Fundamentals of Stochastic Models is popular PDF and ePub book, written by Zhe George Zhang in 2023-05-18, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Fundamentals of Stochastic Models can be Read Online from any device for your convenience.
Fundamentals of Stochastic Models Book PDF Summary
Stochastic modeling is a set of quantitative techniques for analyzing practical systems with random factors. This area is highly technical and mainly developed by mathematicians. Most existing books are for those with extensive mathematical training; this book minimizes that need and makes the topics easily understandable. Fundamentals of Stochastic Models offers many practical examples and applications and bridges the gap between elementary stochastics process theory and advanced process theory. It addresses both performance evaluation and optimization of stochastic systems and covers different modern analysis techniques such as matrix analytical methods and diffusion and fluid limit methods. It goes on to explore the linkage between stochastic models, machine learning, and artificial intelligence, and discusses how to make use of intuitive approaches instead of traditional theoretical approaches. The goal is to minimize the mathematical background of readers that is required to understand the topics covered in this book. Thus, the book is appropriate for professionals and students in industrial engineering, business and economics, computer science, and applied mathematics.
Detail Book of Fundamentals of Stochastic Models PDF
- Author : Zhe George Zhang
- Release : 18 May 2023
- Publisher : CRC Press
- ISBN : 9781000865967
- Genre : Technology & Engineering
- Total Page : 815 pages
- Language : English
- PDF File Size : 10,9 Mb
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