Use Cases Of Discrete Event Simulation

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Use Cases of Discrete Event Simulation

Author : Steffen Bangsow
Publisher : Springer Science & Business Media
Page : 373 pages
File Size : 53,9 Mb
Release : 2012-04-24
Category : Technology & Engineering
ISBN : 9783642287770

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Use Cases of Discrete Event Simulation by Steffen Bangsow Pdf

Over the last decades Discrete Event Simulation has conquered many different application areas. This trend is, on the one hand, driven by an ever wider use of this technology in different fields of science and on the other hand by an incredibly creative use of available software programs through dedicated experts. This book contains articles from scientists and experts from 10 countries. They illuminate the width of application of this technology and the quality of problems solved using Discrete Event Simulation. Practical applications of simulation dominate in the present book. The book is aimed to researchers and students who deal in their work with Discrete Event Simulation and which want to inform them about current applications. By focusing on discrete event simulation, this book can also serve as an inspiration source for practitioners for solving specific problems during their work. Decision makers who deal with the question of the introduction of discrete event simulation for planning support and optimization this book provides a contribution to the orientation, what specific problems could be solved with the help of Discrete Event Simulation within the organization.

Discrete-Event Simulation

Author : George S. Fishman
Publisher : Springer Science & Business Media
Page : 554 pages
File Size : 44,5 Mb
Release : 2013-03-09
Category : Computers
ISBN : 9781475735529

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Discrete-Event Simulation by George S. Fishman Pdf

"This is an excellent and well-written text on discrete event simulation with a focus on applications in Operations Research. There is substantial attention to programming, output analysis, pseudo-random number generation and modelling and these sections are quite thorough. Methods are provided for generating pseudo-random numbers (including combining such streams) and for generating random numbers from most standard statistical distributions." --ISI Short Book Reviews, 22:2, August 2002

Introduction to Discrete Event Simulation and Agent-based Modeling

Author : Theodore T. Allen
Publisher : Springer Science & Business Media
Page : 215 pages
File Size : 44,6 Mb
Release : 2011-01-12
Category : Technology & Engineering
ISBN : 9780857291394

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Introduction to Discrete Event Simulation and Agent-based Modeling by Theodore T. Allen Pdf

Discrete event simulation and agent-based modeling are increasingly recognized as critical for diagnosing and solving process issues in complex systems. Introduction to Discrete Event Simulation and Agent-based Modeling covers the techniques needed for success in all phases of simulation projects. These include: • Definition – The reader will learn how to plan a project and communicate using a charter. • Input analysis – The reader will discover how to determine defensible sample sizes for all needed data collections. They will also learn how to fit distributions to that data. • Simulation – The reader will understand how simulation controllers work, the Monte Carlo (MC) theory behind them, modern verification and validation, and ways to speed up simulation using variation reduction techniques and other methods. • Output analysis – The reader will be able to establish simultaneous intervals on key responses and apply selection and ranking, design of experiments (DOE), and black box optimization to develop defensible improvement recommendations. • Decision support – Methods to inspire creative alternatives are presented, including lean production. Also, over one hundred solved problems are provided and two full case studies, including one on voting machines that received international attention. Introduction to Discrete Event Simulation and Agent-based Modeling demonstrates how simulation can facilitate improvements on the job and in local communities. It allows readers to competently apply technology considered key in many industries and branches of government. It is suitable for undergraduate and graduate students, as well as researchers and other professionals.

Discrete-Event Modeling and Simulation

Author : Gabriel A. Wainer,Pieter J. Mosterman
Publisher : CRC Press
Page : 520 pages
File Size : 55,6 Mb
Release : 2018-09-03
Category : Technology & Engineering
ISBN : 9781420072341

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Discrete-Event Modeling and Simulation by Gabriel A. Wainer,Pieter J. Mosterman Pdf

Collecting the work of the foremost scientists in the field, Discrete-Event Modeling and Simulation: Theory and Applications presents the state of the art in modeling discrete-event systems using the discrete-event system specification (DEVS) approach. It introduces the latest advances, recent extensions of formal techniques, and real-world examples of various applications. The book covers many topics that pertain to several layers of the modeling and simulation architecture. It discusses DEVS model development support and the interaction of DEVS with other methodologies. It describes different forms of simulation supported by DEVS, the use of real-time DEVS simulation, the relationship between DEVS and graph transformation, the influence of DEVS variants on simulation performance, and interoperability and composability with emphasis on DEVS standardization. The text also examines extensions to DEVS, new formalisms, and abstractions of DEVS models as well as the theory and analysis behind real-world system identification and control. To support the generation and search of optimal models of a system, a framework is developed based on the system entity structure and its transformation to DEVS simulation models. In addition, the book explores numerous interesting examples that illustrate the use of DEVS to build successful applications, including optical network-on-chip, construction/building design, process control, workflow systems, and environmental models. A one-stop resource on advances in DEVS theory, applications, and methodology, this volume offers a sampling of the best research in the area, a broad picture of the DEVS landscape, and trend-setting applications enabled by the DEVS approach. It provides the basis for future research discoveries and encourages the development of new applications.

