Modeling and Simulation of Discrete Event Systems

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Publisher : John Wiley & Sons
ISBN 13 : 1118732855
Total Pages : 427 pages
Book Rating : 4.1/5 (187 download)

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Book Synopsis Modeling and Simulation of Discrete Event Systems by : Byoung Kyu Choi

Download or read book Modeling and Simulation of Discrete Event Systems written by Byoung Kyu Choi and published by John Wiley & Sons. This book was released on 2013-08-07 with total page 427 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Discrete-Event Modeling and Simulation

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Publisher : CRC Press
ISBN 13 : 142007234X
Total Pages : 520 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Discrete-Event Modeling and Simulation by : Gabriel A. Wainer

Download or read book Discrete-Event Modeling and Simulation written by Gabriel A. Wainer and published by CRC Press. This book was released on 2018-09-03 with total page 520 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Introduction to Discrete Event Simulation and Agent-based Modeling

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Publisher : Springer Science & Business Media
ISBN 13 : 0857291394
Total Pages : 220 pages
Book Rating : 4.8/5 (572 download)

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Book Synopsis Introduction to Discrete Event Simulation and Agent-based Modeling by : Theodore T. Allen

Download or read book Introduction to Discrete Event Simulation and Agent-based Modeling written by Theodore T. Allen and published by Springer Science & Business Media. This book was released on 2011-01-12 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Introduction to Discrete Event Systems

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Publisher : Springer Nature
ISBN 13 : 3030722740
Total Pages : 821 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Introduction to Discrete Event Systems by : Christos G. Cassandras

Download or read book Introduction to Discrete Event Systems written by Christos G. Cassandras and published by Springer Nature. This book was released on 2021-11-11 with total page 821 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

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Publisher : Springer Science & Business Media
ISBN 13 : 9780387951607
Total Pages : 568 pages
Book Rating : 4.9/5 (516 download)

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Book Synopsis Discrete-Event Simulation by : George Fishman

Download or read book Discrete-Event Simulation written by George Fishman and published by Springer Science & Business Media. This book was released on 2001-06-27 with total page 568 pages. Available in PDF, EPUB and Kindle. Book excerpt: "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

Simulation Techniques for Discrete Event Systems

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Publisher : Cambridge University Press
ISBN 13 : 9780521238854
Total Pages : 200 pages
Book Rating : 4.2/5 (388 download)

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Book Synopsis Simulation Techniques for Discrete Event Systems by : I. Mitrani

Download or read book Simulation Techniques for Discrete Event Systems written by I. Mitrani and published by Cambridge University Press. This book was released on 1982-12-09 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: To perform computer simulation successfully, two rather different sets of skills are required. One of these relates to programming: a simulation program should do what its author intends and do it efficiently. The other is concerned with the collection and analysis of data: statistical tools have to be used in order to obtain with a minimum of effort, accurate and reliable estimates for the desired performance measures. Dr Mitrani covers both of these aspects of the simulation method. The important topics of point and interval estimation, simulation efficiency and the analysis of simulation experiments are discussed in detail. This book, first published in 1982, will be useful to both undergraduate and postgraduate students taking courses on simulation in departments of computer science, operations research and statistics in universities and polytechnics. It will be of benefit also to practitioners in the field.

Stochastic Discrete Event Systems

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Publisher : Springer Science & Business Media
ISBN 13 : 3540741739
Total Pages : 393 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Stochastic Discrete Event Systems by : Armin Zimmermann

Download or read book Stochastic Discrete Event Systems written by Armin Zimmermann and published by Springer Science & Business Media. This book was released on 2008-01-12 with total page 393 pages. Available in PDF, EPUB and Kindle. Book excerpt: Stochastic discrete-event systems (SDES) capture the randomness in choices due to activity delays and the probabilities of decisions. This book delivers a comprehensive overview on modeling with a quantitative evaluation of SDES. It presents an abstract model class for SDES as a pivotal unifying result and details important model classes. The book also includes nontrivial examples to explain real-world applications of SDES.

