Simulation Modeling Methods

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Testing and Validation of Computer Simulation Models

David J. Murray-Smith
Testing and Validation of Computer Simulation Models Book PDF

Author : David J. Murray-Smith
Publisher : Springer
Page : 252 pages
File Size : 41,5 Mb
Release : 2015-10-08
Category : Computers
ISBN : 9783319150994

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Testing and Validation of Computer Simulation Models by David J. Murray-Smith Pdf

This must-read text/reference provides a practical guide to processes involved in the development and application of dynamic simulation models, covering a wide range of issues relating to testing, verification and validation. Illustrative example problems in continuous system simulation are presented throughout the book, supported by extended case studies from a number of interdisciplinary applications. Topics and features: provides an emphasis on practical issues of model quality and validation, along with questions concerning the management of simulation models, the use of model libraries, and generic models; contains numerous step-by-step examples; presents detailed case studies, often with accompanying datasets; includes discussion of hybrid models, which involve a combination of continuous system and discrete-event descriptions; examines experimental modeling approaches that involve system identification and parameter estimation; offers supplementary material at an associated website.

Simulation Modeling Methods

H. James Harrington,Kerim Tumay
Simulation Modeling Methods Book PDF

Author : H. James Harrington,Kerim Tumay
Publisher : McGraw Hill Professional
Page : 422 pages
File Size : 53,8 Mb
Release : 2000
Category : Business & Economics
ISBN : 0070271364

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Simulation Modeling Methods by H. James Harrington,Kerim Tumay Pdf

Computer simulation can save time, resources, money and risk in manufacturing. The focus of this manual and CD-ROM is to assist individuals in organisations who need to apply simulation to projects before committing resources and time.

Handbook of EHealth Evaluation

Francis Yin Yee Lau,Craig Kuziemsky
Handbook of EHealth Evaluation Book PDF

Author : Francis Yin Yee Lau,Craig Kuziemsky
Publisher : Unknown
Page : 487 pages
File Size : 52,6 Mb
Release : 2016-11
Category : Medical care
ISBN : 1550586017

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Handbook of EHealth Evaluation by Francis Yin Yee Lau,Craig Kuziemsky Pdf

To order please visit https://onlineacademiccommunity.uvic.ca/press/books/ordering/

Concepts and Methodologies for Modeling and Simulation

Levent Yilmaz
Concepts and Methodologies for Modeling and Simulation Book PDF

Author : Levent Yilmaz
Publisher : Springer
Page : 0 pages
File Size : 44,9 Mb
Release : 2016-10-09
Category : Computers
ISBN : 3319382608

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Concepts and Methodologies for Modeling and Simulation by Levent Yilmaz Pdf

This comprehensive text presents cutting-edge advances in the theory and methodology of modeling and simulation (M&S) and reveals how this work has been influenced by the fundamental contributions of Prof. Tuncer Ören to this field. Exploring the synergies among the domains of M&S and systems engineering (SE), the book describes how M&S and SE can help to address the complex problems identified as “Grand Challenges” more effectively under a model-driven and simulation-directed systems engineering framework. Features: examines frameworks for the development of advanced simulation methodologies; presents a focus on advanced modeling methodologies; reviews the reliability and quality assurance of models; discusses the specification and simulation of human and social behavior, including models of personality, emotions, conflict management, perception and anticipation; provides a survey of the body of knowledge in M&S; highlights the foundations established by the pioneering work of Prof. Tuncer Ören.

Guide to Modeling and Simulation of Systems of Systems

Bernard Zeigler
Guide to Modeling and Simulation of Systems of Systems Book PDF

Author : Bernard Zeigler
Publisher : Springer Science & Business Media
Page : 50 pages
File Size : 50,7 Mb
Release : 2012-10-22
Category : Computers
ISBN : 9781447145707

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Guide to Modeling and Simulation of Systems of Systems by Bernard Zeigler Pdf

This user’s reference is a companion to the separate book also titled “Guide to Modelling and Simulation of Systems of Systems.” The principal book explicates integrated development environments to support virtual building and testing of systems of systems, covering in some depth the MS4 Modelling EnvironmentTM. This user’s reference provides a quick reference and exposition of the various concepts and functional features covered in that book. The topics in the user’s reference are grouped in alignment with the workflow displayed on the MS4 Modeling EnvironmentTM launch page, under the headings Atomic Models, System Entity Structure, Pruning SES, and Miscellaneous. For each feature, the reference discusses why we use it, when we should use it, and how to use it. Further comments and links to related features are also included.