Discrete Event Simulation for Health Technology Assessment

Author : J. Jaime Caro,Jörgen Möller,Jonathan Karnon,James Stahl,Jack Ishak
Publisher : CRC Press
Page : 366 pages
File Size : 52,9 Mb
Release : 2015-10-16
Category : Business & Economics
ISBN : 9781482218251

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Discrete Event Simulation for Health Technology Assessment by J. Jaime Caro,Jörgen Möller,Jonathan Karnon,James Stahl,Jack Ishak Pdf

Discover How to Apply DES to Problems Encountered in HTADiscrete event simulation (DES) has traditionally been used in the engineering and operations research fields. The use of DES to inform decisions about health technologies is still in its infancy. Written by specialists at the forefront of this area, Discrete Event Simulation for Health Techno

Object-Oriented Discrete-Event Simulation with Java

Author : José M. Garrido
Publisher : Springer Science & Business Media
Page : 264 pages
File Size : 43,6 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9781461513193

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Object-Oriented Discrete-Event Simulation with Java by José M. Garrido Pdf

Researches and developers of simulation models state that the Java program ming language presents a unique and significant opportunity for important changes in the way we develop simulation models today. The most important characteristics of the Java language that are advantageous for simulation are its multi-threading capabilities, its facilities for executing programs across the Web, and its graphics facilities. It is feasible to develop compatible and reusable simulation components that will facilitate the construction of newer and more complex models. This is possible with Java development environments. Another important trend that begun very recently is web-based simulation, i.e., and the execution of simulation models using Internet browser software. This book introduces the application of the Java programming language in discrete-event simulation. In addition, the fundamental concepts and prac tical simulation techniques for modeling different types of systems to study their general behavior and their performance are introduced. The approaches applied are the process interaction approach to discrete-event simulation and object-oriented modeling. Java is used as the implementation language and UML as the modeling language. The first offers several advantages compared to C++, the most important being: thread handling, graphical user interfaces (QUI) and Web computing. The second language, UML (Unified Modeling Language) is the standard notation used today for modeling systems as a collection of classes, class relationships, objects, and object behavior.

Handbook of Research on Discrete Event Simulation Environments: Technologies and Applications

Author : Abu-Taieh, Evon M. O.,El-Sheikh, Asim A.
Publisher : IGI Global
Page : 610 pages
File Size : 54,5 Mb
Release : 2009-10-31
Category : Computers
ISBN : 9781605667751

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Handbook of Research on Discrete Event Simulation Environments: Technologies and Applications by Abu-Taieh, Evon M. O.,El-Sheikh, Asim A. Pdf

"This book provides a comprehensive overview of theory and practice in simulation systems focusing on major breakthroughs within the technological arena, with particular concentration on the accelerating principles, concepts and applications"--Provided by publisher.

Discrete-event Modeling and Simulation

Author : Gabriel A. Wainer,Pieter J. Mosterman
Publisher : Unknown
Page : 493 pages
File Size : 47,8 Mb
Release : 2011
Category : COMPUTERS
ISBN : OCLC:839299743

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Discrete-event Modeling and Simulation by Gabriel A. Wainer,Pieter J. Mosterman Pdf

"Collecting the work of the foremost scientists in the field, Discrete-Event Modeling and Simulation: Theory and Applications presents the state of the art in modeling discrete-event systems using the discrete-event system specification (DEVS) approach. It introduces the latest advances, recent extensions of formal techniques, and real-world examples of various applications.The book covers many topics that pertain to several layers of the modeling and simulation architecture. It discusses DEVS model development support and the interaction of DEVS with other methodologies. It describes different forms of simulation supported by DEVS, the use of real-time DEVS simulation, the relationship between DEVS and graph transformation, the influence of DEVS variants on simulation performance, and interoperability and composability with emphasis on DEVS standardization. The text also examines extensions to DEVS, new formalisms, and abstractions of DEVS models as well as the theory and analysis behind real-world system identification and control. To support the generation and search of optimal models of a system, a framework is developed based on the system entity structure and its transformation to DEVS simulation models. In addition, the book explores numerous interesting examples that illustrate the use of DEVS to build successful applications, including optical network-on-chip, construction/building design, process control, workflow systems, and environmental models.A one-stop resource on advances in DEVS theory, applications, and methodology, this volume offers a sampling of the best research in the area, a broad picture of the DEVS landscape, and trend-setting applications enabled by the DEVS approach. It provides the basis for future research discoveries and encourages the development of new applications"--Provided by publisher. "Complex information-technology-based business, engineering, military systems, as well as the societal infrastructures they support, are at the root of this century's global challenges of economy, climate, and energy. We are accustomed to building such systems directly in the real world and letting subsequent use and Mother Nature tell us how good they are. Increasingly, however, it is becoming too dangerous, costly, unethical, or risky to do so. "Build and test within virtual reality" is increasingly the only workable alternative--where by "virtual" we include a wide range of representations of the eventual fielded reality either wholly within a single computer or as networked distributed simulations, often enhanced with physically analogous and immersive environments. Modeling and Simulation (M&S) supply the basis for such environments"--Provided by publisher.

