Master Discrete Event System Simulation with Jerry Banks' Ebook
Discrete Event System Simulation Jerry Banks Ebook Download
If you are interested in learning about discrete event system simulation, one of the most widely used techniques in modeling and analysis of complex systems, you might want to check out the ebook by Jerry Banks, a renowned expert in the field. In this article, we will tell you what discrete event system simulation is, who Jerry Banks is, what his ebook covers, how to download it for free, and how to use it effectively.
Discrete Event System Simulation Jerry Banks Ebook Download
What is discrete event system simulation?
Discrete event system simulation (DESS) is a method of simulating the behavior and performance of a system that changes over time in response to discrete events. A discrete event is an occurrence that happens at a specific point in time and changes the state of the system. For example, a customer arriving at a bank, a machine breaking down, or a packet being transmitted over a network are discrete events.
Definition and examples
A formal definition of DESS is given by Jerry Banks in his ebook as follows:
A discrete-event simulation models the operation of a system as a discrete sequence of events in time. Each event occurs at a particular instant in time and marks a change of state in the system. Between consecutive events, no change in the system is assumed to occur; thus the simulation time can directly jump to the occurrence time of the next event.
Some examples of systems that can be modeled using DESS are:
Manufacturing systems: DESS can be used to analyze the production capacity, inventory levels, resource utilization, quality control, scheduling, and logistics of a manufacturing system.
Service systems: DESS can be used to evaluate the customer service level, waiting time, queue length, staff allocation, and revenue of a service system such as a bank, a hospital, or a call center.
Computer systems: DESS can be used to simulate the performance, reliability, security, and communication of a computer system such as a network, a database, or an operating system.
Military systems: DESS can be used to model the combat effectiveness, strategy, tactics, and logistics of a military system such as a battlefield, an air defense system, or a missile launch system.
Benefits and applications
DESS has many benefits and applications in various fields and industries. Some of them are:
It can help understand the behavior and dynamics of complex systems that are difficult or impossible to analyze using analytical or experimental methods.
It can help design and optimize systems by testing different scenarios, parameters, policies, and alternatives before implementing them in reality.
It can help evaluate and compare the performance and efficiency of different systems or components under different conditions and constraints.
It can help identify and solve problems and bottlenecks in existing systems by finding the root causes and effects of various events and factors.
It can help train and educate people by providing realistic and interactive environments for learning and decision making.
Who is Jerry Banks and why is he an authority on simulation?
Jerry Banks is one of the most influential and respected figures in the field of simulation. He is a professor emeritus of industrial and systems engineering at Georgia Institute of Technology, where he taught and conducted research on simulation for over 40 years. He is also a consultant, author, editor, and speaker on simulation topics.
Biography and achievements
Jerry Banks was born in 1939 in Oklahoma. He received his B.S. in industrial engineering from the University of Oklahoma in 1961, his M.S. in industrial engineering from Texas A&M University in 1963, and his Ph.D. in industrial engineering from Purdue University in 1967. He joined Georgia Tech as an assistant professor in 1968 and became a full professor in 1977. He retired in 2004 and became a professor emeritus.
During his career, Jerry Banks received many honors and awards for his excellence in teaching, research, and service. Some of them are:
The INFORMS Simulation Society Lifetime Professional Achievement Award in 2004.
The Winter Simulation Conference Board of Directors Award in 2003.
The Institute of Industrial Engineers Operations Research Division Award in 2002.
The INFORMS College on Simulation Distinguished Service Award in 1998.
The Institute of Industrial Engineers Fellow Award in 1993.
The Winter Simulation Conference Distinguished Service Award in 1990.
Contributions to simulation theory and practice
Jerry Banks made significant contributions to the advancement of simulation theory and practice through his publications, editorships, and leadership roles. Some of them are:
He authored or co-authored over 150 papers and 10 books on simulation, including the widely used textbook "Discrete-Event System Simulation", which is now in its sixth edition and has been translated into several languages.
He edited or co-edited several journals and proceedings on simulation, including the Journal of Simulation, the International Journal of Simulation and Process Modelling, the Proceedings of the Winter Simulation Conference, and the Handbook of Simulation.
He served as the president of the INFORMS Simulation Society, the vice president of publications of the Institute of Industrial Engineers, and the general chair or program chair of several conferences on simulation, including the Winter Simulation Conference, the International Conference on Modeling and Simulation, and the International Conference on Industrial Engineering and Operations Management.
What is the ebook about and what does it cover?
The ebook by Jerry Banks is titled "Discrete-Event System Simulation" and it is a comprehensive and authoritative guide to the theory and practice of DESS. It covers all the essential topics and techniques for modeling, analyzing, designing, and optimizing discrete event systems using simulation.
