The Algorithm Design Manual, 3/e (德國原版)
暫譯: 演算法設計手冊 (第三版)
Skiena, Steven S.
- 出版商: Springer
- 出版日期: 2021-10-07
- 定價: $2,700
- 售價: 9.5 折 $2,565
- 語言: 英文
- 頁數: 810
- 裝訂: Quality Paper - also called trade paper
- ISBN: 3030542580
- ISBN-13: 9783030542580
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相關分類:
Algorithms-data-structures
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其他版本:
The Algorithm Design Manual, 3/e (Hardcover)
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商品描述
Most professional programmers that I've encountered are not well prepared to tacklealgorithmdesignproblems.Thisisapity, becausethetechniquesofalgorithm design form one of the core practical technologies of computer science. Designing correct, e?cient, and implementable algorithms for real-world problems requires access to two distinct bodies of knowledge: - Techniques - Good algorithm designers understand several fundamental - gorithm design techniques, including data structures, dynamic programming, depth-?rst search, backtracking, and heuristics. Perhaps the single most - portantdesigntechniqueismodeling, theartofabstractingamessyreal-world application into a clean problem suitable for algorithmic attack. - Resources - Good algorithm designers stand on the shoulders of giants. Ratherthanlaboringfromscratchtoproduceanewalgorithmforeverytask, they can ?gure out what is known about a particular problem. Rather than re-implementing popular algorithms from scratch, they seek existing imp- mentations to serve as a starting point. They are familiar with many classic algorithmic problems, which provide su?cient source material to model most any application. This book is intended as a manual on algorithm design, providing access to combinatorial algorithm technology for both students and computer professionals.
商品描述(中文翻譯)
大多數我遇到的專業程式設計師對於解決演算法設計問題的準備並不充分。這實在令人遺憾,因為演算法設計的技術構成了計算機科學的核心實用技術之一。為現實世界問題設計正確、高效且可實現的演算法需要接觸到兩個不同的知識體系:
- 技術 - 優秀的演算法設計師了解幾種基本的演算法設計技術,包括資料結構、動態規劃、深度優先搜尋、回溯法和啟發式方法。也許最重要的設計技術是建模,這是一種將混亂的現實世界應用抽象為適合演算法攻擊的清晰問題的藝術。
- 資源 - 優秀的演算法設計師站在巨人的肩膀上。他們不必從零開始為每個任務產生新的演算法,而是能夠了解特定問題的已知資訊。他們不會從頭實現流行的演算法,而是尋找現有的實現作為起點。他們熟悉許多經典的演算法問題,這些問題提供了足夠的素材來建模幾乎任何應用。本書旨在作為演算法設計的手冊,為學生和計算機專業人士提供組合演算法技術的接觸。