Discrete Event Modeling and Simulation Technologies

Author : Hessam S. Sarjoughian,Francois E. Cellier
Publisher : Springer Science & Business Media
Page : 420 pages
File Size : 50,7 Mb
Release : 2013-03-09
Category : Computers
ISBN : 9781475735543

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Discrete Event Modeling and Simulation Technologies by Hessam S. Sarjoughian,Francois E. Cellier Pdf

During the 1990s the computing industry has witnessed many advances in mobile and enterprise computing. Many of these advances have been made possible by developments in the areas such as modeling, simulation, and artificial intelligence. Within the different areas of enterprise computing - such as manufacturing, health organisation, and commerce - the need for a disciplined, multifaceted, and unified approach to modeling and simulation has become essential. This new book provides a forum for scientists, academics, and professionals to present their latest research findings from the various fields: artificial intelligence, collaborative/distributed computing, modeling, and simulation.

Discrete-Event Modeling and Simulation

Author : Gabriel A. Wainer,Pieter J. Mosterman
Publisher : CRC Press
Page : 0 pages
File Size : 51,5 Mb
Release : 2010-12-10
Category : Technology & Engineering
ISBN : 1420072331

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Discrete-Event Modeling and Simulation by Gabriel A. Wainer,Pieter J. Mosterman Pdf

Collecting the work of the foremost scientists in the field, Discrete-Event Modeling and Simulation: Theory and Applications presents the state of the art in modeling discrete-event systems using the discrete-event system specification (DEVS) approach. It introduces the latest advances, recent extensions of formal techniques, and real-world examples of various applications. The book covers many topics that pertain to several layers of the modeling and simulation architecture. It discusses DEVS model development support and the interaction of DEVS with other methodologies. It describes different forms of simulation supported by DEVS, the use of real-time DEVS simulation, the relationship between DEVS and graph transformation, the influence of DEVS variants on simulation performance, and interoperability and composability with emphasis on DEVS standardization. The text also examines extensions to DEVS, new formalisms, and abstractions of DEVS models as well as the theory and analysis behind real-world system identification and control. To support the generation and search of optimal models of a system, a framework is developed based on the system entity structure and its transformation to DEVS simulation models. In addition, the book explores numerous interesting examples that illustrate the use of DEVS to build successful applications, including optical network-on-chip, construction/building design, process control, workflow systems, and environmental models. A one-stop resource on advances in DEVS theory, applications, and methodology, this volume offers a sampling of the best research in the area, a broad picture of the DEVS landscape, and trend-setting applications enabled by the DEVS approach. It provides the basis for future research discoveries and encourages the development of new applications.

IoT Platforms, Use Cases, Privacy, and Business Models

Author : Carna Zivkovic,Yajuan Guan,Christoph Grimm
Publisher : Springer Nature
Page : 231 pages
File Size : 44,6 Mb
Release : 2020-07-21
Category : Technology & Engineering
ISBN : 9783030453169

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IoT Platforms, Use Cases, Privacy, and Business Models by Carna Zivkovic,Yajuan Guan,Christoph Grimm Pdf

This book provides a comprehensive and consistent introduction to the Internet of Things. Hot topics, including the European privacy legislation GDPR, and homomorphic encryption are explained. For each topic, the reader gets a theoretical introduction and an overview, backed by programming examples. For demonstration, the authors use the IoT platform VICINITY, which is open-source, free, and offers leading standards for privacy. Presents readers with a coherent single-source introduction into the IoT; Introduces selected, hot-topics of IoT, including GDPR (European legislation on data protection), and homomorphic encryption; Provides coding examples for most topics that allow the reader to kick-start his own IoT applications, smart services, etc.