Overview and summary
The ebook consists of 12 chapters, each with an introduction, objectives, key terms, examples, exercises, references, and further readings. The ebook also includes four appendices that provide additional information on random number generation, statistical analysis, input data analysis, and output data analysis. The ebook is accompanied by a website that contains supplementary materials such as slides, solutions, software, data sets, case studies, and links to other resources.
The main goal of the ebook is to teach the readers how to apply DESS to solve real-world problems using a systematic approach that involves four steps: problem formulation, model development, model experimentation, and model interpretation. The ebook also aims to help the readers develop critical thinking skills and creativity in using simulation as a tool for decision making.
Main topics and chapters
The ebook covers the following main topics and chapters:
Introduction to simulation: This chapter introduces the basic concepts and terminology of simulation, such as system, model, event, state, entity, attribute, activity,
Simulation software: This chapter describes the features and functions of various simulation software packages, such as Arena, Simul8, ExtendSim, Simio, and AnyLogic. It also explains how to select and use the appropriate software for different types of simulation problems.
Statistical models in simulation: This chapter discusses the role and importance of statistical models in simulation, such as random variables, probability distributions, point and interval estimation, hypothesis testing, and goodness-of-fit tests. It also shows how to generate and analyze random variates and random vectors using simulation software.
Queueing models: This chapter introduces the basic concepts and terminology of queueing models, such as arrival process, service process, queue discipline, system capacity, and performance measures. It also presents some common queueing models and their analytical solutions, such as M/M/1, M/M/c, M/G/1, and M/D/1.
Random-number generation: This chapter explains the principles and methods of random-number generation, such as linear congruential generators, multiple recursive generators, and Tausworthe generators. It also discusses the issues and techniques of random-number testing, such as frequency test, runs test, autocorrelation test, and spectral test.
Random-variate generation: This chapter describes the techniques and algorithms of random-variate generation, such as inverse transform method, acceptance-rejection method, composition method, convolution method, and special methods for specific distributions. It also provides examples of implementing these methods using simulation software.
Input modeling: This chapter covers the steps and procedures of input modeling, such as data collection, data analysis, model selection, parameter estimation, and model validation. It also introduces some tools and methods for input modeling, such as histograms, scatter plots, correlation analysis,
Verification and validation of simulation models: This chapter explains the concepts and methods of verification and validation of simulation models, such as structural verification, operational verification, data validation, face validation, internal validation, and external validation. It also discusses the criteria and techniques for model credibility, such as sensitivity analysis, trace-driven simulation, animation, and expert judgment.
Output analysis for a single model: This chapter covers the topics and techniques of output analysis for a single model, such as output data types, transient and steady-state behavior, point and interval estimation, terminating and nonterminating simulations, replication/deletion approach, batch means method, and regenerative method.
Comparison and evaluation of alternative system designs: This chapter deals with the issues and methods of comparison and evaluation of alternative system designs, such as selection problem, ranking problem, multiple comparison procedures, indifference-zone approach, common random numbers, antithetic variates, and control variates.
Simulation of manufacturing and material-handling systems: This chapter focuses on the simulation of manufacturing and material-handling systems, such as production lines, assembly systems, flexible manufacturing systems, automated guided vehicles, conveyors, and robots. It also presents some case studies and examples of modeling and analyzing these systems using simulation software.
Simulation of computer systems: This chapter concentrates on the simulation of computer systems,
Simulation of computer systems: This chapter concentrates on the simulation of computer systems, such as processors, memory, disks, networks, and distributed systems. It also introduces some concepts and techniques for modeling and analyzing these systems using simulation software, such as workload characterization, benchmarking, performance evaluation, and reliability analysis.
How to download the ebook for free?
If you are interested in reading the ebook by Jerry Banks, you might be wondering how to download it for free. There are several ways to do that, but you should be aware of the legal and ethical issues involved.
Legal and ethical issues
The ebook by Jerry Banks is a copyrighted work that is protected by the law. The author and the publisher have the exclusive rights to distribute and sell the ebook. Therefore, downloading the ebook for free without their permission is illegal and unethical. It violates their intellectual property rights and deprives them of their deserved income and recognition.
Downloading the ebook for free also poses some risks and disadvantages for you as a reader. You might encounter some problems such as:
Low quality: The ebook you download might be incomplete, outdated, corrupted, or infected with malware. It might also have errors or inaccuracies that could affect your learning and understanding.
Lack of support: The ebook you download might not have any support or updates from the author or the publisher. You might not be able to access the supplementary materials or resources that come with the ebook. You might also miss out on some features or functions that are available in the official version of the ebook.
Legal consequences: The ebook you download might be traced or detected by the author or the publisher. You might face some legal consequences such as fines, lawsuits, or criminal charges for infringing their rights. You might also damage your reputation or credibility as a student or a professional.
Therefore, we strongly advise you to respect the rights of the author and the publisher and to obtain the ebook legally and ethically. You can do that by purchasing the ebook from a reputable online store or by borrowing it from a library or a friend.
