Description: Numerical Methods for Stochastic Computations by Dongbin Xiu Estimated delivery 3-12 business days Format Hardcover Condition Brand New Description Focusing on fundamental aspects of numerical methods for stochastic computations, this book describes the class of numerical methods based on generalized polynomial chaos (gPC). It illustrates through examples Basic gPC methods, and includes polynomial approximation theory and probability theory. Publisher Description The@ first graduate-level textbook to focus on fundamental aspects of numerical methods for stochastic computations, this book describes the class of numerical methods based on generalized polynomial chaos (gPC). These fast, efficient, and accurate methods are an extension of the classical spectral methods of high-dimensional random spaces. Designed to simulate complex systems subject to random inputs, these methods are widely used in many areas of computer science and engineering. The book introduces polynomial approximation theory and probability theory; describes the basic theory of gPC methods through numerical examples and rigorous development; details the procedure for converting stochastic equations into deterministic ones; using both the Galerkin and collocation approaches; and discusses the distinct differences and challenges arising from high-dimensional problems. The last section is devoted to the application of gPC methods to critical areas such as inverse problems and data assimilation.Ideal for use by graduate students and researchers both in the classroom and for self-study, Numerical Methods for Stochastic Computations provides the required tools for in-depth research related to stochastic computations. * The first graduate-level textbook to focus on the fundamentals of numerical methods for stochastic computations * Ideal introduction for graduate courses or self-study * Fast, efficient, and accurate numerical methods * Polynomial approximation theory and probability theory included * Basic gPC methods illustrated through examples Author Biography Dongbin Xiu is associate professor of mathematics at Purdue University. Details ISBN 0691142122 ISBN-13 9780691142128 Title Numerical Methods for Stochastic Computations Author Dongbin Xiu Format Hardcover Year 2010 Pages 144 Publisher Princeton University Press GE_Item_ID:161691934; About Us Grand Eagle Retail is the ideal place for all your shopping needs! With fast shipping, low prices, friendly service and over 1,000,000 in stock items - you're bound to find what you want, at a price you'll love! Shipping & Delivery Times Shipping is FREE to any address in USA. Please view eBay estimated delivery times at the top of the listing. Deliveries are made by either USPS or Courier. We are unable to deliver faster than stated. International deliveries will take 1-6 weeks. NOTE: We are unable to offer combined shipping for multiple items purchased. This is because our items are shipped from different locations. Returns If you wish to return an item, please consult our Returns Policy as below: Please contact Customer Services and request "Return Authorisation" before you send your item back to us. Unauthorised returns will not be accepted. Returns must be postmarked within 4 business days of authorisation and must be in resellable condition. Returns are shipped at the customer's risk. We cannot take responsibility for items which are lost or damaged in transit. For purchases where a shipping charge was paid, there will be no refund of the original shipping charge. Additional Questions If you have any questions please feel free to Contact Us. Categories Baby Books Electronics Fashion Games Health & Beauty Home, Garden & Pets Movies Music Sports & Outdoors Toys
Price: 79.61 USD
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ISBN-13: 9780691142128
Book Title: Numerical Methods for Stochastic Computations
Number of Pages: 144 Pages
Publication Name: Numerical Methods for Stochastic Computations : a Spectral Method Approach
Language: English
Publisher: Princeton University Press
Item Height: 0.7 in
Subject: Differential Equations / General, Data Modeling & Design, Functional Analysis, Probability & Statistics / Stochastic Processes, Probability & Statistics / General, Computer Science, Applied
Publication Year: 2010
Type: Textbook
Item Weight: 12 Oz
Author: Dongbin Xiu
Subject Area: Mathematics, Computers
Item Length: 9.5 in
Item Width: 6.4 in
Format: Hardcover