Interval Reachability Analysis

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Interval Reachability Analysis

Author : Pierre-Jean Meyer
Publisher : Springer Nature
ISBN 13 : 303065110X
Total Pages : 115 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Interval Reachability Analysis by : Pierre-Jean Meyer

Download or read book Interval Reachability Analysis written by Pierre-Jean Meyer and published by Springer Nature. This book was released on 2021-01-20 with total page 115 pages. Available in PDF, EPUB and Kindle. Book excerpt: This brief presents a suite of computationally efficient methods for bounding trajectories of dynamical systems with multi-dimensional intervals, or ‘boxes’. It explains the importance of bounding trajectories for evaluating the robustness of systems in the face of parametric uncertainty, and for verification or control synthesis problems with respect to safety and reachability properties. The methods presented make use of: interval analysis; monotonicity theory; contraction theory; and data-driven techniques that sample trajectories. The methods are implemented in an accompanying open-source Toolbox for Interval Reachability Analysis. This brief provides a tutorial description of each method, focusing on the requirements and trade-offs relevant to the user, requiring only basic background on dynamical systems. The second part of the brief describes applications of interval reachability analysis. This makes the brief of interest to a wide range of academic researchers, graduate students, and practising engineers in the field of control and verification.

Computer Aided Verification

Author : Shuvendu K. Lahiri
Publisher : Springer Nature
ISBN 13 : 3030532887
Total Pages : 682 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Computer Aided Verification by : Shuvendu K. Lahiri

Download or read book Computer Aided Verification written by Shuvendu K. Lahiri and published by Springer Nature. This book was released on 2020-07-15 with total page 682 pages. Available in PDF, EPUB and Kindle. Book excerpt: The open access two-volume set LNCS 12224 and 12225 constitutes the refereed proceedings of the 32st International Conference on Computer Aided Verification, CAV 2020, held in Los Angeles, CA, USA, in July 2020.* The 43 full papers presented together with 18 tool papers and 4 case studies, were carefully reviewed and selected from 240 submissions. The papers were organized in the following topical sections: Part I: AI verification; blockchain and Security; Concurrency; hardware verification and decision procedures; and hybrid and dynamic systems. Part II: model checking; software verification; stochastic systems; and synthesis. *The conference was held virtually due to the COVID-19 pandemic.

Quantitative Modeling and Analysis of Service-oriented Real-time Systems Using Interval Probabilistic Timed Automata

Author : Krause, Christian
Publisher : Universitätsverlag Potsdam
ISBN 13 : 3869561718
Total Pages : 54 pages
Book Rating : 4.8/5 (695 download)

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Book Synopsis Quantitative Modeling and Analysis of Service-oriented Real-time Systems Using Interval Probabilistic Timed Automata by : Krause, Christian

Download or read book Quantitative Modeling and Analysis of Service-oriented Real-time Systems Using Interval Probabilistic Timed Automata written by Krause, Christian and published by Universitätsverlag Potsdam. This book was released on 2012 with total page 54 pages. Available in PDF, EPUB and Kindle. Book excerpt: One of the key challenges in service-oriented systems engineering is the prediction and assurance of non-functional properties, such as the reliability and the availability of composite interorganizational services. Such systems are often characterized by a variety of inherent uncertainties, which must be addressed in the modeling and the analysis approach. The different relevant types of uncertainties can be categorized into (1) epistemic uncertainties due to incomplete knowledge and (2) randomization as explicitly used in protocols or as a result of physical processes. In this report, we study a probabilistic timed model which allows us to quantitatively reason about nonfunctional properties for a restricted class of service-oriented real-time systems using formal methods. To properly motivate the choice for the used approach, we devise a requirements catalogue for the modeling and the analysis of probabilistic real-time systems with uncertainties and provide evidence that the uncertainties of type (1) and (2) in the targeted systems have a major impact on the used models and require distinguished analysis approaches. The formal model we use in this report are Interval Probabilistic Timed Automata (IPTA). Based on the outlined requirements, we give evidence that this model provides both enough expressiveness for a realistic and modular specifiation of the targeted class of systems, and suitable formal methods for analyzing properties, such as safety and reliability properties in a quantitative manner. As technical means for the quantitative analysis, we build on probabilistic model checking, specifically on probabilistic time-bounded reachability analysis and computation of expected reachability rewards and costs. To carry out the quantitative analysis using probabilistic model checking, we developed an extension of the Prism tool for modeling and analyzing IPTA. Our extension of Prism introduces a means for modeling probabilistic uncertainty in the form of probability intervals, as required for IPTA. For analyzing IPTA, our Prism extension moreover adds support for probabilistic reachability checking and computation of expected rewards and costs. We discuss the performance of our extended version of Prism and compare the interval-based IPTA approach to models with fixed probabilities.

