Analysis and Design of Algorithms
暫譯: 演算法的分析與設計

Singhal, Shefali

  • 出版商: BPB Publications
  • 出版日期: 2018-02-17
  • 售價: $1,350
  • 貴賓價: 9.5$1,282
  • 語言: 英文
  • 頁數: 284
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 9386551896
  • ISBN-13: 9789386551894
  • 相關分類: Algorithms-data-structures
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

The book has been written in such a way that the concepts and working of algorithms are explained in detail, with adequate examples. To make clarity on the topic, diagrams, calculation of complexity, algorithms are given extensively throughout. Many examples are provided which are helpful in understanding the algorithms by various strategies. This content is user-focused and has been highly updated including algorithms and their real-world examples. Key features This book is especially designed for beginners, and explains all aspects of algorithm and its analysis in a simple and systematic manner. Algorithms and their working are explained in detail with the help of several illustrative examples. Important features like greedy algorithm, dynamic algorithm, string matching algorithm, branch and bound algorithm, NP hard and NP complete problems are suitably highlighted. Solved and frequently asked questions in the various competitive examinations, sample papers of the past examinations are provided which will serve as a useful reference source. The book would serve as an extremely useful text for BCA, MCA, M. Sc. (Computer Science), PGDCA, BE (Information Technology) and B. Tech. and M. Tech. students. Contents Algorithm & Algorithmic Strategy Complexity of Algorithms Divide-and-Conquer Algorithms Greedy Algorithm Dynamic Programming Graph Theory Backtracking Algorithms Branch and Bound Algorithms String-Matching Algorithms P and NP Problems

商品描述(中文翻譯)

本書以詳細解釋演算法的概念和運作方式的方式撰寫,並提供了足夠的範例。為了使主題更清晰,書中廣泛使用了圖表、複雜度計算和演算法的說明。提供了許多範例,這些範例有助於通過各種策略理解演算法。本內容以使用者為中心,並且已高度更新,包括演算法及其實際應用範例。

主要特點
本書特別為初學者設計,以簡單且系統化的方式解釋演算法及其分析的各個方面。演算法及其運作方式透過多個示例詳細說明。重要特徵如貪婪演算法、動態演算法、字串匹配演算法、分支限界演算法、NP 困難問題和 NP 完全問題均適當地突出顯示。提供了各種競爭性考試中解答過的問題和常見問題,以及過去考試的樣本試題,這將作為有用的參考資料。

本書將成為 BCA、MCA、M. Sc.(計算機科學)、PGDCA、BE(資訊科技)以及 B. Tech. 和 M. Tech. 學生的極有用的教材。

內容
演算法與演算法策略
演算法的複雜度
分治演算法
貪婪演算法
動態規劃
圖論
回溯演算法
分支限界演算法
字串匹配演算法
P 和 NP 問題