Computation Aware Algorithmic Design For Cyber Physical Systems
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Computation Aware Algorithmic Design For Cyber Physical Systems
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Author : Maria Prandini
language : en
Publisher: Springer Nature
Release Date : 2023-12-16
Computation Aware Algorithmic Design For Cyber Physical Systems written by Maria Prandini and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-12-16 with Science categories.
This contributed volume aims to build the foundation of a framework for computationally aware algorithmic design for cyber-physical systems (CPSs), focusing on approaches that take computation into account at the design stage to address their impact on performance and safety. It demonstrates how novel techniques may emerge from the combination of formal methods, model predictive control, distributed optimization, data-driven methods, reconfigurable/adaptive methods, and information-theoretic techniques. Chapters are written by both researchers and practitioners and cover such topics as analysis and design of uncertain CPSs, cooperative and non-cooperative paradigms for handling complexity in large scale CPSs, task-relevant environment abstractions for autonomous systems based on information theory, information flow in event-based stabilization of CPSs, set-valued model predictive control, and automated synthesis of certifiable controllers for CPSs. State-of-the-art applications and case studies are provided throughout with a special focus on intelligent transportation systems and autonomous vehicles. Graduate students and researchers with an interest in CPS verification and control will find this volume to be a valuable resource in their work. It will also appeal to researchers from disciplines other than control, such as computer science, operations research, applied mathematics, and robotics.
Computation Aware Algorithmic Design For Cyber Physical Systems Caadcps International Workshop On
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Author :
language : en
Publisher:
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Computation Aware Algorithmic Design For Cyber Physical Systems Caadcps International Workshop On written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on with categories.
Proceedings Of The Workshop On Computation Aware Algorithmic Design For Cyber Physical Systems
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Author :
language : en
Publisher:
Release Date : 2021
Proceedings Of The Workshop On Computation Aware Algorithmic Design For Cyber Physical Systems written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021 with Computer science categories.
Proceedings Of 2021 Workshop On Computation Aware Algorithmic Design For Cyber Physical Systems Caadcps
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Author : Association for Computing Machinery
language : en
Publisher:
Release Date : 2021
Proceedings Of 2021 Workshop On Computation Aware Algorithmic Design For Cyber Physical Systems Caadcps written by Association for Computing Machinery and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021 with Computer algorithms categories.
Most research in cyber-physical systems considers design of algorithms and their implementation separately. This poses a problem when dealing with cyber-physical systems with complex dynamics and uncertainty. In fact, in such cases the effectiveness of designed algorithms can be compromised by the unavoidably nonzero time needed to perform computations. The decentralization of computational resources and other requirements introduced at the implementation stage that were neglected at design will certainly negatively affect the behavior induced by the algorithm. To properly cope with such issues, techniques for the synthesis of algorithms should incorporate information about the computations required to be performed when implemented, and, in some cases, possibly accept a degradation of performance while guaranteeing certain fundamental properties of the entire cyber-physical system, such as resilience, robustness, stability, and safety. The development of such synthesis techniques requires a radical change in the way algorithms for cyber-physical systems are designed, demanding an analysis and design framework in which, rather than being added a posteriori, computation is intrinsic in the sense that the time and cost to compute is part of the design process. The goal of this workshop is to lay out the foundations of such framework for computation-aware algorithmic design of cyber-physical systems by bringing together experts (both practitioners and researchers) in cyber-physical systems and key areas in hardware design, real-time systems, optimization, control, safety, and verification.
The 2nd International Workshop On Computation Aware Algorithmic Design For Cyber Physical Systems
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Author :
language : en
Publisher:
Release Date : 2022
The 2nd International Workshop On Computation Aware Algorithmic Design For Cyber Physical Systems written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022 with categories.
Principles Of Cyber Physical Systems
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Author : Rajeev Alur
language : en
Publisher: MIT Press
Release Date : 2015-04-10
Principles Of Cyber Physical Systems written by Rajeev Alur and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-04-10 with Computers categories.