Reachability Problems

Author : Sylvain Schmitz
Publisher : Springer Nature
ISBN 13 : 3030617394
Total Pages : 165 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Reachability Problems by : Sylvain Schmitz

Download or read book Reachability Problems written by Sylvain Schmitz and published by Springer Nature. This book was released on 2020-10-15 with total page 165 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 14th International Conference on Reachability Problems, RP 2020, held in Paris, France in October 2020. The 8 full papers presented were carefully reviewed and selected from 25 submissions. In addition, 2 invited papers were included in this volume. The papers cover topics such as reachability for infinite state systems; rewriting systems; reachability analysis in counter/timed/cellular/communicating automata; Petri nets; computational aspects of semigroups, groups, and rings; reachability in dynamical and hybrid systems; frontiers between decidable and undecidable reachability problems; complexity and decidability aspects; predictability in iterative maps; and new computational paradigms.

Formal Modeling and Analysis of Timed Systems

Author : Catalin Dima
Publisher : Springer Nature
ISBN 13 : 3030850374
Total Pages : 165 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Formal Modeling and Analysis of Timed Systems by : Catalin Dima

Download or read book Formal Modeling and Analysis of Timed Systems written by Catalin Dima and published by Springer Nature. This book was released on 2021-08-16 with total page 165 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 19th International Conference on Formal Modeling and Analysis of Timed Systems, FORMATS 2021, held in Paris, France, in August 2021. The 8 full papers that were carefully reviewed and selected from 19 submissions are presented in this volume with 2 invited talks. The papers focus on topics such as probabilistic computation, logic and verification, robotic planning, complexity of timed pattern matching, safety violations in real-time systems, modal and temporal logics, and others.

Principles of Abstract Interpretation

Author : Patrick Cousot
Publisher : MIT Press
ISBN 13 : 0262361523
Total Pages : 833 pages
Book Rating : 4.2/5 (623 download)

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Book Synopsis Principles of Abstract Interpretation by : Patrick Cousot

Download or read book Principles of Abstract Interpretation written by Patrick Cousot and published by MIT Press. This book was released on 2021-09-21 with total page 833 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction to abstract interpretation, with examples of applications to the semantics, specification, verification, and static analysis of computer programs. Formal methods are mathematically rigorous techniques for the specification, development, manipulation, and verification of safe, robust, and secure software and hardware systems. Abstract interpretation is a unifying theory of formal methods that proposes a general methodology for proving the correctness of computing systems, based on their semantics. The concepts of abstract interpretation underlie such software tools as compilers, type systems, and security protocol analyzers. This book provides an introduction to the theory and practice of abstract interpretation, offering examples of applications to semantics, specification, verification, and static analysis of programming languages with emphasis on calculational design. The book covers all necessary computer science and mathematical concepts--including most of the logic, order, linear, fixpoint, and discrete mathematics frequently used in computer science--in separate chapters before they are used in the text. Each chapter offers exercises and selected solutions. Chapter topics include syntax, parsing, trace semantics, properties and their abstraction, fixpoints and their abstractions, reachability semantics, abstract domain and abstract interpreter, specification and verification, effective fixpoint approximation, relational static analysis, and symbolic static analysis. The main applications covered include program semantics, program specification and verification, program dynamic and static analysis of numerical properties and of such symbolic properties as dataflow analysis, software model checking, pointer analysis, dependency, and typing (both for forward and backward analysis), and their combinations. Principles of Abstract Interpretation is suitable for classroom use at the graduate level and as a reference for researchers and practitioners.

