书目名称 | Probabilistic Analysis of Algorithms |
副标题 | On Computing Methodo |
编辑 | Micha Hofri |
视频video | |
丛书名称 | Monographs in Computer Science |
图书封面 |  |
描述 | .Probabilistic Analysis of Algorithms. begins with a presentation of the "tools of the trade" currently used in probabilistic analyses, and continues with an applications section in which these tools are used in the analysis ofr selected algorithms. The tools section of the book provides the reader with an arsenal of analytic and numeric computing methods which are then applied to several groups of algorithms to analyze their running time or storage requirements characteristics. Topics covered in the applications section include sorting, communications network protocols and bin packing. While the discussion of the various algorithms is sufficient to motivate their structure, the emphasis throughout is on the probabilistic estimation of their operation under distributional assumptions on their input. .Probabilistic Analysis of . .Algorithms. assumes a working knowledge of engineering mathematics, drawing on real and complex analysis, combinatorics and probability theory. While the book is intended primarily as a text for the upper undergraduate and graduate student levels, it contains a wealth of material and should also prove an important reference for researchers. As such it is ad |
出版日期 | Book 1987 |
关键词 | Notation; Permutation; Resolution; algorithms; calculus; combinatorics; communication; efficiency; heuristic |
版次 | 1 |
doi | https://doi.org/10.1007/978-1-4612-4800-2 |
isbn_softcover | 978-1-4612-9160-2 |
isbn_ebook | 978-1-4612-4800-2Series ISSN 0172-603X Series E-ISSN 2512-5486 |
issn_series | 0172-603X |
copyright | Springer-Verlag New York Inc. 1987 |