Advanced Methods, Techniques, and Applications in Modeling and Simulation

Jong-Hyun Kim,Kangsun Lee,Satoshi Tanaka,Soo-Hyun Park
Advanced Methods Techniques and Applications in Modeling and Simulation Book PDF

Author : Jong-Hyun Kim,Kangsun Lee,Satoshi Tanaka,Soo-Hyun Park
Publisher : Springer Science & Business Media
Page : 540 pages
File Size : 52,7 Mb
Release : 2012-10-19
Category : Computers
ISBN : 9784431542162

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Advanced Methods, Techniques, and Applications in Modeling and Simulation by Jong-Hyun Kim,Kangsun Lee,Satoshi Tanaka,Soo-Hyun Park Pdf

This book is a compilation of research accomplishments in the fields of modeling, simulation, and their applications, as presented at AsiaSim 2011 (Asia Simulation Conference 2011). The conference, held in Seoul, Korea, November 16–18, was organized by ASIASIM (Federation of Asian Simulation Societies), KSS (Korea Society for Simulation), CASS (Chinese Association for System Simulation), and JSST (Japan Society for Simulation Technology). AsiaSim 2011 provided a forum for scientists, academicians, and professionals from the Asia-Pacific region and other parts of the world to share their latest exciting research findings in modeling and simulation methodologies, techniques, and their tools and applications in military, communication network, industry, and general engineering problems.

Principles of Modeling and Simulation

John A. Sokolowski,Catherine M. Banks
Principles of Modeling and Simulation Book PDF

Author : John A. Sokolowski,Catherine M. Banks
Publisher : John Wiley & Sons
Page : 211 pages
File Size : 55,9 Mb
Release : 2011-09-20
Category : Mathematics
ISBN : 9781118210949

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Principles of Modeling and Simulation by John A. Sokolowski,Catherine M. Banks Pdf

Explores wide-ranging applications of modeling and simulation techniques that allow readers to conduct research and ask "What if?" Principles of Modeling and Simulation: A Multidisciplinary Approach is the first book to provide an introduction to modeling and simulation techniques across diverse areas of study. Numerous researchers from the fields of social science, engineering, computer science, and business have collaborated on this work to explore the multifaceted uses of computational modeling while illustrating their applications in common spreadsheets. The book is organized into three succinct parts: Principles of Modeling and Simulation provides a brief history of modeling and simulation, outlines its many functions, and explores the advantages and disadvantages of using models in problem solving. Two major reasons to employ modeling and simulation are illustrated through the study of a specific problem in conjunction with the use of related applications, thus gaining insight into complex concepts. Theoretical Underpinnings examines various modeling techniques and introduces readers to two significant simulation concepts: discrete event simulation and simulation of continuous systems. This section details the two primary methods in which humans interface with simulations, and it also distinguishes the meaning, importance, and significance of verification and validation. Practical Domains delves into specific topics related to transportation, business, medicine, social science, and enterprise decision support. The challenges of modeling and simulation are discussed, along with advanced applied principles of modeling and simulation such as representation techniques, integration into the application infrastructure, and emerging technologies. With its accessible style and wealth of real-world examples, Principles of Modeling and Simulation: A Multidisciplinary Approach is a valuable book for modeling and simulation courses at the upper-undergraduate and graduate levels. It is also an indispensable reference for researchers and practitioners working in statistics, mathematics, engineering, computer science, economics, and the social sciences who would like to further develop their understanding and knowledge of the field.

