Simulation Modeling And Arena

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Simulation Modeling and Arena

Author : Manuel D. Rossetti
Publisher : John Wiley & Sons
ISBN 13 : 111885814X
Total Pages : 746 pages
Book Rating : 4.1/5 (188 download)

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Book Synopsis Simulation Modeling and Arena by : Manuel D. Rossetti

Download or read book Simulation Modeling and Arena written by Manuel D. Rossetti and published by John Wiley & Sons. This book was released on 2015-05-26 with total page 746 pages. Available in PDF, EPUB and Kindle. Book excerpt: Emphasizes a hands-on approach to learning statistical analysis and model building through the use of comprehensive examples, problems sets, and software applications With a unique blend of theory and applications, Simulation Modeling and Arena®, Second Edition integrates coverage of statistical analysis and model building to emphasize the importance of both topics in simulation. Featuring introductory coverage on how simulation works and why it matters, the Second Edition expands coverage on static simulation and the applications of spreadsheets to perform simulation. The new edition also introduces the use of the open source statistical package, R, for both performing statistical testing and fitting distributions. In addition, the models are presented in a clear and precise pseudo-code form, which aids in understanding and model communication. Simulation Modeling and Arena, Second Edition also features: Updated coverage of necessary statistical modeling concepts such as confidence interval construction, hypothesis testing, and parameter estimation Additional examples of the simulation clock within discrete event simulation modeling involving the mechanics of time advancement by hand simulation A guide to the Arena Run Controller, which features a debugging scenario New homework problems that cover a wider range of engineering applications in transportation, logistics, healthcare, and computer science A related website with an Instructor’s Solutions Manual, PowerPoint® slides, test bank questions, and data sets for each chapter Simulation Modeling and Arena, Second Edition is an ideal textbook for upper-undergraduate and graduate courses in modeling and simulation within statistics, mathematics, industrial and civil engineering, construction management, business, computer science, and other departments where simulation is practiced. The book is also an excellent reference for professionals interested in mathematical modeling, simulation, and Arena.

Simulation Modeling and Analysis with ARENA

Author : Tayfur Altiok
Publisher : Elsevier
ISBN 13 : 9780080548951
Total Pages : 456 pages
Book Rating : 4.5/5 (489 download)

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Book Synopsis Simulation Modeling and Analysis with ARENA by : Tayfur Altiok

Download or read book Simulation Modeling and Analysis with ARENA written by Tayfur Altiok and published by Elsevier. This book was released on 2010-07-26 with total page 456 pages. Available in PDF, EPUB and Kindle. Book excerpt: Simulation Modeling and Analysis with Arena is a highly readable textbook which treats the essentials of the Monte Carlo discrete-event simulation methodology, and does so in the context of a popular Arena simulation environment. It treats simulation modeling as an in-vitro laboratory that facilitates the understanding of complex systems and experimentation with what-if scenarios in order to estimate their performance metrics. The book contains chapters on the simulation modeling methodology and the underpinnings of discrete-event systems, as well as the relevant underlying probability, statistics, stochastic processes, input analysis, model validation and output analysis. All simulation-related concepts are illustrated in numerous Arena examples, encompassing production lines, manufacturing and inventory systems, transportation systems, and computer information systems in networked settings. · Introduces the concept of discrete event Monte Carlo simulation, the most commonly used methodology for modeling and analysis of complex systems · Covers essential workings of the popular animated simulation language, ARENA, including set-up, design parameters, input data, and output analysis, along with a wide variety of sample model applications from production lines to transportation systems · Reviews elements of statistics, probability, and stochastic processes relevant to simulation modeling * Ample end-of-chapter problems and full Solutions Manual * Includes CD with sample ARENA modeling programs

Simulation with Arena

Author : W. David Kelton
Publisher : McGraw-Hill Science, Engineering & Mathematics
ISBN 13 : 9780072919813
Total Pages : 668 pages
Book Rating : 4.9/5 (198 download)

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Book Synopsis Simulation with Arena by : W. David Kelton

Download or read book Simulation with Arena written by W. David Kelton and published by McGraw-Hill Science, Engineering & Mathematics. This book was released on 2004 with total page 668 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first edition of this book was the first text to be written on the Arena software, which is a very popular simulation modeling software. What makes this text the authoritative source on Arena is that it was written by the creators of Arena themselves. The new third edition follows in the tradition of the successful first and second editions in its tutorial style (via a sequence of carefully crafted examples) and an accessible writing style. The updates include thorough coverage of the new version of the Arena software (Arena 7.01), enhanced support for Excel and Access, and updated examples to reflect the new version of software. The CD-ROM that accompanies the book contains the Academic version of the Arena software. The software features new capabilities such as model documentation, enhanced plots, file reading and writing, printing and animation symbols.

