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
Автор: Yahya Esmail Osais
Издательство: Chapman and Hall/CRC
Серия: Chapman & Hall/CRC Computer and Information Science Series
ISBN: 1498726828
Год: 2017
Страниц: 313
Язык: английский
Формат: pdf
Размер: 16.1 MB
Computer simulation is an effective and popular universal tool that can be applied to almost all disciplines. Requiring only basic knowledge of programming, mathematics, and probability theory, Computer Simulation: A Foundational Approach Using Python takes a hands-on approach to programming to introduce the fundamentals of computer simulation.
Typically, simulation involves two key steps: modeling and implementation. In this book, these processes are divided to minimize confusion and help introductory students grasp the transition to stochastic simulation. Modeling is covered in the first half of each chapter and is presented with event graphs and design of experiments. Then, as a tool of choice for scientists and engineers, Python programs are used throughout the book to help students implement their knowledge.