page 566 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers research contributions on recent advances in intelligent and distributed computing. A major focus is placed on new techniques and applications for several highlydemanded research directions: Internet of Things, Cloud Computing and Big Data, Data Mining and Machine Learning, Multi-agent and Service-Based Distributed Systems, Distributed Algorithms and Optimization, Modeling Operational Processes, Social Network Analysis and Inappropriate Content Counteraction, Cyber-Physical Security and Safety, Intelligent Distributed Decision Support Systems, Intelligent Human-Machine Interfaces, VisualAnalytics and others. The book represents the peer-reviewed proceedings of the 13thInternational Symposium on Intelligent Distributed Computing (IDC 2019), which was held in St. Petersburg, Russia, from October 7 to 9, 2019.

Society 5.0

Author : Alla G. Kravets
Publisher : Springer Nature
ISBN 13 : 3031358759
Total Pages : 329 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Society 5.0 by : Alla G. Kravets

Download or read book Society 5.0 written by Alla G. Kravets and published by Springer Nature. This book was released on 2023-09-25 with total page 329 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on open issues of Society 5.0, a new paradigm of a society, that balances a human-centred approach and technologies based on cyber-physical systems and artificial intelligence. The book contains results of how intelligent or cyber-solutions help to improve the quality of life in society despite new challenges. This book includes five sections. Section Society 5.0: Biomedicine and Healthcare present how cyber-physical systems help in healthcare, e.g. analysis of clinical data in pregnant women with hypertension, breast cancer diagnostics, healthy diet design and others. In the chapter, the problem of data analysis and optimization is considered. The second Section, Society 5.0: Human-centric Cyber-Solutions highlight new findings on constructing virtual reality simulators, training of workers on the basis of equipment's digital twins, development of human capital. Society 5.0: Socio-Economic Systems Modelling includes chapters concerning the application of quantum-like mathematical models for the analysis of socio-economic systems, indicative planning models for agriculture, approaches of assessing and monitoring competitiveness risks of regions. A section, Society 5.0: Industrial Cyber-Solutions provides new results on cyber-physical systems of Russian oil market, railway joint diagnostics, and information support for maintenance and repair of a machine-building cyber-physical system. The last section, Society 5.0: Cyber-Solutions Security consider interoperability issues of security, the video conferencing, and scaling networks. This book is directed to researchers, practitioners, engineers, software developers, professors and students. We do hope the book will be useful for them.

Decision Making in Engineering Design

Author : Kemper E. Lewis
Publisher : American Society of Mechanical Engineers
ISBN 13 :
Total Pages : 360 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Decision Making in Engineering Design by : Kemper E. Lewis

Download or read book Decision Making in Engineering Design written by Kemper E. Lewis and published by American Society of Mechanical Engineers. This book was released on 2006 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: Whether you are an engineer facing decisions in product design, an instructor or student engaged in course work, or a researcher exploring new options and opportunities, you can turn to Decision Making in Engineering Design for: Foundations and fundamentals of making decisions in product design; Clear examples of effective application of Decision-Based Design; State-of-the-art theory and practice in Decision-Based Design; Thoughtful insights on validation, uncertainty, preferences, distributed design, demand modeling, and other issues; End-of-chapter exercise problems to facilitate learning. With this advanced text, you become current with research results on DBD developed since the inception of The Open Workshop on Decision-Based Design, a project funded by the National Science Foundation.

Advanced Control Techniques in Complex Engineering Systems: Theory and Applications

Author : Yuriy P. Kondratenko
Publisher : Springer
ISBN 13 : 3030219275
Total Pages : 337 pages
Book Rating : 4.0/5 (32 download)

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Book Synopsis Advanced Control Techniques in Complex Engineering Systems: Theory and Applications by : Yuriy P. Kondratenko