Simulation Modeling Handbook

Author : Christopher A. Chung
Publisher : CRC Press
ISBN 13 : 0203496469
Total Pages : 603 pages
Book Rating : 4.2/5 (34 download)

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Book Synopsis Simulation Modeling Handbook by : Christopher A. Chung

Download or read book Simulation Modeling Handbook written by Christopher A. Chung and published by CRC Press. This book was released on 2003-07-15 with total page 603 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Modeling and Simulation of Discrete Event Systems

Author : Byoung Kyu Choi
Publisher : John Wiley & Sons
ISBN 13 : 1118732855
Total Pages : 427 pages
Book Rating : 4.1/5 (187 download)

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Book Synopsis Modeling and Simulation of Discrete Event Systems by : Byoung Kyu Choi

Download or read book Modeling and Simulation of Discrete Event Systems written by Byoung Kyu Choi and published by John Wiley & Sons. This book was released on 2013-08-07 with total page 427 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Introduction to Discrete Event Simulation and Agent-based Modeling

Author : Theodore T. Allen
Publisher : Springer Science & Business Media
ISBN 13 : 0857291394
Total Pages : 215 pages
Book Rating : 4.8/5 (572 download)

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Book Synopsis Introduction to Discrete Event Simulation and Agent-based Modeling by : Theodore T. Allen

Download or read book Introduction to Discrete Event Simulation and Agent-based Modeling written by Theodore T. Allen and published by Springer Science & Business Media. This book was released on 2011-01-12 with total page 215 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Simulation Modelling for Business

Author : Andrew Greasley
Publisher : Routledge
ISBN 13 : 1351899988
Total Pages : 135 pages
Book Rating : 4.3/5 (518 download)

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Book Synopsis Simulation Modelling for Business by : Andrew Greasley

Download or read book Simulation Modelling for Business written by Andrew Greasley and published by Routledge. This book was released on 2017-03-02 with total page 135 pages. Available in PDF, EPUB and Kindle. Book excerpt: Simulation Modelling has been used for many years in the manufacturing sector but has now become a mainstream tool in business situations. This is partly because of the popularity of Business Process Reengineering (BPR) and other process based improvement methods that use simulation to help analyse changes in process design. This text book includes case studies in both manufacturing and service situations to demonstrate the usefulness of the approach. A further reason for the increasing popularity of the technique is the development of business orientated and user-friendly windows-based software. This text provides a guide to the use of ARENA, SIMUL8 and WITNESS simulation software systems which are widely used in industry and available to students. Overall this text provides a practical guide to building and implementing the results from a simulation model. All the steps in a typical simulation study are covered including data collection, input data modelling and experimentation.

Simulation Modeling and Analysis with Expertfit Software

Author : Averill Law
Publisher : McGraw-Hill Science/Engineering/Math
ISBN 13 : 9780073294414
Total Pages : 792 pages
Book Rating : 4.2/5 (944 download)

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Book Synopsis Simulation Modeling and Analysis with Expertfit Software by : Averill Law

Download or read book Simulation Modeling and Analysis with Expertfit Software written by Averill Law and published by McGraw-Hill Science/Engineering/Math. This book was released on 2006-07-21 with total page 792 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since the publication of the first edition in 1982, the goal of Simulation Modeling and Analysis has always been to provide a comprehensive, state-of-the-art, and technically correct treatment of all important aspects of a simulation study. The book strives to make this material understandable by the use of intuition and numerous figures, examples, and problems. It is equally well suited for use in university courses, simulation practice, and self study. The book is widely regarded as the “bible” of simulation and now has more than 100,000 copies in print. The book can serve as the primary text for a variety of courses; for example: • A first course in simulation at the junior, senior, or beginning-graduate-student level in engineering, manufacturing, business, or computer science (Chaps. 1 through 4, and parts of Chaps. 5 through 9). At the end of such a course, the students will be prepared to carry out complete and effective simulation studies, and to take advanced simulation courses. • A second course in simulation for graduate students in any of the above disciplines (most of Chaps. 5 through 12). After completing this course, the student should be familiar with the more advanced methodological issues involved in a simulation study, and should be prepared to understand and conduct simulation research. • An introduction to simulation as part of a general course in operations research or management science (part of Chaps. 1, 3, 5, 6, and 9).

