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Explorations in Monte Carlo Methods (Undergraduate Texts in Mathematics)
Explorations in Monte Carlo Methods (Undergraduate Texts in Mathematics) Summary:By Ronald W. Shonkwiler, Franklin Mendivil
Monte Carlo methods are among the most used and useful computational tools available today, providing efficient and practical algorithims to solve a wide range of scientific and engineering problems. Applications covered in this book include optimization, finance, statistical mechanics, birth and death processes, and gambling systems. Explorations in Monte Carlo Methods provides a hands-on approach to learning this subject. Each new idea is carefully motivated by a realistic problem, thus leading from questions to theory via examples and numerical simulations. Programming exercises are integrated throughout the text as the primary vehicle for learning the material. Each chapter ends with a large collection of problems illustrating and directing the material. This book is suitable as a textbook for students of engineering and the sciences, as well as mathematics. The problem-oriented approach makes it ideal for an applied course in basic probability and for a more specialized course in Monte Carlo methods. Topics include probability distributions, counting combinatorial objects, simulated annealing, genetic algorithms, option pricing, gamblers ruin, statistical mechanics, sampling, and random number generation. password: gigaxkwb Please select one mirror to download
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OLDER EBOOKSSponsored LinksExplorations in Monte Carlo Methods (Undergraduate Texts in Mathematics) Keywordsmethods carlo monte statistical probability mechanics explorations engineering learning approach problems mathematics generation suitable textbook students problem oriented sciences directing illustrating monte carlo carlo methods optimization finance finance statistical applications covered statistical mechanics gambling systems carefully motivated hands on approach systems explorationsExplorations in Monte Carlo Methods (Undergraduate Texts in Mathematics) download copyrightThis site does not store Explorations in Monte Carlo Methods (Undergraduate Texts in Mathematics) on its server. We only index and link to Explorations in Monte Carlo Methods (Undergraduate Texts in Mathematics) provided by other sites. Please contact the content providers to delete Explorations in Monte Carlo Methods (Undergraduate Texts in Mathematics) if any and email us, we'll remove relevant links or contents immediately. |
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