Download or read book Advanced Control Techniques in Complex Engineering Systems: Theory and Applications written by Yuriy P. Kondratenko and published by Springer. This book was released on 2019-05-24 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents an authoritative collection of contributions by researchers from 16 different countries (Austria, Chile, Georgia, Germany, Mexico, Norway, P.R. of China, Poland, North Macedonia, Romania, Russia, Spain, Turkey, Ukraine, the United Kingdom and United States) that report on recent developments and new directions in advanced control systems, together with new theoretical findings, industrial applications and case studies on complex engineering systems. This book is dedicated to Professor Vsevolod Mykhailovych Kuntsevich, an Academician of the National Academy of Sciences of Ukraine, and President of the National Committee of the Ukrainian Association on Automatic Control, in recognition of his pioneering works, his great scientific and scholarly achievements, and his years of service to many scientific and professional communities, notably those involved in automation, cybernetics, control, management and, more specifically, the fundamentals and applications of tools and techniques for dealing with uncertain information, robustness, non-linearity, extremal systems, discrete control systems, adaptive control systems and others. Covering essential theories, methods and new challenges in control systems design, the book is not only a timely reference guide but also a source of new ideas and inspirations for graduate students and researchers alike. Its 15 chapters are grouped into four sections: (a) fundamental theoretical issues in complex engineering systems, (b) artificial intelligence and soft computing for control and decision-making systems, (c) advanced control techniques for industrial and collaborative automation, and (d) modern applications for management and information processing in complex systems. All chapters are intended to provide an easy-to-follow introduction to the topics addressed, including the most relevant references. At the same time, they reflect various aspects of the latest research work being conducted around the world and, therefore, provide information on the state of the art.

Networks and Systems in Cybernetics

Author : Radek Silhavy
Publisher : Springer Nature
ISBN 13 : 303135317X
Total Pages : 746 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Networks and Systems in Cybernetics by : Radek Silhavy

Download or read book Networks and Systems in Cybernetics written by Radek Silhavy and published by Springer Nature. This book was released on 2023-07-14 with total page 746 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Networks and Systems in Cybernetics section continues to be a highly relevant and rapidly evolving area of research, encompassing modern advancements in informatics and cybernetics within network and system contexts. This field is at the forefront of developing cutting-edge technologies that can tackle complex challenges and improve various aspects of our lives. The latest research in this field is featured in this book, which provides a comprehensive overview of recent methods, algorithms, and designs. The book comprises the refereed proceedings of the Cybernetics Perspectives in Systems session of the 12th Computer Science Online Conference 2023 (CSOC 2023), which was held online in April 2023. The book offers a unique opportunity to explore the latest advances in cybernetics and informatics and their applications in a range of domains. It brings together experts from various disciplines to share their insights and collaborate on research that can shape the future of our world. One of the key themes of this section is the application of cybernetics in intelligent systems. This area has significant potential to revolutionize a range of industries. Researchers are exploring how cybernetic principles can be used to create intelligent systems that can learn, adapt, and optimize their performance over time.

XIV International Scientific Conference “INTERAGROMASH 2021"

Author : Alexey Beskopylny
Publisher : Springer Nature
ISBN 13 : 3030816192
Total Pages : 940 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis XIV International Scientific Conference “INTERAGROMASH 2021" by : Alexey Beskopylny

Download or read book XIV International Scientific Conference “INTERAGROMASH 2021" written by Alexey Beskopylny and published by Springer Nature. This book was released on 2021-10-30 with total page 940 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains original and fundamental research papers in the following areas: engineering technologies for precision agriculture, agricultural systems management and digitalization in agriculture, logistics in agriculture, and other topics. Selected materials of the largest regional scientific event—INTERAGROMASH 2021 conference–included in this book present the results of the latest research in the areas of precision agriculture and agricultural machinery industry. The book is aimed for professionals and practitioners, for researchers, scholars, and producers. The materials presented here are used in the educational process at specific agricultural universities or during vocational training at enterprises and become an indispensable helper to farm managers in making the best agronomic decisions. The book is also useful for representatives of regional authorities, as it gives an idea of existing high-tech solutions for agriculture.