Discrete Event Simulation

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Publisher : CRC Press
ISBN 13 : 9780849371745
Total Pages : 432 pages
Book Rating : 4.3/5 (717 download)

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Book Synopsis Discrete Event Simulation by : Udo W. Pooch

Download or read book Discrete Event Simulation written by Udo W. Pooch and published by CRC Press. This book was released on 1992-12-21 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discrete Event Simulation is a process-oriented text/reference that utilizes an eleven-step model to represent the simulation process from problem formulation to implementation and documentation. The book presents the necessary level of detail required to fully develop a model that produces meaningful results and considers the tools necessary to interpret those results. Sufficient background information is provided so that the underlying concepts of simulation are understood. Major topics covered in Discrete Event Simulation include probability and distributional theory, statistical estimation and inference, the generation of random variates, verification and validation techniques, time management methods, experimental design, and programming language considerations. The book also examines distributed simulation and issues related to distributing the physical process over a network of tightly coupled processors. Topics covered in this area include deadlock, synchronization, rollback, event management, and communication processes. Fully worked examples and numerous practical exercises have been drawn from the engineering disciplines and computer science, although they have been structured so that they will be useful as well to other disciplines such as economics, business administration, and management science. The presentation of techniques and methods in Discrete Event Simulation make it an ideal text/reference for all practitioners of discrete event simulation.

Discrete-event System Simulation

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Publisher : Prentice Hall
ISBN 13 :
Total Pages : 634 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Discrete-event System Simulation by : Jerry Banks

Download or read book Discrete-event System Simulation written by Jerry Banks and published by Prentice Hall. This book was released on 2005 with total page 634 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a basic treatment of discrete-event simulation, including the proper collection and analysis of data, the use of analytic techniques, verification and validation of models, and designing simulation experiments.Contains up-to-date treatment of simulation of manufacturing and material handling systems. Includes numerous solved examples. Offers an integrated website. Explains how to interpret simulation software output.For those interested in learning more about discrete-event simulation.

Discrete-Event Simulation and System Dynamics for Management Decision Making

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Publisher : John Wiley & Sons
ISBN 13 : 1118762754
Total Pages : 342 pages
Book Rating : 4.1/5 (187 download)

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Book Synopsis Discrete-Event Simulation and System Dynamics for Management Decision Making by : Sally Brailsford

Download or read book Discrete-Event Simulation and System Dynamics for Management Decision Making written by Sally Brailsford and published by John Wiley & Sons. This book was released on 2014-03-31 with total page 342 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Discrete Event Simulation for Health Technology Assessment

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Publisher : CRC Press
ISBN 13 : 1482218259
Total Pages : 366 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Discrete Event Simulation for Health Technology Assessment by : J. Jaime Caro

Download or read book Discrete Event Simulation for Health Technology Assessment written by J. Jaime Caro and published by CRC Press. This book was released on 2015-10-16 with total page 366 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the first book to make all the central concepts of discrete event simulation relevant for health technology assessment. Accessible to beginners, the book requires no prerequisites and describes the concepts with as little jargon as possible. It presents essential concepts, a fully worked out implementation example, approaches to analyze the simulations, the development of the required equations, model verification techniques, and validation. The book also covers various special topics and includes a real case study involving screening strategies for breast cancer surveillance.

Discrete-event System Simulation

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Publisher :
ISBN 13 :
Total Pages : 568 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Discrete-event System Simulation by : Jerry Banks

Download or read book Discrete-event System Simulation written by Jerry Banks and published by . This book was released on 1996 with total page 568 pages. Available in PDF, EPUB and Kindle. Book excerpt: Offers comprehensive coverage of discrete-event simulation, emphasizing and describing the procedures used in operations research - methodology, generation and testing of random numbers, collection and analysis of input data, verification of simulation models and analysis of output data.

Object-Oriented Computer Simulation of Discrete-Event Systems

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Publisher : Springer Science & Business Media
ISBN 13 : 1461550335
Total Pages : 262 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Object-Oriented Computer Simulation of Discrete-Event Systems by : Jerzy Tyszer

Download or read book Object-Oriented Computer Simulation of Discrete-Event Systems written by Jerzy Tyszer and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt: Object-Oriented Computer Simulation of Discrete-Event Systems offers a comprehensive presentation of a wide repertoire of computer simulation techniques available to the modelers of dynamic systems. Unlike other books on simulation, this book includes a complete and balanced description of all essential issues relevant to computer simulation of discrete event systems, and it teaches simulation users how to design, program and exploit their own computer simulation models. In addition, it uses the object-oriented methodology throughout the book as its main programming platform. The reader is expected to have some background in the theory of probability and statistics and only a little programming experience in C++, as the book is not tied down to any particular simulation language. The book also provides 50 complete simulation problems to assist with writing such simulation programs. Object-Oriented Computer Simulation of Discrete-Event Systems demonstrates the basic and generic concepts used in computer simulation of discrete-event systems in a comprehensive, uniform and self-contained manner.

