书目名称 | Computational Probability |
副标题 | Algorithms and Appli |
编辑 | John H. Drew,Diane L. Evans,Lawrence M. Leemis |
视频video | http://file.papertrans.cn/233/232909/232909.mp4 |
概述 | New edition includes the latest advancements and developments in computational probability involving the APPL language.Focuses on two types of problems: algorithms for continuous random variables and |
丛书名称 | International Series in Operations Research & Management Science |
图书封面 |  |
描述 | This new edition includes the latest advances and developments in computational probability involving A Probability Programming Language (APPL). The book examines and presents, in a systematic manner, computational probability methods that encompass data structures and algorithms. The developed techniques address problems that require exact probability calculations, many of which have been considered intractable in the past. The book addresses the plight of the probabilist by providing algorithms to perform calculations associated with random variables. .Computational Probability: Algorithms and Applications in the Mathematical Sciences, 2nd Edition. begins with an introductory chapter that contains short examples involving the elementary use of APPL. Chapter 2 reviews the Maple data structures and functions necessary to implement APPL. This is followed by a discussion of the development of the data structures and algorithms (Chapters 3–6 for continuous random variables and Chapters 7–9 for discrete random variables) used in APPL. The book concludes with Chapters 10–15 introducing a sampling of various applications in the mathematical sciences. This book should appeal to researche |
出版日期 | Book 2017Latest edition |
关键词 | APPL; Computational Probability; Continuous Random Variables; Discrete Random Variables; Maple; Multicrit |
版次 | 2 |
doi | https://doi.org/10.1007/978-3-319-43323-3 |
isbn_softcover | 978-3-319-82790-2 |
isbn_ebook | 978-3-319-43323-3Series ISSN 0884-8289 Series E-ISSN 2214-7934 |
issn_series | 0884-8289 |
copyright | Springer International Publishing AG 2017 |