Decision Making in Systems Engineering and Management

Author : Patrick J. Driscoll
Publisher : John Wiley & Sons
ISBN 13 : 1119901421
Total Pages : 580 pages
Book Rating : 4.1/5 (199 download)

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Book Synopsis Decision Making in Systems Engineering and Management by : Patrick J. Driscoll

Download or read book Decision Making in Systems Engineering and Management written by Patrick J. Driscoll and published by John Wiley & Sons. This book was released on 2022-10-25 with total page 580 pages. Available in PDF, EPUB and Kindle. Book excerpt: DECISION MAKING IN SYSTEMS ENGINEERING AND MANAGEMENT A thoroughly updated overview of systems engineering management and decision making In the newly revised third edition of Decision Making in Systems Engineering and Management, the authors deliver a comprehensive and authoritative overview of the systems decision process, systems thinking, and qualitative and quantitative multi-criteria value modeling directly supporting decision making throughout the system lifecycle. This book offers readers major new updates that cover recently developed system modeling and analysis techniques and quantitative and qualitative approaches in the field, including effective techniques for addressing uncertainty. In addition to Excel, six new open-source software applications have been added to illustrate key topics, including SIPmath Modeler Tools, Cambridge Advanced Modeller, SystemiTool2.0, and Gephi 0.9.2. The authors have reshaped the book’s organization and presentation to better support educators engaged in remote learning. New appendices have been added to present extensions for a new realization analysis technique and getting started steps for each of the major software applications. Updated illustrative examples support modern system decision making skills and highlight applications in hardware, organizations, policy, logistic supply chains, and architecture. Readers will also find: Thorough introductions to working with systems, the systems engineering perspective, and systems thinking In-depth presentations of applied systems thinking, including holism, element dependencies, expansive and contractive thinking, and concepts of structure, classification, and boundaries Comprehensive explorations of system representations leading to analysis In-depth discussions of supporting system decisions, including the system decision process (SDP), tradespace methods, multi-criteria value modeling, working with stakeholders, and the system environment Perfect for undergraduate and graduate students studying systems engineering and systems engineering management, Decision Making in Systems Engineering and Management will also earn a place in the libraries of practicing system engineers and researchers with an interest in the topic.

EG-ICE 2021 Workshop on Intelligent Computing in Engineering

Author : Abualdenien, Jimmy
Publisher : Universitätsverlag der TU Berlin
ISBN 13 : 3798332118
Total Pages : 618 pages
Book Rating : 4.7/5 (983 download)

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Book Synopsis EG-ICE 2021 Workshop on Intelligent Computing in Engineering by : Abualdenien, Jimmy

Download or read book EG-ICE 2021 Workshop on Intelligent Computing in Engineering written by Abualdenien, Jimmy and published by Universitätsverlag der TU Berlin. This book was released on 2021-08-06 with total page 618 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 28th EG-ICE International Workshop 2021 brings together international experts working at the interface between advanced computing and modern engineering challenges. Many engineering tasks require open-world resolutions to support multi-actor collaboration, coping with approximate models, providing effective engineer-computer interaction, search in multi-dimensional solution spaces, accommodating uncertainty, including specialist domain knowledge, performing sensor-data interpretation and dealing with incomplete knowledge. While results from computer science provide much initial support for resolution, adaptation is unavoidable and most importantly, feedback from addressing engineering challenges drives fundamental computer-science research. Competence and knowledge transfer goes both ways. Der 28. Internationale EG-ICE Workshop 2021 bringt internationale Experten zusammen, die an der Schnittstelle zwischen fortgeschrittener Datenverarbeitung und modernen technischen Herausforderungen arbeiten. Viele ingenieurwissenschaftliche Aufgaben erfordern Open-World-Resolutionen, um die Zusammenarbeit mehrerer Akteure zu unterstützen, mit approximativen Modellen umzugehen, eine effektive Interaktion zwischen Ingenieur und Computer zu ermöglichen, in mehrdimensionalen Lösungsräumen zu suchen, Unsicherheiten zu berücksichtigen, einschließlich fachspezifischen Domänenwissens, Sensordateninterpretation durchzuführen und mit unvollständigem Wissen umzugehen. Während die Ergebnisse aus der Informatik anfänglich viel Unterstützung für die Lösung bieten, ist eine Anpassung unvermeidlich, und am wichtigsten ist, dass das Feedback aus der Bewältigung technischer Herausforderungen die computer-wissenschaftliche Grundlagenforschung vorantreibt. Kompetenz und Wissenstransfer gehen in beide Richtungen.