作者:TimRoughgarden
出版社:SoundlikeyourselfPublishing
副标题:Part1:TheBasics
出版年:2017-9-27
页数:218
定价:USD17.99
装帧:Paperback
丛书:AlgorithmsIlluminated
ISBN:9780999282908
内容简介
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Algorithms are the heart and soul of computer science. Their applications range from network routing and computational genomics to public-key cryptography and machine learning. Studying algorithms can make you a better programmer, a clearer thinker, and a master of technical interviews. Algorithms Illuminated is an accessible introduction to the subject for anyone with at least a little programming experience. The exposition emphasizes the big picture and conceptual understanding over low-level implementation and mathematical details—like a transcript of what an expert algorithms tutor would say over a series of one-on-one lessons. Part 1 covers asymptotic analysis and big-O notation, divide-and-conquer algorithms and the master method, randomized algorithms, and several famous algorithms for sorting and selection.
作者简介
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Tim Roughgarden is a Professor of Computer Science and (by courtesy) Management Science and Engineering at Stanford University, where he has taught and researched algorithms since 2004. This book is the first of a four-part series based on his online algorithms courses that have been running regularly since 2012.
评论 ······
相比起 Sedgewick 的 Algorithms,更注重大局观和数学证明。但因为不讲实现细节,所以读者可能容易落入眼高手低的陷阱。
非常细致的书,算法证明和灵感来源都有
Prof. Tim Roughgarden的力作。归纳整理的很好很好
Tim老师跟着自己在coursera上algorithms的specialization写的书。没有CLRS覆盖的内容多,但是我觉得讲解的更清晰更细致,尤其是里面涉及了很多code时候需要注意的细节。不过这个感受也可能存在bias,因为这是第二遍深入复习和dive的时候的感受。
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