A foundational text that offers a rigorous introduction to the principles of design, specification, modeling, and analysis of cyber-physical systems. A cyber-physical system consists of a collection of computing devices communicating with one another and interacting with the physical world via sensors and actuators in a feedback loop. Increasingly, such systems are everywhere, from smart buildings to medical devices to automobiles. This textbook offers a rigorous and comprehensive introduction to the principles of design, specification, modeling, and analysis of cyber-physical systems. The book draws on a diverse set of subdisciplines, including model-based design, concurrency theory, distributed algorithms, formal methods of specification and verification, control theory, real-time systems, and hybrid systems, explaining the core ideas from each that are relevant to system design and analysis. The book explains how formal models provide mathematical abstractions to manage the complexity of a system design. It covers both synchronous and asynchronous models for concurrent computation, continuous-time models for dynamical systems, and hybrid systems for integrating discrete and continuous evolution. The role of correctness requirements in the design of reliable systems is illustrated with a range of specification formalisms and the associated techniques for formal verification. The topics include safety and liveness requirements, temporal logic, model checking, deductive verification, stability analysis of linear systems, and real-time scheduling algorithms. Principles of modeling, specification, and analysis are illustrated by constructing solutions to representative design problems from distributed algorithms, network protocols, control design, and robotics. This book provides the rapidly expanding field of cyber-physical systems with a long-needed foundational text by an established authority. It is suitable for classroom use or as a reference for professionals.
Formal Methods For Discrete Time Dynamical Systems
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Author : Calin Belta
language : en
Publisher: Springer
Release Date : 2017-03-08
Formal Methods For Discrete Time Dynamical Systems written by Calin Belta and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-03-08 with Technology & Engineering categories.
This book bridges fundamental gaps between control theory and formal methods. Although it focuses on discrete-time linear and piecewise affine systems, it also provides general frameworks for abstraction, analysis, and control of more general models. The book is self-contained, and while some mathematical knowledge is necessary, readers are not expected to have a background in formal methods or control theory. It rigorously defines concepts from formal methods, such as transition systems, temporal logics, model checking and synthesis. It then links these to the infinite state dynamical systems through abstractions that are intuitive and only require basic convex-analysis and control-theory terminology, which is provided in the appendix. Several examples and illustrations help readers understand and visualize the concepts introduced throughout the book.
Aisma 2023 International Workshop On Advanced Information Security Management And Applications
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Author : Zahid Raza
language : en
Publisher: Springer Nature
Release Date : 2024-11-16
Aisma 2023 International Workshop On Advanced Information Security Management And Applications written by Zahid Raza and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-16 with Computers categories.
This book is based on the best papers accepted for presentation during the AISMA-2023: International Workshop on Advanced in Information Security Management and Applications on September 29 - October 1, 2023 in online mode at Stavropol, Krasnoyarsk, Russia. The book includes research on information security problems and solutions in the field of information security management, blockchain and cryptography, anomalies activity detection, authentication and key distribution, digital forensics. The scope of research methods in information security management presents original research, including mathematical models and software implementations, related to the following topics: social activities quality, blockchain technology, anomaly detection in wireless sensor networks, DDoS attack detection, incident regulation and trust assessment. In addition, some papers focus on dynamics risks infrastructural genesis at critical information infrastructure facilities. Finally, the book gives insights into some problems using blockchain technology in various applications. The book intends for readership specializing in the field of information security management and applications, information security methods and features.
2022 2nd International Workshop On Computation Aware Algorithmic Design For Cyber Physical Systems Caadcps
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Author : IEEE Staff
language : en
Publisher:
Release Date : 2022-05-03
2022 2nd International Workshop On Computation Aware Algorithmic Design For Cyber Physical Systems Caadcps written by IEEE Staff and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-03 with categories.
The conference focuses on research of an empirical nature pertaining to systems, architecture and applications for time sensitive or embedded systems It also includes on fundamental models, techniques, methods, and analyses that are applicable to time sensitive systems to solve specific problems
Computational Intelligence In Emerging Technologies For Engineering Applications
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Author : Orestes Llanes Santiago
language : en
Publisher: Springer Nature
Release Date : 2020-02-14
Computational Intelligence In Emerging Technologies For Engineering Applications written by Orestes Llanes Santiago and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-02-14 with Technology & Engineering categories.
This book explores applications of computational intelligence in key and emerging fields of engineering, especially with regard to condition monitoring and fault diagnosis, inverse problems, decision support systems and optimization. These applications can be beneficial in a broad range of contexts, including: water distribution networks, manufacturing systems, production and storage of electrical energy, heat transfer, acoustic levitation, uncertainty and robustness of infinite-dimensional objects, fatigue failure prediction, autonomous navigation, nanotechnology, and the analysis of technological development indexes. All applications, mathematical and computational tools, and original results are presented using rigorous mathematical procedures. Further, the book gathers contributions by respected experts from 22 different research centers and eight countries: Brazil, Cuba, France, Hungary, India, Japan, Romania and Spain. The book is intended for use in graduate courses on applied computation, applied mathematics, and engineering, where tools like computational intelligence and numerical methods are applied to the solution of real-world problems in emerging areas of engineering.