PROCEEDINGS OF THE 22ND CONFERENCE ON FORMAL METHODS IN COMPUTER-AIDED DESIGN – FMCAD 2022

Author : Alberto Griggio
Publisher : TU Wien Academic Press
ISBN 13 : 3854480539
Total Pages : 405 pages
Book Rating : 4.8/5 (544 download)

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Book Synopsis PROCEEDINGS OF THE 22ND CONFERENCE ON FORMAL METHODS IN COMPUTER-AIDED DESIGN – FMCAD 2022 by : Alberto Griggio

Download or read book PROCEEDINGS OF THE 22ND CONFERENCE ON FORMAL METHODS IN COMPUTER-AIDED DESIGN – FMCAD 2022 written by Alberto Griggio and published by TU Wien Academic Press. This book was released on 2022-10-12 with total page 405 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Conference on Formal Methods in Computer-Aided Design (FMCAD) is an annual conference on the theory and applications of formal methods in hardware and system in academia and industry for presenting and discussing groundbreaking methods, technologies, theoretical results, and tools for reasoning formally about computing systems. FMCAD covers formal aspects of computer-aided system testing.

Cyber Physical Systems. Design, Modeling, and Evaluation

Author : Roger Chamberlain
Publisher : Springer
ISBN 13 : 3030179109
Total Pages : 159 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Cyber Physical Systems. Design, Modeling, and Evaluation by : Roger Chamberlain

Download or read book Cyber Physical Systems. Design, Modeling, and Evaluation written by Roger Chamberlain and published by Springer. This book was released on 2019-04-12 with total page 159 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 7th International Workshop on Design, Modeling, and Evaluation of Cyber Physical Systems, CyPhy2017, held in conjunction with ESWeek 2017, in Seoul, South Korea, in October 2017. The 10 papers presented together with 1 extended and 1 invited abstracts in this volume were carefully reviewed and selected from 16 submissions. The conference presents a wide range of domains including robotics; smart homes, vehicles, and buildings; medical implants; and future-generation sensor networks.

Computer Aided Verification

Author : Nicolas Halbwachs
Publisher : Springer
ISBN 13 : 3540486836
Total Pages : 506 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Computer Aided Verification by : Nicolas Halbwachs

Download or read book Computer Aided Verification written by Nicolas Halbwachs and published by Springer. This book was released on 2003-07-31 with total page 506 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 11th International Conference on Computer Aided Verification, CAV'99, held in Trento, Italy in July 1999 as part of FLoC'99. The 34 revised full papers presented were carefully reviewed and selected from a total of 107 submissions. Also included are six invited contributions and five tool presentations. The book is organized in topical sections on processor verification, protocol verification and testing, infinite state spaces, theory of verification, linear temporal logic, modeling of systems, symbolic model checking, theorem proving, automata-theoretic methods, and abstraction.

Security and Privacy in Communication Networks

Author : Noseong Park
Publisher : Springer Nature
ISBN 13 : 3030630862
Total Pages : 543 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Security and Privacy in Communication Networks by : Noseong Park

Download or read book Security and Privacy in Communication Networks written by Noseong Park and published by Springer Nature. This book was released on 2020-12-11 with total page 543 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set LNICST 335 and 336 constitutes the post-conference proceedings of the 16th International Conference on Security and Privacy in Communication Networks, SecureComm 2020, held in Washington, DC, USA, in October 2020. The conference was held virtually due to COVID-19 pandemic. The 60 full papers were carefully reviewed and selected from 120 submissions. The papers focus on the latest scientific research results in security and privacy in wired, mobile, hybrid and ad hoc networks, in IoT technologies, in cyber-physical systems, in next-generation communication systems in web and systems security and in pervasive and ubiquitous computing.

