Modern Statistical, Systems, and GPSS Simulation, Second Edition
Modern Statistical, Systems, and GPSS Simulation, Second Edition

Author: Zaven A. Karian

Publisher: CRC Press

Published: 2020-09-10

Total Pages: 554

ISBN-13: 1000102866

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Modern Statistical, Systems, and GPSS Simulation, Second Edition introduces the theory and implementation of discrete-event simulation. This text: establishes a theoretical basis for simulation methodology provides details of an important simulation language (GPSS - General Purpose Simulation System) integrates these two elements in a systems simulation case study Valuable additions to the second edition include coverage of random number generators with astronomic period, new entropy-based tests of uniformity, gamma variate generation, results on the GLD, and variance reduction techniques. GPSS/PC is an interactive implementation of GPSS for the IBM-PC compatible family of microcomputers. The disk accompanying Modern Statistical, Systems, and GPSS Simulation contains the limited educational version of GPSS/PC with many illustrative examples discussed in the text.

Modern Statistical, Systems, and GPSS Simulation, Second Edition
Modern Statistical, Systems, and GPSS Simulation, Second Edition

Author: Zaven A. Karian

Publisher: CRC Press

Published: 1998-11-09

Total Pages: 558

ISBN-13: 9780849339226

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Modern Statistical, Systems, and GPSS Simulation, Second Edition introduces the theory and implementation of discrete-event simulation. This text: establishes a theoretical basis for simulation methodology provides details of an important simulation language (GPSS - General Purpose Simulation System) integrates these two elements in a systems simulation case study Valuable additions to the second edition include coverage of random number generators with astronomic period, new entropy-based tests of uniformity, gamma variate generation, results on the GLD, and variance reduction techniques. GPSS/PC is an interactive implementation of GPSS for the IBM-PC compatible family of microcomputers. The disk accompanying Modern Statistical, Systems, and GPSS Simulation contains the limited educational version of GPSS/PC with many illustrative examples discussed in the text.

Fitting Statistical Distributions
Fitting Statistical Distributions

Author: Zaven A. Karian

Publisher: CRC Press

Published: 2000-05-24

Total Pages: 458

ISBN-13: 1420038044

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Although the study of statistical modelling has made great strides in recent years, the number and variety of distributions to choose from continue to create problems. . Focusing on techniques used successfully across many fields, Fitting Statistical Distributions presents all of the relevant results related to the Generalized Lambda Distribution, the Generalized Bootstrap, and Monte Carlo simulation. It provides the tables, algorithms, and computer programs needed for fitting continuous probability distributions to data in a wide variety of circumstances-covering bivariate as well as univariate distributions, and including situations where moments do not exist.

Handbook of Fitting Statistical Distributions with R
Handbook of Fitting Statistical Distributions with R

Author: Zaven A. Karian

Publisher: CRC Press

Published: 2016-04-19

Total Pages: 1722

ISBN-13: 1584887125

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With the development of new fitting methods, their increased use in applications, and improved computer languages, the fitting of statistical distributions to data has come a long way since the introduction of the generalized lambda distribution (GLD) in 1969. Handbook of Fitting Statistical Distributions with R presents the latest and best methods

Probability and Statistics for Computer Science
Probability and Statistics for Computer Science

Author: James L. Johnson

Publisher: John Wiley & Sons

Published: 2011-09-09

Total Pages: 764

ISBN-13: 1118165969

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Comprehensive and thorough development of both probability and statistics for serious computer scientists; goal-oriented: "to present the mathematical analysis underlying probability results" Special emphases on simulation and discrete decision theory Mathematically-rich, but self-contained text, at a gentle pace Review of calculus and linear algebra in an appendix Mathematical interludes (in each chapter) which examine mathematical techniques in the context of probabilistic or statistical importance Numerous section exercises, summaries, historical notes, and Further Readings for reinforcement of content

Artificial Intelligence (AI)
Artificial Intelligence (AI)

Author: S. Kanimozhi Suguna

Publisher: CRC Press

Published: 2021-05-27

Total Pages: 331

ISBN-13: 1000375528

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This book aims to bring together leading academic scientists, researchers, and research scholars to exchange and share their experiences and research results on all aspects of Artificial Intelligence. The book provides a premier interdisciplinary platform to present practical challenges and adopted solutions. The book addresses the complete functional framework workflow in Artificial Intelligence technology. It explores the basic and high-level concepts and can serve as a manual for the industry for beginners and the more advanced. It covers intelligent and automated systems and its implications to the real-world, and offers data acquisition and case studies related to data-intensive technologies in AI-based applications. The book will be of interest to researchers, professionals, scientists, professors, students of computer science engineering, electronics and communications, as well as information technology.

Modeling And Simulation Of Distributed Systems (With Cd-rom)
Modeling And Simulation Of Distributed Systems (With Cd-rom)

Author: Alexander Kostin

Publisher: World Scientific Publishing Company

Published: 2010-06-28

Total Pages: 438

ISBN-13: 9813107731

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CD-ROM with a simulation system and numerous solved models is attached to the book. Distributed systems are a continuously expanding area of computer science and computer engineering. This book addresses the need for literature on modeling and simulation techniques for distributed systems. For simulation modeling of distributed systems in the book, a specific class of extended Petri nets is used that allows to easily represent the fundamental processes of any distributed system. The book is intended, first of all, as a text for related graduate-level university courses on distributed systems in computer science and computer engineering. Other computer science and computer engineering courses would also find the book useful as a source of practical information for a broad community of those graduate students who are busy with simulation in their study and research. The book can be useful also to academics who give related graduate courses or deliver research-oriented modules for graduate students. Further, the book can be helpful to system architects and developers who apply modeling and simulation techniques as a step in the design and implementation of their systems. Containing a large number of models, with commented source texts and simulation results on the attached CD-ROM, it can also serve as valuable reference book for researchers who want to develop their own models in terms of Petri nets.

Deterministic and Stochastic Approaches in Computer Modeling and Simulation
Deterministic and Stochastic Approaches in Computer Modeling and Simulation

Author: Romansky, Radi Petrov

Publisher: IGI Global

Published: 2023-10-09

Total Pages: 527

ISBN-13: 166848949X

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In the field of computer modeling and simulation, academic scholars face a pressing challenge—how to navigate the complex landscape of both deterministic and stochastic approaches to modeling. This multifaceted arena demands a unified organizational framework, a comprehensive guide that can seamlessly bridge the gap between theory and practical application. Without such a resource, scholars may struggle to harness the full potential of computer modeling, leaving critical questions unanswered and innovative solutions undiscovered. Deterministic and Stochastic Approaches in Computer Modeling and Simulation serves as the definitive solution to the complex problem scholars encounter. By presenting a comprehensive and unified organizational approach, this book empowers academics to conquer the challenges of computer modeling with confidence. It not only provides a classification of modeling methods but also offers a formalized, step-by-step approach to conducting model investigations, starting from defining objectives to analyzing experimental results. For academic scholars seeking a holistic understanding of computer modeling, this book is the ultimate solution. It caters to the diverse needs of scholars by addressing both deterministic and stochastic approaches. Through its structured chapters, it guides readers from the very basics of computer systems investigation to advanced topics like stochastic analytical modeling and statistical modeling.

System Simulation, 2nd Edition
System Simulation, 2nd Edition

Author: D S Hira

Publisher: S. Chand Publishing

Published: 2009

Total Pages: 305

ISBN-13: 8121920590

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The book provides sound knowledge about the fundamental aspects of the important technique of system simulation which is used in the analysis of complex systems.