Probability Models for Computer Science

Probability Models for Computer Science pdf epub mobi txt 电子书 下载 2025

出版者:Academic Press
作者:Sheldon M. Ross
出品人:
页数:304
译者:
出版时间:2001-6-25
价格:USD 106.00
装帧:Hardcover
isbn号码:9780125980517
丛书系列:
图书标签:
  • Statistics 
  • Probability 
  •  
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The role of probability in computer science has been growing for years and, in lieu of a tailored textbook, many courses have employed a variety of similar, but not entirely applicable, alternatives. To meet the needs of the computer science graduate student (and the advanced undergraduate), best-selling author Sheldon Ross has developed the premier probability text for aspiring computer scientists involved in computer simulation and modeling. The math is precise and easily understood. As with his other texts, Sheldon Ross presents very clear explanations of concepts and covers those probability models that are most in demand by, and applicable to, computer science and related majors and practitioners. Many interesting examples and exercises have been chosen to illuminate the techniques presented: examples relating to bin packing, sorting algorithms, the find algorithm, random graphs, self-organising list problems, the maximum weighted independent set problem, hashing, probabilistic verification, max SAT problem, queuing networks, distributed workload models, and many others. Many interesting examples and exercises have been chosen to illuminate the techniques presented.

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