A Guide To Simulation

Author : P. Bratley,B. L. Fox,L. E. Schrage
Publisher : Springer Science & Business Media
Page : 399 pages
File Size : 52,5 Mb
Release : 2012-12-06
Category : Science
ISBN : 9781468401677

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A Guide to Simulation by P. Bratley,B. L. Fox,L. E. Schrage Pdf

Simulation means driving a model of a system with suitable inputs and observing the corresponding outputs. It is widely applied in engineering, in business, and in the physical and social sciences. Simulation method ology araws on computer. science, statistics, and operations research and is now sufficiently developed and coherent to be called a discipline in its own right. A course in simulation is an essential part of any operations re search or computer science program. A large fraction of applied work in these fields involves simulation; the techniques of simulation, as tools, are as fundamental as those of linear programming or compiler construction, for example. Simulation sometimes appears deceptively easy, but perusal of this book will reveal unexpected depths. Many simulation studies are statistically defective and many simulation programs are inefficient. We hope that our book will help to remedy this situation. It is intended to teach how to simulate effectively. A simulation project has three crucial components, each of which must always be tackled: (1) data gathering, model building, and validation; (2) statistical design and estimation; (3) programming and implementation. Generation of random numbers (Chapters 5 and 6) pervades simulation, but unlike the three components above, random number generators need not be constructed from scratch for each project. Usually random number packages are available. That is one reason why the chapters on random numbers, which contain mainly reference material, follow the ch!lPters deal ing with experimental design and output analysis.

Author : Bernard Zeigler
Publisher : Springer Science & Business Media
Page : 50 pages
File Size : 47,7 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.

Author : Okan Topçu,Halit Oğuztüzün
Publisher : Springer
Page : 307 pages
File Size : 41,6 Mb
Release : 2017-07-27
Category : Computers
ISBN : 9783319612676

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Guide to Distributed Simulation with HLA by Okan Topçu,Halit Oğuztüzün Pdf

This invaluable textbook/reference provides a hands-on guide to the application of good software development practices to the construction of distributed simulation systems, with a particular focus on High Level Architecture (HLA). Emphasizing a learning-by-doing approach supported by examples, the text offers practical advice on real-world development issues for all engineers and programmers entering the field. Topics and features: explains how to rapidly develop an HLA federation, offering an implemented sample for each service area of the HLA federate interface specification; describes this implementation using the freely available software tools SimGe and RACoN; provides numerous step-by-step examples, code snippets, and case studies, as well as links to downloadable sample source code; uses the Microsoft .NET platform and the C# programming language in all examples and case studies; includes review questions throughout the book for further study; examines not only federate application development, but also object model construction; discusses the employment of HLA in multi-agent simulations. Providing an accessible introduction and all-in-one resource for HLA-based distributed simulation development, this book is an essential guide for students and practitioners training in distributed simulation and distributed interactive simulation.

Author : P. Bratley,B. L Fox,L. E Schrage
Publisher : Unknown
Page : 406 pages
File Size : 48,9 Mb
Release : 1983-08-22
Category : Electronic
ISBN : 1468401688

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A Guide to Simulation by P. Bratley,B. L Fox,L. E Schrage Pdf

Author : Lamia M. Soghier
Publisher : Unknown
Page : 485 pages
File Size : 43,9 Mb
Release : 2021-05
Category : Electronic
ISBN : 1610022602

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Neonatal Simulation by Lamia M. Soghier Pdf

Developed by the leading experts in neonatal simulation, this innovative new resource delivers neonatology health care providers and educators essential guidance on designing, developing, and implementing simulation-based neonatal education programs. The early chapters cover learning theory, fundamentals of scenario design, and simulation and the Neonatal Resuscitation Program*. The later chapters cover specific applications of simulation in neonatology and debriefing techniques. The book walks the reader through scenario design, mannequins and task trainers, moulage, simulation techniques, virtual simulations, mannequin adaptations needed to conduct specific simulation procedures, debriefing methods, and more. Step-by-step images walk the reader through adapting mannequins to simulate procedures and how to replicate body fluids and conditions commonly encountered in newborns. With 225+ color images, as well as plenty of helpful boxes and tables throughout, the book will be useful to both novice and expert. More than 30 chapters include In situ simulation Simulation and the Neonatal Resuscitation Program Mannequins and Task Trainers Boot Camps Debriefing in Simulation-based Training Simulation Operations And more...

