Introduction To Discrete Event Simulation And Agent Based Modeling

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Introduction to Discrete Event Simulation and Agent-based Modeling

Theodore T. Allen
Introduction to Discrete Event Simulation and Agent based Modeling Book PDF

Author : Theodore T. Allen
Publisher : Springer Science & Business Media
Page : 215 pages
File Size : 44,8 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.

Agent-based Modeling and Simulation

S. Taylor
Agent based Modeling and Simulation Book PDF

Author : S. Taylor
Publisher : Springer
Page : 314 pages
File Size : 52,6 Mb
Release : 2014-08-27
Category : Business & Economics
ISBN : 9781137453648

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Agent-based Modeling and Simulation by S. Taylor Pdf

Operational Research (OR) deals with the use of advanced analytical methods to support better decision-making. It is multidisciplinary with strong links to management science, decision science, computer science and many application areas such as engineering, manufacturing, commerce and healthcare. In the study of emergent behaviour in complex adaptive systems, Agent-based Modelling & Simulation (ABMS) is being used in many different domains such as healthcare, energy, evacuation, commerce, manufacturing and defense. This collection of articles presents a convenient introduction to ABMS with papers ranging from contemporary views to representative case studies. The OR Essentials series presents a unique cross-section of high quality research work fundamental to understanding contemporary issues and research across a range of Operational Research (OR) topics. It brings together some of the best research papers from the esteemed Operational Research Society and its associated journals, also published by Palgrave Macmillan.

Discrete-Event Simulation

George S. Fishman
Discrete Event Simulation Book PDF

Author : George S. Fishman
Publisher : Springer Science & Business Media
Page : 554 pages
File Size : 46,7 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 Systems

Christos G. Cassandras,Stéphane Lafortune
Introduction to Discrete Event Systems Book PDF

Author : Christos G. Cassandras,Stéphane Lafortune
Publisher : Springer Nature
Page : 821 pages
File Size : 54,8 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 Modeling and Simulation

Gabriel A. Wainer,Pieter J. Mosterman
Discrete Event Modeling and Simulation Book PDF

Author : Gabriel A. Wainer,Pieter J. Mosterman
Publisher : CRC Press
Page : 415 pages
File Size : 45,7 Mb
Release : 2018-09-03
Category : Technology & Engineering
ISBN : 9781351834629

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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

Lawrence M. Leemis,Stephen Keith Park
Discrete event Simulation Book PDF

Author : Lawrence M. Leemis,Stephen Keith Park
Publisher : Prentice Hall
Page : 632 pages
File Size : 52,6 Mb
Release : 2006
Category : Computers
ISBN : STANFORD:36105126845341

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Discrete-event Simulation by Lawrence M. Leemis,Stephen Keith Park Pdf

CONTENIDO: Models - Random-number generation - Discrete-event simulation - Statistics - Next-event simulation - Discrete random variables - Continuous random variables - Output analysis - Input modeling - Projects.

Modeling and Simulation of Discrete Event Systems

Byoung Kyu Choi,DongHun Kang
Modeling and Simulation of Discrete Event Systems Book PDF

Author : Byoung Kyu Choi,DongHun Kang
Publisher : John Wiley & Sons
Page : 427 pages
File Size : 52,6 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.

Use Cases of Discrete Event Simulation

Steffen Bangsow
Use Cases of Discrete Event Simulation Book PDF

Author : Steffen Bangsow
Publisher : Springer Science & Business Media
Page : 373 pages
File Size : 55,7 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.

Modeling Discrete-Event Systems with GPenSIM

Reggie Davidrajuh
Modeling Discrete Event Systems with GPenSIM Book PDF

Author : Reggie Davidrajuh
Publisher : Springer
Page : 138 pages
File Size : 48,6 Mb
Release : 2018-02-28
Category : Technology & Engineering
ISBN : 9783319731025

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Modeling Discrete-Event Systems with GPenSIM by Reggie Davidrajuh Pdf

Modeling Discrete-Event Systems with GPenSIM describes the design and applications of General Purpose Petri Net Simulator (GPenSIM), which is a software tool for modeling, simulation, and performance analysis of discrete-event systems. The brief explains the principles of modelling discrete-event systems, as well as the design and applications of GPenSIM. It is based on the author’s lectures that were given on “modeling, simulation, and performance analysis of discrete event systems”. The brief uses GPenSIM to enable the efficient modeling of complex and large-scale discrete-event systems. GPenSIM, which is based on MATLAB®, is designed to allow easy integration of Petri net models with a vast number of toolboxes that are available on the MATLAB®. The book offers an approach for developing models that can interact with the external environment; this will help readers to solve problems in industrial diverse fields. These problems include: airport capacity evaluation for aviation authorities; finding bottlenecks in supply chains; scheduling drilling operations in the oil and gas industry; and optimal scheduling of jobs in grid computing. This brief is of interest to researchers working on the modeling, simulation and performance evaluation of discrete-event systems, as it shows them the design and applications of an efficient modeling package. Since the book also explains the basic principles of modeling discrete-event systems in a step-by-step manner, it is also of interest to final-year undergraduate and postgraduate students.

