Páginas:222Géneros:12:UM:Computerprogramming/softwaredevelopment12:UY:Computerscience12:UMB:Algorithms&datastructuresSinopsis:Algorithmsaretheheartandsoulofcomputerscience.Theirapplicationsrangefromnetworkroutingandcomputationalgenomicstopublic-keycryptographyandmachinelearning.Studyingalgorithmscanmakeyouabetterprogrammer,aclearerthinker,andamasteroftechnicalinterviews.AlgorithmsIlluminatedisanaccessibleintroductiontothesubjectforanyonewithatleastalittleprogrammingexperience.Theexpositionemphasizesthebigpictureandconceptualunderstandingoverlow-levelimplementationandmathematicaldetails---likeatranscriptofwhatanexpertalgorithmstutorwouldsayoveraseriesofone-on-onelessons.Part2coversgraphsearchandapplications,shortestpaths,andtheusageandimplementationofseveraldatastructures(heaps,searchtrees,hashtables,andbloomfilters)._,
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Accessible, no-nonsense, and programming language-agnostic introduction to algorithms. Includes solutions to all quizzes and selected problems, and a series of YouTube videos by the author accompanies the book. Part 2 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. (Part 1 is not a prerequisite.)
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.
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