Author : Murilo G. Coutinho
Publisher : Springer Science & Business Media
Page : 402 pages
File Size : 44,7 Mb
Release : 2012-10-08
Category : Computers
ISBN : 9781447144175

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Guide to Dynamic Simulations of Rigid Bodies and Particle Systems by Murilo G. Coutinho Pdf

This book introduces the techniques needed to produce realistic simulations and animations of particle and rigid-body systems. The text focuses on both the theoretical and practical aspects of developing and implementing physically based dynamic-simulation engines. Each chapter examines numerous algorithms, describing their design and analysis in an accessible manner, without sacrificing depth of coverage or mathematical rigor. Features: examines the problem of computing an hierarchical representation of the geometric description of each simulated object, as well as the simulated world; discusses the use of discrete and continuous collision detection to handle thin or fast-moving objects; describes the computational techniques needed for determining all impulsive and contact forces between bodies with multiple simultaneous collisions and contacts; presents techniques that can be used to dynamically simulate articulated rigid bodies; concludes each chapter with exercises.

Author : Ilya Grigoryev
Publisher : Unknown
Page : 0 pages
File Size : 48,7 Mb
Release : 2015-03-20
Category : Business
ISBN : 150893374X

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AnyLogic 7 in Three Days by Ilya Grigoryev Pdf

THE NEW EDITION OF THE BOOK, COMPLETELY UP-TO-DATE (FOR ANYLOGIC 8.3.2) IS AVAILABLE HERE: https://www.amazon.com/AnyLogic-Three-Days-Simulation-Modeling-ebook/dp/B07FYP8Y3C

Author : Paul Bratley,Bennet L. Fox,Linus E. Schrage
Publisher : Springer
Page : 397 pages
File Size : 54,6 Mb
Release : 2012-10-29
Category : Mathematics
ISBN : 1441987258

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A Guide to Simulation by Paul Bratley,Bennet L. Fox,Linus E. Schrage Pdf

Changes and additions are sprinkled throughout. Among the significant new features are: • Markov-chain simulation (Sections 1. 3, 2. 6, 3. 6, 4. 3, 5. 4. 5, and 5. 5); • gradient estimation (Sections 1. 6, 2. 5, and 4. 9); • better handling of asynchronous observations (Sections 3. 3 and 3. 6); • radically updated treatment of indirect estimation (Section 3. 3); • new section on standardized time series (Section 3. 8); • better way to generate random integers (Section 6. 7. 1) and fractions (Appendix L, program UNIFL); • thirty-seven new problems plus improvements of old problems. Helpful comments by Peter Glynn, Barry Nelson, Lee Schruben, and Pierre Trudeau stimulated several changes. Our new random integer routine extends ideas of Aarni Perko. Our new random fraction routine implements Pierre L'Ecuyer's recommended composite generator and provides seeds to produce disjoint streams. We thank Springer-Verlag and its late editor, Walter Kaufmann-Bilhler, for inviting us to update the book for its second edition. Working with them has been a pleasure. Denise St-Michel again contributed invaluable text-editing assistance. Preface to the First Edition Simulation means driving a model of a system with suitable inputs and observing the corresponding outputs. It is widely applied in engineering, in business, and in the physical and social sciences.

Author : Okan Topçu,Umut Durak,Halit Oğuztüzün,Levent Yilmaz
Publisher : Springer
Page : 296 pages
File Size : 41,9 Mb
Release : 2016-01-27
Category : Computers
ISBN : 9783319030500

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Distributed Simulation by Okan Topçu,Umut Durak,Halit Oğuztüzün,Levent Yilmaz Pdf

This unique text/reference provides a comprehensive review of distributed simulation (DS) from the perspective of Model Driven Engineering (MDE), illustrating how MDE affects the overall lifecycle of the simulation development process. Numerous practical case studies are included to demonstrate the utility and applicability of the methodology, many of which are developed from tools available to download from the public domain. Topics and features: Provides a thorough introduction to the fundamental concepts, principles and processes of modeling and simulation, MDE and high-level architecture Describes a road map for building a DS system in accordance with the MDE perspective, and a technical framework for the development of conceptual models Presents a focus on federate (simulation environment) architectures, detailing a practical approach to the design of federations (i.e., simulation member design) Discusses the main activities related to scenario management in DS, and explores the process of MDE-based implementation, integration and testing Reviews approaches to simulation evolution and modernization, including architecture-driven modernization for simulation modernization Examines the potential synergies between the agent, DS, and MDE methodologies, suggesting avenues for future research at the intersection of these three fields Distributed Simulation – A Model Driven Engineering Approach is an important resource for all researchers and practitioners involved in modeling and simulation, and software engineering, who may be interested in adopting MDE principles when developing complex DS systems.

