Design and analysis of algorithms[electronic resource] :a contemporary perspective
- 作者: Sen, Sandeep.
- 其他作者: Kumar, Amit.
- 出版: Cambridge : Cambridge University Press 2019.
- 稽核項: xxvi, 367 p. :ill., digital ;24 cm.
- 標題: Algorithms.
- ISBN: 1108721990 , 9781108721998
- 試查全文@TNUA:
- 附註: Title from publisher's bibliographic system (viewed on 02 May 2019).
- 摘要: The text covers important algorithm design techniques, such as greedy algorithms, dynamic programming, and divide-and-conquer, and gives applications to contemporary problems. Techniques including Fast Fourier transform, KMP algorithm for string matching, CYK algorithm for context free parsing and gradient descent for convex function minimization are discussed in detail. The book's emphasis is on computational models and their effect on algorithm design. It gives insights into algorithm design techniques in parallel, streaming and memory hierarchy computational models. The book also emphasizes the role of randomization in algorithm design, and gives numerous applications ranging from data-structures such as skip-lists to dimensionality reduction methods.
- 電子資源: https://dbs.tnua.edu.tw/login?url=https://doi.org/10.1017/9781108654937
- 系統號: 005325568
- 資料類型: 電子書
- 讀者標籤: 需登入
- 引用網址: 複製連結
The text covers important algorithm design techniques, such as greedy algorithms, dynamic programming, and divide-and-conquer, and gives applications to contemporary problems. Techniques including Fast Fourier transform, KMP algorithm for string matching, CYK algorithm for context free parsing and gradient descent for convex function minimization are discussed in detail. The book's emphasis is on computational models and their effect on algorithm design. It gives insights into algorithm design techniques in parallel, streaming and memory hierarchy computational models. The book also emphasizes the role of randomization in algorithm design, and gives numerous applications ranging from data-structures such as skip-lists to dimensionality reduction methods.
來源: Google Book
來源: Google Book
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