Proceedings of the 12th International Symposium Continuous Surface Mining - Aachen 2014

Author : Christian Niemann-Delius
Publisher : Springer
ISBN 13 : 3319123017
Total Pages : 644 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Proceedings of the 12th International Symposium Continuous Surface Mining - Aachen 2014 by : Christian Niemann-Delius

Download or read book Proceedings of the 12th International Symposium Continuous Surface Mining - Aachen 2014 written by Christian Niemann-Delius and published by Springer. This book was released on 2014-09-20 with total page 644 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited volume contains research results presented at the 12th International Symposium Continuous Surface Mining, ISCSM Aachen 2014. The target audience primarily comprises researchers in the lignite mining industry and practitioners in this field but the book may also be beneficial for graduate students.

Hands-On Simulation Modeling with Python

Author : Giuseppe Ciaburro
Publisher : Packt Publishing Ltd
ISBN 13 : 1838988653
Total Pages : 347 pages
Book Rating : 4.8/5 (389 download)

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Book Synopsis Hands-On Simulation Modeling with Python by : Giuseppe Ciaburro

Download or read book Hands-On Simulation Modeling with Python written by Giuseppe Ciaburro and published by Packt Publishing Ltd. This book was released on 2020-07-17 with total page 347 pages. Available in PDF, EPUB and Kindle. Book excerpt: Enhance your simulation modeling skills by creating and analyzing digital prototypes of a physical model using Python programming with this comprehensive guide Key Features Learn to create a digital prototype of a real model using hands-on examples Evaluate the performance and output of your prototype using simulation modeling techniques Understand various statistical and physical simulations to improve systems using Python Book Description Simulation modeling helps you to create digital prototypes of physical models to analyze how they work and predict their performance in the real world. With this comprehensive guide, you'll understand various computational statistical simulations using Python. Starting with the fundamentals of simulation modeling, you'll understand concepts such as randomness and explore data generating processes, resampling methods, and bootstrapping techniques. You'll then cover key algorithms such as Monte Carlo simulations and Markov decision processes, which are used to develop numerical simulation models, and discover how they can be used to solve real-world problems. As you advance, you'll develop simulation models to help you get accurate results and enhance decision-making processes. Using optimization techniques, you'll learn to modify the performance of a model to improve results and make optimal use of resources. The book will guide you in creating a digital prototype using practical use cases for financial engineering, prototyping project management to improve planning, and simulating physical phenomena using neural networks. By the end of this book, you'll have learned how to construct and deploy simulation models of your own to overcome real-world challenges. What you will learn Gain an overview of the different types of simulation models Get to grips with the concepts of randomness and data generation process Understand how to work with discrete and continuous distributions Work with Monte Carlo simulations to calculate a definite integral Find out how to simulate random walks using Markov chains Obtain robust estimates of confidence intervals and standard errors of population parameters Discover how to use optimization methods in real-life applications Run efficient simulations to analyze real-world systems Who this book is for Hands-On Simulation Modeling with Python is for simulation developers and engineers, model designers, and anyone already familiar with the basic computational methods that are used to study the behavior of systems. This book will help you explore advanced simulation techniques such as Monte Carlo methods, statistical simulations, and much more using Python. Working knowledge of Python programming language is required.

Applied Simulation Modeling

Author : Andrew F. Seila
Publisher : Cengage Learning
ISBN 13 :
Total Pages : 504 pages
Book Rating : 4.:/5 (318 download)

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Book Synopsis Applied Simulation Modeling by : Andrew F. Seila

Download or read book Applied Simulation Modeling written by Andrew F. Seila and published by Cengage Learning. This book was released on 2003 with total page 504 pages. Available in PDF, EPUB and Kindle. Book excerpt: APPLIED SIMULATION MODELING provides the student with both a conceptual introduction to the concepts of simulation modeling and practical experience with real examples using popular commercial simulation packages ARENA and @Risk. The coverage includes Risk Simulation, Dynamic Systems, and Discrete Event Simulation models. Throughout the text, the authors show readers how they can use simulation in the context of decision making. Practical examples from Operations Management, Manufacturing, Health Care, and Finance are included throughout to give students an appreciation for the wide scope of application and the robust nature of simulation modeling. Special student editions of ARENA and @Risk are packaged with the text.

