A First Course in Stochastic Models

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A First Course in Stochastic Models
Henk C. Tijms, «A First Course in Stochastic Models»
John Wiley & Sons | ISBN: 0471498807 | 2003 | PDF | 488 pages | 2.45 MB
The teaching of appliedprobability needs a fresh approach. The fieldof applied probability has changedprofound ly in the past twenty years andyet the textbooks in use today do not fully reflect the changes. The development of computational methods has greatly contributed to a better understanding of the theory. It is my conviction that theory is better understood when the algorithms that solve the problems the theory addresses are presented at the same time. This textbook tries to recognize what the computer can do without letting the theory be dominated by the computational tools. In some ways, the book is a successor of my earlier book Stochastic Modeling and Analysis. However, the set-up of the present text is completely different. The theory has a more central place and provides a framework in which the applications fit. Without a solidbasis in theory, no applications can be solved. The book is intended as a first introduction to stochastic models for senior undergraduate students in computer science, engineering, statistics and operations research, among others. Readers of this book are assumed to be familiar with the elementary theory of probability.

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