Algorithms Illuminated (Part 2)

书名:Algorithms Illuminated (Part 2)GraphAlgorithmsandDataStructures(Volume2)
作者:TimRoughgarden
译者:
ISBN:9780999282922
出版社:SoundlikeyourselfPublishing,LLC
出版时间:2018-8-5
格式:epub/mobi/azw3/pdf
页数:221
豆瓣评分:

书籍简介:

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. The book includes solutions to all quizzes and selected problems, and a series of YouTube videos by the author accompanies the book. Part 2 of this book series covers graph search and its applications, shortest-path algorithms, and the applications and implementation of several data structures: heaps, search trees, hash tables, and bloom filters.

作者简介:

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 second of a four-part series based on his online algorithms courses that have been running regularly since 2012.

书友短评:

@ myym🐟 算法设计范例:divide and conquer、randomized algorithm、greedy algorithm、dynamic programming. @ MmMmMmM 我觉得写得很一般,特别是heap和dijkstra那部分,逻辑混乱,乱七八糟,给3星吧。 @ 空心城 写的真的是很详细了,很多我自己好不容易思考明白的问题这里都很清晰简洁的写出来了…比如之前一直不明白为什么kosaraju第二遍的dfs为什么不能在原图上用逆序的原因——》因为topo order在DAG和directed cyclic graph有不一样的property…良心之作 @ myym🐟 算法设计范例:divide and conquer、randomized algorithm、greedy algorithm、dynamic programming. @ MmMmMmM 我觉得写得很一般,特别是heap和dijkstra那部分,逻辑混乱,乱七八糟,给3星吧。 @ 空心城 写的真的是很详细了,很多我自己好不容易思考明白的问题这里都很清晰简洁的写出来了…比如之前一直不明白为什么kosaraju第二遍的dfs为什么不能在原图上用逆序的原因——》因为topo order在DAG和directed cyclic graph有不一样的property…良心之作

书籍目录

  Algorithms Illuminated(共4册),这套丛书还有《Algorithms Illuminated》《Algorithms Illuminated (Part 3)》《Algorithms Illuminated (Part 4): Algorithms for NP-Hard Problems》。

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