Discrete Event Modeling and Simulation Technologies

Hessam S. Sarjoughian,Francois E. Cellier
Discrete Event Modeling and Simulation Technologies Book PDF

Author : Hessam S. Sarjoughian,Francois E. Cellier
Publisher : Springer Science & Business Media
Page : 420 pages
File Size : 50,5 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

Gabriel A. Wainer
Discrete Event Modeling and Simulation Book PDF

Author : Gabriel A. Wainer
Publisher : CRC Press
Page : 520 pages
File Size : 48,5 Mb
Release : 2017-12-19
Category : Technology & Engineering
ISBN : 9781420053371

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Discrete-Event Modeling and Simulation by Gabriel A. Wainer Pdf

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 System Simulation

Jerry Banks
Discrete event System Simulation Book PDF

Author : Jerry Banks
Publisher : Prentice Hall
Page : 634 pages
File Size : 52,6 Mb
Release : 2005
Category : Computers
ISBN : UOM:39015060601583

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Discrete-event System Simulation by Jerry Banks Pdf

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.

Modeling and Simulation of Discrete Event Systems

Byoung Kyu Choi,DongHun Kang
Modeling and Simulation of Discrete Event Systems Book PDF

Author : Byoung Kyu Choi,DongHun Kang
Publisher : John Wiley & Sons
Page : 342 pages
File Size : 48,7 Mb
Release : 2013-08-07
Category : Technology & Engineering
ISBN : 9781118732762

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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.

Theory of Modeling and Simulation

Bernard P. Zeigler,Alexandre Muzy,Ernesto Kofman
Theory of Modeling and Simulation Book PDF

Author : Bernard P. Zeigler,Alexandre Muzy,Ernesto Kofman
Publisher : Academic Press
Page : 694 pages
File Size : 51,5 Mb
Release : 2018-08-14
Category : Mathematics
ISBN : 9780128134078

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Theory of Modeling and Simulation by Bernard P. Zeigler,Alexandre Muzy,Ernesto Kofman Pdf

Theory of Modeling and Simulation: Discrete Event & Iterative System Computational Foundations, Third Edition, continues the legacy of this authoritative and complete theoretical work. It is ideal for graduate and PhD students and working engineers interested in posing and solving problems using the tools of logico-mathematical modeling and computer simulation. Continuing its emphasis on the integration of discrete event and continuous modeling approaches, the work focuses light on DEVS and its potential to support the co-existence and interoperation of multiple formalisms in model components. New sections in this updated edition include discussions on important new extensions to theory, including chapter-length coverage of iterative system specification and DEVS and their fundamental importance, closure under coupling for iteratively specified systems, existence, uniqueness, non-deterministic conditions, and temporal progressiveness (legitimacy). Presents a 40% revised and expanded new edition of this classic book with many important post-2000 extensions to core theory Provides a streamlined introduction to Discrete Event System Specification (DEVS) formalism for modeling and simulation Packages all the "need-to-know" information on DEVS formalism in one place Expanded to include an online ancillary package, including numerous examples of theory and implementation in DEVS-based software, student solutions and instructors manual

Operations Research Proceedings 2017

Natalia Kliewer,Jan Fabian Ehmke,Ralf Borndörfer
Operations Research Proceedings 2017 Book PDF

Author : Natalia Kliewer,Jan Fabian Ehmke,Ralf Borndörfer
Publisher : Springer
Page : 758 pages
File Size : 48,5 Mb
Release : 2018-05-25
Category : Business & Economics
ISBN : 9783319899206

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Operations Research Proceedings 2017 by Natalia Kliewer,Jan Fabian Ehmke,Ralf Borndörfer Pdf

This book gathers a selection of peer-reviewed papers presented at the International Conference on Operations Research (OR 2017), which was held at Freie Universität Berlin, Germany on September 6-8, 2017. More than 800 scientists, practitioners and students from mathematics, computer science, business/economics and related fields attended the conference and presented more than 500 papers in parallel topic streams, as well as special award sessions. The main theme of the conference and its proceedings was "Decision Analytics for the Digital Economy."