Sources and methods
If you still want to download the ebook for free despite the legal and ethical issues, you can try some sources and methods that are available on the internet. However, we do not endorse or recommend any of them and we are not responsible for any consequences that may arise from using them. Use them at your own risk and discretion.
Some of the sources and methods that you can try are:
File-sharing websites: These are websites that allow users to upload and download files such as ebooks, music, movies, etc. Some examples are 4shared, Zippyshare, Mediafire, etc. To use these websites, you need to search for the ebook by its title or ISBN number and then download it from a link provided by another user. However, these websites are often unreliable,
File-sharing websites: These are websites that allow users to upload and download files such as ebooks, music, movies, etc. Some examples are 4shared, Zippyshare, Mediafire, etc. To use these websites, you need to search for the ebook by its title or ISBN number and then download it from a link provided by another user. However, these websites are often unreliable, unsecure, and illegal. You might not find the ebook you want or you might get a fake or infected file. You might also expose your computer or device to viruses, malware, or hackers. You might also violate the law and face legal actions from the author or the publisher.
Torrent websites: These are websites that use a peer-to-peer (P2P) network to share files such as ebooks, music, movies, etc. Some examples are The Pirate Bay, Kickass Torrents, 1337x, etc. To use these websites, you need to download and install a torrent client software such as BitTorrent, uTorrent, or Vuze. Then you need to search for the ebook by its title or ISBN number and then download it from a torrent file or a magnet link provided by another user. However, these websites are also unreliable, unsecure, and illegal. You might not find the ebook you want or you might get a fake or infected file. You might also expose your computer or device to viruses, malware, or hackers. You might also violate the law and face legal actions from the author or the publisher.
Ebook websites: These are websites that specialize in providing ebooks for free or for a low price. Some examples are PDF Drive, Free-Ebooks.net, ManyBooks.net, etc. To use these websites, you need to search for the ebook by its title or ISBN number and then download it from a link provided by the website. However, these websites are also unreliable,
Ebook websites: These are websites that specialize in providing ebooks for free or for a low price. Some examples are PDF Drive, Free-Ebooks.net, ManyBooks.net, etc. To use these websites, you need to search for the ebook by its title or ISBN number and then download it from a link provided by the website. However, these websites are also unreliable, unsecure, and illegal. You might not find the ebook you want or you might get a fake or infected file. You might also expose your computer or device to viruses, malware, or hackers. You might also violate the law and face legal actions from the author or the publisher.
Library websites: These are websites that belong to libraries that offer ebooks for free or for a membership fee. Some examples are Open Library, Project Gutenberg, Internet Archive, etc. To use these websites, you need to search for the ebook by its title or ISBN number and then download it from a link provided by the website. However, these websites are also unreliable, unsecure, and limited. You might not find the ebook you want or you might get an outdated or incomplete file. You might also expose your computer or device to viruses, malware, or hackers. You might also need to register or pay a fee to access some ebooks.
How to use the ebook effectively?
If you manage to download the ebook for free, you might want to know how to use it effectively. Here are some tips and tricks that can help you get the most out of the ebook:
Tips and tricks
Read the ebook carefully and thoroughly: The ebook is full of valuable information and insights that can help you learn and master DESS. Therefore, you should read the ebook carefully and thoroughly, paying attention to the definitions, examples, exercises, references, and further readings. You should also review the key terms and objectives at the beginning of each chapter and check your understanding at the end of each chapter.
Practice the ebook regularly and consistently: The ebook is designed to help you apply DESS to solve real-world problems using a systematic approach. Therefore, you should practice the ebook regularly and consistently, following the four steps of problem formulation, model development,
Practice the ebook regularly and consistently: The ebook is designed to help you apply DESS to solve real-world problems using a systematic approach. Therefore, you should practice the ebook regularly and consistently, following the four steps of problem formulation, model development, model experimentation, and model interpretation. You should also try to solve the exercises and case studies at the end of each chapter and compare your solutions with the ones provided on the website.
Use the ebook as a reference and a resource: The ebook is a comprehensive and authoritative guide to the theory and practice of DESS. Therefore, you should use the ebook as a reference and a resource whenever you need to refresh your knowledge or learn something new about DESS. You should also use the supplementary materials and resources that come with the ebook, such as slides, solutions, software, data sets, case studies, and links to other resources.
Share the ebook with others and learn from them: The ebook is a useful and interesting book that can benefit anyone who wants to learn about DESS. Therefore, you should share the ebook with others and learn from them. You can form a study group or a discussion forum with your classmates, colleagues, or friends who are also interested in DESS. You can exchange ideas, opinions, questions, answers, tips, tricks, and feedback with them. You can also seek help or advice from your instructors, mentors, or experts who are knowledgeable and experienced in DESS.
Conclusion
In conclusion, we have d