Monte Carlo Methods: in Boundary Value Problems

Monte Carlo Methods: in Boundary Value Problems

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2011 · الإنجليزية · غلاف ورقي
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الوصف

Karl K. Sabelfeld's exploration into Monte Carlo methods offers a comprehensive analysis of random walk techniques, specifically targeting the intricate challenges presented by multidimensional boundary value problems. The author adeptly breaks down complex mathematical concepts, making them accessible to both seasoned researchers and newcomers in the field. With a focus on the practical applications of these stochastic methods, readers learn how to implement Monte Carlo simulations effectively, addressing real-world problems in various scientific domains.

Throughout the text, Sabelfeld emphasizes the principles underlying random walks while providing detailed examples and case studies that highlight their efficacy. The clarity of his explanations furthers an understanding of the theoretical underpinnings of these methods, ensuring that readers can grasp both the "how" and the "why" of the techniques discussed. This work serves as a valuable resource for those seeking to enhance their knowledge of scientific computation and the dynamic interplay between randomness and mathematical modeling.

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تنسيق غلاف ورقي
صفحات 295 صفحات
لغة الإنجليزية
منشور ديسمبر 13, 2011
الناشر Springer
الطبعة Softcover reprint of the original 1st ed. 1991
رقم ISBN-10 3642759793
رقم ISBN-13 9783642759796
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