Author : Harry Owen
Publisher : Springer
Page : 467 pages
File Size : 49,9 Mb
Release : 2016-03-05
Category : Medical
ISBN : 9783319265773

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Simulation in Healthcare Education by Harry Owen Pdf

Simulation in healthcare education has a long history, yet in many ways, we have been reinventing the wheel during the last 25 years. Historically, simulators have been much more than simple models, and we can still learn from aspects of simulation used hundreds of years ago. This book gives a narrative history of the development of simulators from the early 1700s to the middle of the 20th century when simulation in healthcare appeared to all but die out. It is organized around the development of simulation in different countries and includes at the end a guide to simulators in museums and private collections throughout the world. The aim is to increase understanding of simulation in the professional education of healthcare providers by exploring the historical context of simulators that were developed in the past, what they looked like, how they were used, and examples of simulator use that led to significant harm and an erosion of standards. The book is addressed to the healthcare simulation community and historians of medicine. The latter in particular will appreciate the identification and use of historic sources written in Latin, German, Italian, French, Polish and Spanish as well as English.

Author : Debra Nestel,Joshua Hui,Kevin Kunkler,Mark W. Scerbo,Aaron W. Calhoun
Publisher : Springer Nature
Page : 356 pages
File Size : 48,8 Mb
Release : 2019-11-13
Category : Science
ISBN : 9783030268374

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Healthcare Simulation Research by Debra Nestel,Joshua Hui,Kevin Kunkler,Mark W. Scerbo,Aaron W. Calhoun Pdf

This book provides readers with a detailed orientation to healthcare simulation research, aiming to provide descriptive and illustrative accounts of healthcare simulation research (HSR). Written by leaders in the field, chapter discussions draw on the experiences of the editors and their international network of research colleagues. This seven-section practical guide begins with an introduction to the field by relaying the key components of HSR. Sections two, three, four, and five then cover various topics relating to research literature, methods for data integration, and qualitative and quantitative approaches. Finally, the book closes with discussions of professional practices in HSR, as well as helpful tips and case studies.Healthcare Simulation Research: A Practical Guide is an indispensable reference for scholars, medical professionals and anyone interested in undertaking HSR.

Author : Laura T. Gantt,H. Michael Young
Publisher : John Wiley & Sons
Page : 224 pages
File Size : 52,8 Mb
Release : 2015-12-14
Category : Computers
ISBN : 9781118949412

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Healthcare Simulation by Laura T. Gantt,H. Michael Young Pdf

A focused guide for healthcare simulation operations in education and training With the growing use of simulation within the field of healthcare, Healthcare Simulation: A Guide for Operations Specialists provides a much needed resource for developing the roles and responsibilities of simulation operations specialists. The book illustrates the current state and evolution of the simulation professional workforce and discusses the topics necessary for the development of these pivotal roles. The book promotes the value of simulation-based education in healthcare and its associated outcomes while clarifying the operational requirements of successful simulations. Featuring numerous contributions from international experts, consultants, and specialists, Healthcare Simulation: A Guide for Operations Specialists presents advances in healthcare simulation techniques and also features: Coverage of the best practices and available technologies for healthcare simulation operations specialists within healthcare education, training, and assessment Interdisciplinary, practical examples throughout to help readers better understand the presented material An overview of the many facets of day-to-day operations within a healthcare simulation program Discussions regarding the concurrent need for understanding proper patient care that accompanies the human-to-machine interface in patient simulation Healthcare Simulation: A Guide for Operations Specialists is an excellent reference for healthcare simulation professionals including administrators, medical directors, managers, simulation technologists, faculty members, and educators in academic and healthcare settings. The book is also a useful supplementary textbook for graduate-level courses related to simulation and certificate programs in simulation education and simulation operations.

Author : K. Becker,J.R. Parker
Publisher : John Wiley & Sons
Page : 480 pages
File Size : 53,6 Mb
Release : 2011-11-30
Category : Education
ISBN : 9781118235591

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The Guide to Computer Simulations and Games by K. Becker,J.R. Parker Pdf

The first computer simulation book for anyone designing or building a game Answering the growing demand for a book catered for those who design, develop, or use simulations and games this book teaches you exactly what you need to know in order to understand the simulations you build or use all without having to earn another degree. Organized into three parts, this informative book first defines computer simulations and describes how they are different from live-action and paper-based simulations. The second section builds upon the previous, with coverage of the technical details of simulations, a detailed description of how models are built, and an explanation of how those models are translated into simulations. Finally, the last section develops four examples that walk you through the process from model to finished and functional simulation, all of which are created using freely available software and all of which can be downloaded. Targets anyone interested in learning about the inner workings of a simulation or game, but may not necessarily be a programmer or scientist Offers technical details on what simulations are and how they are built without overwhelming you with intricate jargon Breaks down simulation vs. modeling and traditional vs. computer simulations Examines verification and validation and discusses simulation tools Whether you need to learn how simulations work or it's something you've always been curious about but couldn't find the right resource, look no further. The Guide to Computer Simulations and Games is the ideal book for getting a solid understanding of this fascinating subject.