Simio and Simulation: Modeling, Analysis, Applications

Author : Jeffrey S. Smith
Publisher : Createspace Independent Publishing Platform
ISBN 13 : 9781542933117
Total Pages : 0 pages
Book Rating : 4.9/5 (331 download)

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Book Synopsis Simio and Simulation: Modeling, Analysis, Applications by : Jeffrey S. Smith

Download or read book Simio and Simulation: Modeling, Analysis, Applications written by Jeffrey S. Smith and published by Createspace Independent Publishing Platform. This book was released on 2017-05-04 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book opens up the world of simulation to you by providing the basics of general simulation techonology, identifying the skills needed for successful simulation projects, and introducting a state-of-the-art simulation package." --

Simulation Modeling and Arena

Author : Manuel David Rossetti
Publisher :
ISBN 13 :
Total Pages : 573 pages
Book Rating : 4.:/5 (785 download)

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Book Synopsis Simulation Modeling and Arena by : Manuel David Rossetti

Download or read book Simulation Modeling and Arena written by Manuel David Rossetti and published by . This book was released on 2008 with total page 573 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Simulation with Arena

Author : Nancy Zupick
Publisher : McGraw-Hill Education
ISBN 13 : 9780073401317
Total Pages : 656 pages
Book Rating : 4.4/5 (13 download)

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Book Synopsis Simulation with Arena by : Nancy Zupick

Download or read book Simulation with Arena written by Nancy Zupick and published by McGraw-Hill Education. This book was released on 2014-01-24 with total page 656 pages. Available in PDF, EPUB and Kindle. Book excerpt: Simulation with Arena provides a comprehensive treatment of simulation using industry-standard Arena software. The text starts by having the reader develop simple high-level models, and then progresses to advanced modeling and analysis. Statistical design and analysis of simulation experiments is integrated with the modeling chapters, reflecting the importance of mathematical modeling of these activities. An informal, tutorial writing style is used to aid the beginner in fully understanding the ideas and topics presented. The academic version of Arena and example files are available through the book's website. McGraw-Hill is proud to offer Connect with the sixth edition of Kelton's, Simulation with Arena. This innovative and powerful system helps your students learn more efficiently and gives you the ability to customize your homework problems simply and easily. Track individual student performance - by question, assignment, or in relation to the class overall with detailed grade reports. ConnectPlus provides students with all the advantages of Connect, plus 24/7 access to an eBook. Kelton's Simulation with Arena, sixth edition, includes the power of McGraw-Hill's LearnSmart a proven adaptive learning system that helps students learn faster, study more efficiently, and retain more knowledge through a series of adaptive questions. This innovative study tool pinpoints concepts the student does not understand and maps out a personalized plan for success.

Formal Languages for Computer Simulation: Transdisciplinary Models and Applications

Author : Fonseca i Casas, Pau
Publisher : IGI Global
ISBN 13 : 1466643706
Total Pages : 458 pages
Book Rating : 4.4/5 (666 download)

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Book Synopsis Formal Languages for Computer Simulation: Transdisciplinary Models and Applications by : Fonseca i Casas, Pau

Download or read book Formal Languages for Computer Simulation: Transdisciplinary Models and Applications written by Fonseca i Casas, Pau and published by IGI Global. This book was released on 2013-07-31 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt: Models and simulations are an important first step in developing computer applications to solve real-world problems. However, in order to be truly effective, computer programmers must use formal modeling languages to evaluate these simulations. Formal Languages for Computer Simulation: Transdisciplinary Models and Applications investigates a variety of programming languages used in validating and verifying models in order to assist in their eventual implementation. This book will explore different methods of evaluating and formalizing simulation models, enabling computer and industrial engineers, mathematicians, and students working with computer simulations to thoroughly understand the progression from simulation to product, improving the overall effectiveness of modeling systems.

Object Oriented Simulation

Author : José M. Garrido
Publisher : Springer Science & Business Media
ISBN 13 : 1441905162
Total Pages : 451 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis Object Oriented Simulation by : José M. Garrido

Download or read book Object Oriented Simulation written by José M. Garrido and published by Springer Science & Business Media. This book was released on 2009-05-28 with total page 451 pages. Available in PDF, EPUB and Kindle. Book excerpt: Object Oriented Simulation will qualify as a valuable resource to students and accomplished professionals and researchers alike, as it provides an extensive, yet comprehensible introduction to the basic principles of object-oriented modeling, design and implementation of simulation models. Key features include an introduction to modern commercial graphical simulation and animation software, accessible breakdown of OOSimL language constructs through various programming principles, and extensive tutorial materials ideal for undergraduate classroom use.

Call Center Performance Enhancement Using Simulation and Modeling

Author : Jon Anton
Publisher : Purdue University Press
ISBN 13 : 9781557531827
Total Pages : 148 pages
Book Rating : 4.5/5 (318 download)

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Book Synopsis Call Center Performance Enhancement Using Simulation and Modeling by : Jon Anton

Download or read book Call Center Performance Enhancement Using Simulation and Modeling written by Jon Anton and published by Purdue University Press. This book was released on 1999 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: The management and design of call centres is increasing in complexity due to advancing technology and rising customer expectations. This guide provides managers with an understanding of the role, value and practical deployment of simulation in the planning, management and analysis of call centres.