Heuristic Search

Author : Stefan Edelkamp
Publisher : Elsevier
ISBN 13 : 9780080919737
Total Pages : 712 pages
Book Rating : 4.9/5 (197 download)

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Book Synopsis Heuristic Search by : Stefan Edelkamp

Download or read book Heuristic Search written by Stefan Edelkamp and published by Elsevier. This book was released on 2011-05-31 with total page 712 pages. Available in PDF, EPUB and Kindle. Book excerpt: Search has been vital to artificial intelligence from the very beginning as a core technique in problem solving. The authors present a thorough overview of heuristic search with a balance of discussion between theoretical analysis and efficient implementation and application to real-world problems. Current developments in search such as pattern databases and search with efficient use of external memory and parallel processing units on main boards and graphics cards are detailed. Heuristic search as a problem solving tool is demonstrated in applications for puzzle solving, game playing, constraint satisfaction and machine learning. While no previous familiarity with heuristic search is necessary the reader should have a basic knowledge of algorithms, data structures, and calculus. Real-world case studies and chapter ending exercises help to create a full and realized picture of how search fits into the world of artificial intelligence and the one around us. Provides real-world success stories and case studies for heuristic search algorithms Includes many AI developments not yet covered in textbooks such as pattern databases, symbolic search, and parallel processing units

Formal Modeling and Analysis of Timed Systems

Author : Joel Ouaknine
Publisher : Springer
ISBN 13 : 3642043682
Total Pages : 291 pages
Book Rating : 4.6/5 (42 download)

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Book Synopsis Formal Modeling and Analysis of Timed Systems by : Joel Ouaknine

Download or read book Formal Modeling and Analysis of Timed Systems written by Joel Ouaknine and published by Springer. This book was released on 2009-09-03 with total page 291 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 7th International Conference on Formal Modeling and Analysis of Timed Systems, FORMATS 2009, held in Budapest, Hungary, September 2009. The 18 revised full papers presented together with 4 invited talks were carefully reviewed and selected from 40 submissions. The aim of FORMATS is to promote the study of fundamental and practical aspects of timed systems, and to bring together researchers from different disciplines that share interests in the modelling and analysis of timed systems.Typical topics include (but are not limited to): – Foundations and Semantics. Theoretical foundations of timed systems and languages; comparison between different models (timed automata, timed Petri nets, hybrid automata, timed process algebra, max-plus algebra, probabilistic models). – Methods and Tools. Techniques, algorithms, data structures, and software tools for analyzing timed systems and resolving temporal constraints (scheduling, worst-case execution time analysis, optimization, model checking, testing, constraint solving, etc.). – Applications. Adaptation and specialization of timing technology in application domains in which timing plays an important role (real-time software, hardware circuits, and problems of scheduling in manufacturing and telecommunication).

15th European Workshop on Advanced Control and Diagnosis (ACD 2019)

Author : Elena Zattoni
Publisher : Springer Nature
ISBN 13 : 3030853187
Total Pages : 1441 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis 15th European Workshop on Advanced Control and Diagnosis (ACD 2019) by : Elena Zattoni

Download or read book 15th European Workshop on Advanced Control and Diagnosis (ACD 2019) written by Elena Zattoni and published by Springer Nature. This book was released on 2022-06-13 with total page 1441 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book, published in two volumes, embodies the proceedings of the 15th European Workshop on Advanced Control and Diagnosis (ACD 2019) held in Bologna, Italy, in November 2019. It features contributed and invited papers from academics and professionals specializing in an important aspect of control and automation. The book discusses current theoretical research developments and open problems and illustrates practical applications and industrial priorities. With a focus on both theory and applications, it spans a wide variety of up-to-date topics in the field of systems and control, including robust control, adaptive control, fault-tolerant control, control reconfiguration, and model-based diagnosis of linear, nonlinear and hybrid systems. As the subject coverage has expanded to include cyber-physical production systems, industrial internet of things and sustainability issues, some contributions are of an interdisciplinary nature, involving ICT disciplines and environmental sciences. This book is a valuable reference for both academics and professionals in the area of systems and control, with a focus on advanced control, automation, fault diagnosis and condition monitoring.

Computer Aided Verification

Author : Constantin Enea
Publisher : Springer Nature
ISBN 13 : 3031377036
Total Pages : 473 pages
Book Rating : 4.0/5 (313 download)

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Book Synopsis Computer Aided Verification by : Constantin Enea

Download or read book Computer Aided Verification written by Constantin Enea and published by Springer Nature. This book was released on 2023-07-17 with total page 473 pages. Available in PDF, EPUB and Kindle. Book excerpt: The open access proceedings set LNCS 13964, 13965, 13966 constitutes the refereed proceedings of the 35th International Conference on Computer Aided Verification, CAV 2023, which was held in Paris, France, in July 2023. The 67 full papers presented in these proceedings were carefully reviewed and selected from 261 submissions. The have been organized in topical sections as follows: Part I: Automata and logic; concurrency; cyber-physical and hybrid systems; synthesis; Part II: Decision procedures; model checking; neural networks and machine learning; Part II: Probabilistic systems; security and quantum systems; software verification.