Introduction to Discrete Event Systems

Author : Christos G. Cassandras,Stéphane Lafortune
Publisher : Springer Nature
Page : 821 pages
File Size : 49,8 Mb
Release : 2021-11-11
Category : Computers
ISBN : 9783030722746

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Introduction to Discrete Event Systems by Christos G. Cassandras,Stéphane Lafortune Pdf

This unique textbook comprehensively introduces the field of discrete event systems, offering a breadth of coverage that makes the material accessible to readers of varied backgrounds. The book emphasizes a unified modeling framework that transcends specific application areas, linking the following topics in a coherent manner: language and automata theory, supervisory control, Petri net theory, Markov chains and queueing theory, discrete-event simulation, and concurrent estimation techniques. Topics and features: detailed treatment of automata and language theory in the context of discrete event systems, including application to state estimation and diagnosis comprehensive coverage of centralized and decentralized supervisory control of partially-observed systems timed models, including timed automata and hybrid automata stochastic models for discrete event systems and controlled Markov chains discrete event simulation an introduction to stochastic hybrid systems sensitivity analysis and optimization of discrete event and hybrid systems new in the third edition: opacity properties, enhanced coverage of supervisory control, overview of latest software tools This proven textbook is essential to advanced-level students and researchers in a variety of disciplines where the study of discrete event systems is relevant: control, communications, computer engineering, computer science, manufacturing engineering, transportation networks, operations research, and industrial engineering. ​Christos G. Cassandras is Distinguished Professor of Engineering, Professor of Systems Engineering, and Professor of Electrical and Computer Engineering at Boston University. Stéphane Lafortune is Professor of Electrical Engineering and Computer Science at the University of Michigan, Ann Arbor.

Discrete-Event Simulation and System Dynamics for Management Decision Making

Author : Sally Brailsford,Leonid Churilov,Brian Dangerfield
Publisher : John Wiley & Sons
Page : 342 pages
File Size : 55,9 Mb
Release : 2014-03-31
Category : Technology & Engineering
ISBN : 9781118762752

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Discrete-Event Simulation and System Dynamics for Management Decision Making by Sally Brailsford,Leonid Churilov,Brian Dangerfield Pdf

In recent years, there has been a growing debate, particularly in the UK and Europe, over the merits of using discrete-event simulation (DES) and system dynamics (SD); there are now instances where both methodologies were employed on the same problem. This book details each method, comparing each in terms of both theory and their application to various problem situations. It also provides a seamless treatment of various topics--theory, philosophy, detailed mechanics, practical implementation--providing a systematic treatment of the methodologies of DES and SD, which previously have been treated separately.

Modeling and Simulation of Discrete Event Systems

Author : Byoung Kyu Choi,DongHun Kang
Publisher : John Wiley & Sons
Page : 427 pages
File Size : 42,6 Mb
Release : 2013-08-07
Category : Technology & Engineering
ISBN : 9781118732854

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Modeling and Simulation of Discrete Event Systems by Byoung Kyu Choi,DongHun Kang Pdf

Computer modeling and simulation (M&S) allows engineers to study and analyze complex systems. Discrete-event system (DES)-M&S is used in modern management, industrial engineering, computer science, and the military. As computer speeds and memory capacity increase, so DES-M&S tools become more powerful and more widely used in solving real-life problems. Based on over 20 years of evolution within a classroom environment, as well as on decades-long experience in developing simulation-based solutions for high-tech industries, Modeling and Simulation of Discrete-Event Systems is the only book on DES-M&S in which all the major DES modeling formalisms – activity-based, process-oriented, state-based, and event-based – are covered in a unified manner: A well-defined procedure for building a formal model in the form of event graph, ACD, or state graph Diverse types of modeling templates and examples that can be used as building blocks for a complex, real-life model A systematic, easy-to-follow procedure combined with sample C# codes for developing simulators in various modeling formalisms Simple tutorials as well as sample model files for using popular off-the-shelf simulators such as SIGMA®, ACE®, and Arena® Up-to-date research results as well as research issues and directions in DES-M&S Modeling and Simulation of Discrete-Event Systems is an ideal textbook for undergraduate and graduate students of simulation/industrial engineering and computer science, as well as for simulation practitioners and researchers.

Structures of Discrete Event Simulation

Author : John B. Evans
Publisher : Prentice Hall
Page : 288 pages
File Size : 49,6 Mb
Release : 1988
Category : Computers
ISBN : STANFORD:36105032431772

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Structures of Discrete Event Simulation by John B. Evans Pdf

The book presents a philosophy for simulation modeling and a new simulation language. It gives an overview of the development of (mainly discrete event) simulation, the techniques and data structures that this development brought along and the impact it had on general computer science. In fact many seminal ideas coming up in modern operating systems and concurrent programming like data structures that make algorithms fast have their origin in discrete simulation.