Handbook of Simulation

Handbook of Simulation
Author: Jerry Banks
Publisher: John Wiley & Sons
Total Pages: 868
Release: 1998-09-14
Genre: Technology & Engineering
ISBN: 9780471134039

Dieses Buch ist eine unschätzbare Informationsquelle für alle Ingenieure, Designer, Manager und Techniker bei Entwicklung, Studium und Anwendung einer großen Vielzahl von Simulationstechniken. Es vereint die Arbeit internationaler Simulationsexperten aus Industrie und Forschung. Alle Aspekte der Simulation werden in diesem umfangreichen Nachschlagewerk abgedeckt. Der Leser wird vertraut gemacht mit den verschiedenen Techniken von Industriesimulationen sowie mit Einsatz, Anwendungen und Entwicklungen. Neueste Fortschritte wie z.B. objektorientierte Programmierung werden ebenso behandelt wie Richtlinien für den erfolgreichen Umgang mit simulationsgestützten Prozessen. Auch gibt es eine Liste mit den wichtigsten Vertriebs- und Zulieferadressen. (10/98)

Methodology for the Modeling and Simulation of Microsystems

Methodology for the Modeling and Simulation of Microsystems
Author: Bartlomiej F. Romanowicz
Publisher: Springer Science & Business Media
Total Pages: 178
Release: 1998-10-31
Genre: Technology & Engineering
ISBN: 9780792383062

Over the past two decades, technologies for microsystems fabrication have made considerable progress. This has made possible a large variety of new commercial devices ranging, for example, from integrated pressure and acceleration microsensors to active micromirror arrays for image projection. In the near future, there will be a number of new devices, which will be commercialized in many application areas. The field of microsystems is characterized by its wide diversity, which requires a multidisciplinary approach for design and processes as well as in application areas. Although there is a common technological background derived from integrated circuits, it is clear that microsystems will require additional application-specific technologies. Since most microsystem technologies are based on batch processing and dedicated to mass production, prototyping is likely to be an expensive and time-consuming step. It is recognized that standardization of the processes as well as of the design tools will definitely help reduce the entry cost of microsystems. This creates a very challenging situation for the design, modeling and simulation of microsystems. Methodology for the Modeling and Simulation of Microsystems is the first book to give an overview of the problems associated with modeling and simulation of microsystems. It introduces a new methodology, which is supported by several examples. It should provide a useful starting point for both scientists and engineers seeking background information for efficient design of microsystems.

Monte Carlo Simulation and Resampling Methods for Social Science

Monte Carlo Simulation and Resampling Methods for Social Science
Author: Thomas M. Carsey
Publisher: SAGE Publications
Total Pages: 304
Release: 2013-08-05
Genre: Social Science
ISBN: 1483324923

Taking the topics of a quantitative methodology course and illustrating them through Monte Carlo simulation, this book examines abstract principles, such as bias, efficiency, and measures of uncertainty in an intuitive, visual way. Instead of thinking in the abstract about what would happen to a particular estimator "in repeated samples," the book uses simulation to actually create those repeated samples and summarize the results. The book includes basic examples appropriate for readers learning the material for the first time, as well as more advanced examples that a researcher might use to evaluate an estimator he or she was using in an actual research project. The book also covers a wide range of topics related to Monte Carlo simulation, such as resampling methods, simulations of substantive theory, simulation of quantities of interest (QI) from model results, and cross-validation. Complete R code from all examples is provided so readers can replicate every analysis presented using R.

Comprehensive Healthcare Simulation: Implementing Best Practices in Standardized Patient Methodology

Comprehensive Healthcare Simulation: Implementing Best Practices in Standardized Patient Methodology
Author: Gayle Gliva-McConvey
Publisher: Springer Nature
Total Pages: 353
Release: 2020-10-15
Genre: Medical
ISBN: 3030438260

This book brings to life best practices of Human Simulation; maximizing the Standardized Patient (SP) methodology that has played a major role in health professions learning and assessment since the 1960s. Each chapter reflects the Association of SP Educators Standards of Best Practices (SOBPs) and provides guidance for implementation. Multiple insights are offered through embedded interviews with international experts to provide examples illustrating successful strategies. The Human Simulation Continuum Model, a practical and theoretical framework, is introduced to guide educators in decision-making processes associated with the full range of human simulation. The Continuum Model spans improvisations, structured role-play, embedded participants, and simulated-standardized patients. This book also provides the full “how-to” for SP methodology covering topics including; case/scenario development, creating training material, training techniques for case portrayal, training communication and feedback skills, GTA/MUTA/PTA training, SP program administration and professional development for SP Educators. A pragmatic, user-friendly addition to the Comprehensive Healthcare Simulation series, Implementing Best Practices in Standardized Patient Methodology is the first book framed by the ASPE SOBPs, embracing best practices in human simulation and marshaling the vast expertise of a myriad of SP Educators.