Simulation Modeling

Constantin Volosencu,Cheon Seoung Ryoo
Simulation Modeling Book PDF

Author : Constantin Volosencu,Cheon Seoung Ryoo
Publisher : BoD – Books on Demand
Page : 268 pages
File Size : 43,5 Mb
Release : 2022-01-19
Category : Computers
ISBN : 9781839696831

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Simulation Modeling by Constantin Volosencu,Cheon Seoung Ryoo Pdf

The book presents some recent specialized works of a theoretical and practical nature in the field of simulation modeling, which is being addressed to a large number of specialists, mathematicians, doctors, engineers, economists, professors, and students. The book comprises 11 chapters that promote modern mathematical algorithms and simulation modeling techniques, in practical applications, in the following thematic areas: mathematics, biomedicine, systems of systems, materials science and engineering, energy systems, and economics. This project presents scientific papers and applications that emphasize the capabilities of simulation modeling methods, helping readers to understand the phenomena that take place in the real world, the conditions of their development, and their effects, at a high scientific and technical level. The authors have published work examples and case studies that resulted from their researches in the field. The readers get new solutions and answers to questions related to the emerging applications of simulation modeling and their advantages.

Simulation and Modeling: Current Technologies and Applications

El Sheikh, Asim,Al Ajeeli, Abid Thyab,Abu-Taieh, Evon
Simulation and Modeling Current Technologies and Applications Book PDF

Author : El Sheikh, Asim,Al Ajeeli, Abid Thyab,Abu-Taieh, Evon
Publisher : IGI Global
Page : 466 pages
File Size : 45,7 Mb
Release : 2007-08-31
Category : Computers
ISBN : 9781599042008

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Simulation and Modeling: Current Technologies and Applications by El Sheikh, Asim,Al Ajeeli, Abid Thyab,Abu-Taieh, Evon Pdf

"This book offers insight into the computer science aspect of simulation and modeling while integrating the business practices of SM. It includes current issues related to simulation, such as: Web-based simulation, virtual reality, augmented reality, and artificial intelligence, combining different methods, views, theories, and applications of simulations in one volume"--Provided by publisher.

Process Simulation Using WITNESS

Raid Al-Aomar,Edward J. Williams,Onur M. Ulgen
Process Simulation Using WITNESS Book PDF

Author : Raid Al-Aomar,Edward J. Williams,Onur M. Ulgen
Publisher : John Wiley & Sons
Page : 590 pages
File Size : 53,5 Mb
Release : 2015-09-15
Category : Technology & Engineering
ISBN : 9780470371695

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Process Simulation Using WITNESS by Raid Al-Aomar,Edward J. Williams,Onur M. Ulgen Pdf

Teaches basic and advanced modeling and simulation techniques to both undergraduate and postgraduate students and serves as a practical guide and manual for professionals learning how to build simulation models using WITNESS, a free-standing software package. This book discusses the theory behind simulation and demonstrates how to build simulation models with WITNESS. The book begins with an explanation of the concepts of simulation modeling and a “guided tour” of the WITNESS modeling environment. Next, the authors cover the basics of building simulation models using WITNESS and modeling of material-handling systems. After taking a brief tour in basic probability and statistics, simulation model input analysis is then examined in detail, including the importance and techniques of fitting closed-form distributions to observed data. Next, the authors present simulation output analysis including determining run controls and statistical analysis of simulation outputs and show how to use these techniques and others to undertake simulation model verification and validation. Effective techniques for managing a simulation project are analyzed, and case studies exemplifying the use of simulation in manufacturing and services are covered. Simulation-based optimization methods and the use of simulation to build and enhance lean systems are then discussed. Finally, the authors examine the interrelationships and synergy between simulation and Six Sigma. Emphasizes real-world applications of simulation modeling in both services and manufacturing sectors Discusses the role of simulation in Six Sigma projects and Lean Systems Contains examples in each chapter on the methods and concepts presented Process Simulation Using WITNESS is a resource for students, researchers, engineers, management consultants, and simulation trainers.