Author : Tamar Schlick
Publisher : Springer Science & Business Media
Page : 669 pages
File Size : 47,8 Mb
Release : 2013-04-18
Category : Science
ISBN : 9780387224640

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Molecular Modeling and Simulation by Tamar Schlick Pdf

Very broad overview of the field intended for an interdisciplinary audience; Lively discussion of current challenges written in a colloquial style; Author is a rising star in this discipline; Suitably accessible for beginners and suitably rigorous for experts; Features extensive four-color illustrations; Appendices featuring homework assignments and reading lists complement the material in the main text

Author : Juan Martín García
Publisher : Juan Martín García
Page : 270 pages
File Size : 43,8 Mb
Release : 2021-02-08
Category : Business & Economics
ISBN : 8210379456XXX

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Agent-Based Modeling and Simulation I by Juan Martín García Pdf

An Agent Based Model (ABM) allows simulating the actions and interactions of many agents or entities in order to evaluate their impact on the system as a whole. These models are used in areas such as industry, business, biology, ecology, and the social sciences. CONTRIBUTIONS - IMMEDIATE RESULTS. From the first pages the reader is already able to create a model. - FREE SOFTWARE. The use of specific and free software for personal and educational use. - WITHOUT PRIOR TRAINING. Knowing how to program in Java, C ++, Pyton, Anylogic, etc. is not required. - GUIDE. A neat guide that explains each step in detail, for quick learning. - MODELS. The explanation of 40 didactic models, created to learn progressively. - FIGURES. The support of more than 1000 figures to advance clearly in each stage. - VIDEOS. The models described, together with various help videos, can be downloaded. - PRACTICAL. A practical approach allows the reader to see the possible applications to their environment. - EXPERIENCE. The teaching experience of the author and the reviewers has allowed the text to be refined to the maximum. AUTHOR AND REVIEWERS Juan Martín García is a Doctor of Industrial Engineering in Business Organization from the UPC (Spain) and a Diploma from the Sloan School of Management at MIT (USA). He has more than 30 years of experience as a consultant for companies and public organizations using simulation models based on System Dynamics. Professor at several Spanish and Latin American universities, he teaches online courses at Vensim https://vensim.com/vensim-online-courses/ (in English) and System Dynamics at ATC-Innova http://atc-innova. com/ (Spanish). He is the author of books and lectures on business, social and environmental applications of simulation models. - Dr. Francisco Campuzano Bolarín, Professor of Business Organization at the Polytechnic University of Cartagena (UPCT). - Lening Mora, M.S Environmental & Occupational Health (San Diego, California) and Postgraduate Diploma in Healthcare Modeling and Simulation at Naval Postgraduate School (Monterey, California USA). - Professor Gavin Melles, PhD, MSc Swinburne University (Victoria, Australia). INDEX Presentation software Installation Working screen A model in 1 minute Concepts Functions and tables Variables Model: Traffic light Model: Paris Rome Attributes Model: Rio Bravo 2 Model: Truck Fleet Collections and aggregates Model: Dragons and Castles Model: Parents and children Model: The Four Pirates References Model: White and Black Model: White and Black 2 Model: White and Black 3 Comments Tools Entities initial parameters Model: Horse Racing Temporal parameters Model: Satellite Launch External data entities Import initial data Import time series data Model: My three rabbits Exercises Model: Rabbit Population Model: Rabbit Population 2 Model: Rabbit Population 3 Model: Rabbit population 4 Model: Rabbit population 5 Model: Sweet candies Model: Cheese shop Model: Cheese Shop 2 Model: Formula 1 drivers Model: Patients and hospitals Model: Horse breeding Model: Horse breeding 2 Model: Horse breeding 3 Model: Horse breeding 4 Model: Horse breeding 5 Model: Horse breeding 6 Model: Horse breeding 7 Model: Fighter aircraft Model: Fighter Aircraft 2 Model: Fishing in three seas Model: Fishing in three seas 2 Model: Fishing in three seas 3 Model: Fishing in three seas 4 Model: Fishing in three seas 5 Model: Fishing in three seas 6 Model: Gold Market Model: Gold Market 2 Model: Gold Market 3 Model: Gold Market 4 Model: Eco Restaurant Model: Beer Game