Simulation of Communication Systems

Simulation of Communication Systems
Author: Michel C. Jeruchim
Publisher: Springer Science & Business Media
Total Pages: 920
Release: 2006-04-11
Genre: Technology & Engineering
ISBN: 0306469715

Since the first edition of this book was published seven years ago, the field of modeling and simulation of communication systems has grown and matured in many ways, and the use of simulation as a day-to-day tool is now even more common practice. With the current interest in digital mobile communications, a primary area of application of modeling and simulation is now in wireless systems of a different flavor from the `traditional' ones. This second edition represents a substantial revision of the first, partly to accommodate the new applications that have arisen. New chapters include material on modeling and simulation of nonlinear systems, with a complementary section on related measurement techniques, channel modeling and three new case studies; a consolidated set of problems is provided at the end of the book.

Theory, Methodology, Tools and Applications for Modeling and Simulation of Complex Systems

Theory, Methodology, Tools and Applications for Modeling and Simulation of Complex Systems
Author: Lin Zhang
Publisher: Springer
Total Pages: 739
Release: 2016-09-22
Genre: Computers
ISBN: 9811026637

This four-volume set (CCIS 643, 644, 645, 646) constitutes the refereed proceedings of the 16th Asia Simulation Conference and the First Autumn Simulation Multi-Conference, AsiaSim / SCS AutumnSim 2016, held in Beijing, China, in October 2016. The 265 revised full papers presented were carefully reviewed and selected from 651 submissions. The papers in this first volume of the set are organized in topical sections on modeling and simulation theory and methodology; model engineering for system of systems; high performance computing and simulation; modeling and simulation for smart city.

Discrete Choice Methods with Simulation

Discrete Choice Methods with Simulation
Author: Kenneth Train
Publisher: Cambridge University Press
Total Pages: 399
Release: 2009-07-06
Genre: Business & Economics
ISBN: 0521766559

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.

Supply Chain Simulation

Supply Chain Simulation
Author: Francisco Campuzano
Publisher: Springer Science & Business Media
Total Pages: 110
Release: 2011-07-16
Genre: Technology & Engineering
ISBN: 0857297198

Supply Chain Simulation allows readers to practice modeling and simulating a multi-level supply chain. The chapters are a combination of the practical and the theoretical, covering: knowledge of simulation methods and techniques, the conceptual framework of a typical supply chain, the main concepts of system dynamics, and a set of practice problems with their corresponding solutions. The problem set includes illustrations and graphs relating to the simulation results of the Vensim® program, the main code of which is also provided. The examples used are a valuable simulation tool that can be modified and extended according to user requirements. The objective of Supply Chain Simulation is to meet the demands of supply chain simulation or similar courses taught at the postgraduate level. The “what if” analysis recreates different simulation scenarios to improve the decision-making process in terms of supply chain performance, making the book useful not only for postgraduate students, but also for industrial practitioners.

Handbook of Simulation

Handbook of Simulation
Author: Jerry Banks
Publisher: John Wiley & Sons
Total Pages: 869
Release: 1998-09-14
Genre: Technology & Engineering
ISBN: 0471134031

The only complete guide to all aspects and uses of simulation-from the international leaders in the field There has never been a single definitive source of key information on all facets of discrete-event simulation and its applications to major industries. The Handbook of Simulation brings together the contributions of leading academics, practitioners, and software developers to offer authoritative coverage of the principles, techniques, and uses of discrete-event simulation. Comprehensive in scope and thorough in approach, the Handbook is the one reference on discrete-event simulation that every industrial engineer, management scientist, computer scientist, operations manager, or operations researcher involved in problem-solving should own, with an in-depth examination of: * Simulation methodology, from experimental design to data analysis and more * Recent advances, such as object-oriented simulation, on-line simulation, and parallel and distributed simulation * Applications across a full range of manufacturing and service industries * Guidelines for successful simulations and sound simulation project management * Simulation software and simulation industry vendors