Discrete Event Systems

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Publisher : McGraw-Hill Science, Engineering & Mathematics
ISBN 13 :
Total Pages : 824 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Discrete Event Systems by : Christos G. Cassandras

Download or read book Discrete Event Systems written by Christos G. Cassandras and published by McGraw-Hill Science, Engineering & Mathematics. This book was released on 1993 with total page 824 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Discrete-Event Modeling and Simulation

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Publisher : CRC Press
ISBN 13 : 142005337X
Total Pages : 520 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Discrete-Event Modeling and Simulation by : Gabriel A. Wainer

Download or read book Discrete-Event Modeling and Simulation written by Gabriel A. Wainer and published by CRC Press. This book was released on 2017-12-19 with total page 520 pages. Available in PDF, EPUB and Kindle. Book excerpt: Complex artificial dynamic systems require advanced modeling techniques that can accommodate their asynchronous, concurrent, and highly non-linear nature. Discrete Event systems Specification (DEVS) provides a formal framework for hierarchical construction of discrete-event models in a modular manner, allowing for model re-use and reduced development time. Discrete Event Modeling and Simulation presents a practical approach focused on the creation of discrete-event applications. The book introduces the CD++ tool, an open-source framework that enables the simulation of discrete-event models. After setting up the basic theory of DEVS and Cell-DEVS, the author focuses on how to use the CD++ tool to define a variety of models in biology, physics, chemistry, and artificial systems. They also demonstrate how to map different modeling techniques, such as Finite State Machines and VHDL, to DEVS. The in-depth coverage elaborates on the creation of simulation software for DEVS models and the 3D visualization environments associated with these tools. A much-needed practical approach to creating discrete-event applications, this book offers world-class instruction on the field’s most useful modeling tools.

Discrete Event Simulations

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Publisher : BoD – Books on Demand
ISBN 13 : 9535107410
Total Pages : 212 pages
Book Rating : 4.5/5 (351 download)

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Book Synopsis Discrete Event Simulations by : Eldin Wee Chuan Lim

Download or read book Discrete Event Simulations written by Eldin Wee Chuan Lim and published by BoD – Books on Demand. This book was released on 2012-09-06 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Discrete Event Simulation (DES) method has received widespread attention and acceptance by both researchers and practitioners in recent years. The range of application of DES spans across many different disciplines and research fields. In research, further development and advancements of the basic DES algorithm continue to be sought while various hybrid methods derived by combining DES with other simulation techniques continue to be developed. This book presents state-of-the-art contributions on fundamental development of the DES method, novel integration of the method with other modeling techniques as well as applications towards simulating and analyzing the performances of various types of systems. This book will be of interest to undergraduate and graduate students, researchers as well as professionals who are actively engaged in DES related work.

Performance Evaluation of Industrial Systems

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Publisher : CRC Press
ISBN 13 : 1439871345
Total Pages : 507 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis Performance Evaluation of Industrial Systems by : David Elizandro

Download or read book Performance Evaluation of Industrial Systems written by David Elizandro and published by CRC Press. This book was released on 2012-04-11 with total page 507 pages. Available in PDF, EPUB and Kindle. Book excerpt: Basic approaches to discrete simulation have been process simulation languages (e.g., GPSS) and event-scheduling type (e.g., SIMSCRIPT). The trade-offs are that event-scheduling languages offer more modeling flexibility and process-oriented languages are more intuitive to the user. With these considerations in mind, authors David Elizandro and Hamdy Taha embarked on the development of a new discrete simulation environment that is easy to use, yet flexible enough to model complex production systems. They introduced this environment, Design Environment for Event Driven Simulation (DEEDS), in Simulation of Industrial Systems: Discrete Event Simulation in Using Excel/VBA. The DEEDS environment is itself an Excel/VBA add-in. Based on this foundation, the second edition, now titled Performance Evaluation of Industrial Systems: Discrete Event Simulation in Using Excel/VBA incorporates the use of discrete simulation to statistically analyze a system and render the most efficient time sequences, designs, upgrades, and operations. This updated edition includes new visualization graphics for DEEDS software, improvements in the optimization of the simulation algorithms, a new chapter on queuing models, and an Excel 2007 version of the DEEDS software. Organized into three parts, the book presents concepts of discrete simulation, covers DEEDS, and discusses a variety of applications using DEEDS. The flexibility of DEEDS makes it a great tool for students or novices to learn concepts of discrete simulation and this book can form the basis of an introductory undergraduate course on simulation. The expanded depth of coverage in the second edition gives it a richness other introductory texts do not have and provides practitioners a reference for their simulation projects. It may also be used as a research tool by faculty and graduate students who are interested in "optimizing" production systems.