Formal Methods for Control of Nonlinear Systems

Author : Yinan Li
Publisher : CRC Press
ISBN 13 : 1000831930
Total Pages : 272 pages
Book Rating : 4.0/5 (8 download)

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Book Synopsis Formal Methods for Control of Nonlinear Systems by : Yinan Li

Download or read book Formal Methods for Control of Nonlinear Systems written by Yinan Li and published by CRC Press. This book was released on 2022-12-20 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: Formal methods is a field of computer science that emphasizes the use of rigorous mathematical techniques for verification and design of hardware and software systems. Analysis and design of nonlinear control design plays an important role across many disciplines of engineering and applied sciences, ranging from the control of an aircraft engine to the design of genetic circuits in synthetic biology. While linear control is a well-established subject, analysis and design of nonlinear control systems remains a challenging topic due to some of the fundamental difficulties caused by nonlinearity. Formal Methods for Control of Nonlinear Systems provides a unified computational approach to analysis and design of nonlinear systems. Features Constructive approach to nonlinear control. Rigorous specifications and validated computation. Suitable for graduate students and researchers who are interested in learning how formal methods and validated computation can be combined together to tackle nonlinear control problems with complex specifications from an algorithmic perspective. Combines mathematical rigor with practical applications.

Fusion of Data from Heterogeneous Sensors with Distributed Fields of View and Situation Evaluation for Advanced Driver Assistance Systems

Download Fusion of Data from Heterogeneous Sensors with Distributed Fields of View and Situation Evaluation for Advanced Driver Assistance Systems PDF Online Free

Author : Otto, Carola
Publisher : KIT Scientific Publishing
ISBN 13 : 3731500736
Total Pages : 262 pages
Book Rating : 4.7/5 (315 download)

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Book Synopsis Fusion of Data from Heterogeneous Sensors with Distributed Fields of View and Situation Evaluation for Advanced Driver Assistance Systems by : Otto, Carola

Download or read book Fusion of Data from Heterogeneous Sensors with Distributed Fields of View and Situation Evaluation for Advanced Driver Assistance Systems written by Otto, Carola and published by KIT Scientific Publishing. This book was released on 2014-07-29 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt: In order to develop a driver assistance system for pedestrian protection, pedestrians in the environment of a truck are detected by radars and a camera and are tracked across distributed fields of view using a Joint Integrated Probabilistic Data Association filter. A robust approach for prediction of the system vehicles trajectory is presented. It serves the computation of a probabilistic collision risk based on reachable sets where different sources of uncertainty are taken into account.

ECAI 2016

Author : G.A. Kaminka
Publisher : IOS Press
ISBN 13 : 1614996725
Total Pages : 1860 pages
Book Rating : 4.6/5 (149 download)

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Book Synopsis ECAI 2016 by : G.A. Kaminka

Download or read book ECAI 2016 written by G.A. Kaminka and published by IOS Press. This book was released on 2016-08-24 with total page 1860 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence continues to be one of the most exciting and fast-developing fields of computer science. This book presents the 177 long papers and 123 short papers accepted for ECAI 2016, the latest edition of the biennial European Conference on Artificial Intelligence, Europe’s premier venue for presenting scientific results in AI. The conference was held in The Hague, the Netherlands, from August 29 to September 2, 2016. ECAI 2016 also incorporated the conference on Prestigious Applications of Intelligent Systems (PAIS) 2016, and the Starting AI Researcher Symposium (STAIRS). The papers from PAIS are included in this volume; the papers from STAIRS are published in a separate volume in the Frontiers in Artificial Intelligence and Applications (FAIA) series. Organized by the European Association for Artificial Intelligence (EurAI) and the Benelux Association for Artificial Intelligence (BNVKI), the ECAI conference provides an opportunity for researchers to present and hear about the very best research in contemporary AI. This proceedings will be of interest to all those seeking an overview of the very latest innovations and developments in this field.