Simulation Modeling Handbook

Christopher A. Chung
Simulation Modeling Handbook Book PDF

Author : Christopher A. Chung
Publisher : CRC Press
Page : 603 pages
File Size : 50,6 Mb
Release : 2003-07-15
Category : Computers
ISBN : 9780203496466

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Simulation Modeling Handbook by Christopher A. Chung Pdf

The use of simulation modeling and analysis is becoming increasingly more popular as a technique for improving or investigating process performance. This book is a practical, easy-to-follow reference that offers up-to-date information and step-by-step procedures for conducting simulation studies. It provides sample simulation project support materi

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 : 520 pages
File Size : 43,7 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 Choice Methods with Simulation

Kenneth Train
Discrete Choice Methods with Simulation Book PDF

Author : Kenneth Train
Publisher : Cambridge University Press
Page : 399 pages
File Size : 46,7 Mb
Release : 2009-07-06
Category : Business & Economics
ISBN : 9780521766555

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Discrete Choice Methods with Simulation by Kenneth Train Pdf

This book describes the new generation of discrete choice methods, focusing on the many advances that are made possible by simulation. Researchers use these statistical methods to examine the choices that consumers, households, firms, and other agents make. Each of the major models is covered: logit, generalized extreme value, or GEV (including nested and cross-nested logits), probit, and mixed logit, plus a variety of specifications that build on these basics. Simulation-assisted estimation procedures are investigated and compared, including maximum stimulated likelihood, method of simulated moments, and method of simulated scores. Procedures for drawing from densities are described, including variance reduction techniques such as anithetics and Halton draws. Recent advances in Bayesian procedures are explored, including the use of the Metropolis-Hastings algorithm and its variant Gibbs sampling. The second edition adds chapters on endogeneity and expectation-maximization (EM) algorithms. No other book incorporates all these fields, which have arisen in the past 25 years. The procedures are applicable in many fields, including energy, transportation, environmental studies, health, labor, and marketing.

Landscape Simulation Modeling

Robert Costanza,Alexey Voinov
Landscape Simulation Modeling Book PDF

Author : Robert Costanza,Alexey Voinov
Publisher : Springer Science & Business Media
Page : 330 pages
File Size : 53,6 Mb
Release : 2006-06-02
Category : Science
ISBN : 9780387215556

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Landscape Simulation Modeling by Robert Costanza,Alexey Voinov Pdf

The world consists of many complex systems, ranging from our own bodies to ecosystems to economic systems. Despite their diversity, complex systems have many structural and functional features in common that can be effectively si- lated using powerful, user-friendly software. As a result, virtually anyone can - plore the nature of complex systems and their dynamical behavior under a range of assumptions and conditions. This ability to model dynamic systems is already having a powerful influence on teaching and studying complexity. The books in this series will promote this revolution in “systems thinking” by integrating computational skills of numeracy and techniques of dynamic mod- ing into a variety of disciplines. The unifying theme across the series will be the power and simplicity of the model-building process, and all books are designed to engage the reader in developing their own models for exploration of the dyn- ics of systems that are of interest to them. Modeling Dynamic Systems does not endorse any particular modeling paradigm or software. Rather, the volumes in the series will emphasize simplicity of lea- ing, expressive power, and the speed of execution as priorities that will facilitate deeper system understanding.

Qualitative Simulation Modeling and Analysis

Paul A. Fishwick,Paul A. Luker
Qualitative Simulation Modeling and Analysis Book PDF

Author : Paul A. Fishwick,Paul A. Luker
Publisher : Springer Science & Business Media
Page : 356 pages
File Size : 54,5 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9781461390725

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Qualitative Simulation Modeling and Analysis by Paul A. Fishwick,Paul A. Luker Pdf

Recently there has been considerable interest in qualitative methods in simulation and mathematical model- ing. Qualitative Simulation Modeling and Analysis is the first book to thoroughly review fundamental concepts in the field of qualitative simulation. The book will appeal to readers in a variety of disciplines including researchers in simulation methodology, artificial intelligence and engineering. This book boldly attempts to bring together, for the first time, the qualitative techniques previously found only in hard-to-find journals dedicated to single disciplines. The book is written for scientists and engineers interested in improving their knowledge of simulation modeling. The "qualitative" nature of the book stresses concepts of invariance, uncertainty and graph-theoretic bases for modeling and analysis.