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⇱ Algorithms (4th Edition): Sedgewick, Robert, Wayne, Kevin: 9780321573513: Amazon.com: Books


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Algorithms (4th Edition)


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This fourth edition of Robert Sedgewick and Kevin Wayne’s Algorithms is the leading textbook on algorithms today and is widely used in colleges and universities worldwide. This book surveys the most important computer algorithms currently in use and provides a full treatment of data structures and algorithms for sorting, searching, graph processing, and string processing--including fifty algorithms every programmer should know. In this edition, new Java implementations are written in an accessible modular programming style, where all of the code is exposed to the reader and ready to use.

The algorithms in this book represent a body of knowledge developed over the last 50 years that has become indispensable, not just for professional programmers and computer science students but for any student with interests in science, mathematics, and engineering, not to mention students who use computation in the liberal arts.

The companion web site, algs4.cs.princeton.edu, contains

  • An online synopsis
  • Full Java implementations
  • Test data
  • Exercises and answers
  • Dynamic visualizations
  • Lecture slides
  • Programming assignments with checklists
  • Links to related material

The MOOC related to this book is accessible via the "Online Course" link at algs4.cs.princeton.edu. The course offers more than 100 video lecture segments that are integrated with the text, extensive online assessments, and the large-scale discussion forums that have proven so valuable. Offered each fall and spring, this course regularly attracts tens of thousands of registrants.

Robert Sedgewick and Kevin Wayne are developing a modern approach to disseminating knowledge that fully embraces technology, enabling people all around the world to discover new ways of learning and teaching. By integrating their textbook, online content, and MOOC, all at the state of the art, they have built a unique resource that greatly expands the breadth and depth of the educational experience.

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From the Publisher

Distinctive Features

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Algorithms

Descriptions of algorithms are based on complete implementations and on a discussion of the operations of these programs on a consistent set of examples. Instead of presenting pseudo-code, Sedgewick and Wayne work with real code, so that the programs can quickly be put to practical use. Programs are written in Java, but in a style such that most of the code can be reused to develop implementations in other modern programming languages.

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Data types

Sedgewick and Wayne use a modern programming style based on data abstraction, so that algorithms and their data structures are encapsulated together.

πŸ‘ Digital technology background

Applications

Each chapter has a detailed description of applications where the algorithms described play a critical role. These range from applications in physics and molecular biology, to engineering computers and systems, to familiar tasks such as data compression and searching on the web.

πŸ‘ Brain in skill xray

A scientific approach

The emphasizes developing mathematical models for describing the performance of algorithms, using the models to develop hypotheses about performance, and then testing the hypotheses by running the algorithms in realistic contexts.

Breadth of coverage

Segewick and Wayne’s primary goal is to introduce the most important algorithms in use today to as wide an audience as possible. These algorithms are generally ingenious creations that, remarkably, can each be expressed in just a dozen or two lines of code. As a group, they represent problem-solving power of amazing scope. They have enabled the construction of computational artifacts, the solution of scientific problems, and the development of commercial applications that would not have been feasible without them.

They cover basic abstract data types, sorting algorithms, searching algorithms, graph processing, and string processing. They keep the material in algorithmic context, describing data structures, algorithm design paradigms, reduction, and problem-solving models. They cover classic methods that have been taught since the 1960s and new methods that have been invented in recent years.

Editorial Reviews

About the Author

Robert Sedgewick has been a Professor of Computer Science at Princeton University since 1985, where he was the founding Chairman of the Department of Computer Science. He has held visiting research positions at Xerox PARC, Institute for Defense Analyses, and INRIA, and is member of the board of directors of Adobe Systems. Professor Sedgewick’s research interests include analytic combinatorics, design and analysis of data structures and algorithms, and program visualization. His landmark book, Algorithms, now in its fourth edition, has appeared in numerous versions and languages over the past thirty years. In addition, with Kevin Wayne, he is the coauthor of the highly acclaimed textbook, Introduction to Programming in Java: An Interdisciplinary Approach (Addison-Wesley, 2008).

Kevin Wayne is the Phillip Y. Goldman Senior Lecturer in Computer Science at Princeton University, where he has been teaching since 1998. He received a Ph.D. in operations research and industrial engineering from Cornell University. His research interests include the design, analysis, and implementation of algorithms, especially for graphs and discrete optimization. With Robert Sedgewick, he is the coauthor of the highly acclaimed textbook, Introduction to Programming in Java: An Interdisciplinary Approach (Addison-Wesley, 2008).


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Customer reviews

4.6 out of 5 stars
871 global ratings
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Customers say

Customers find this textbook excellent for learning algorithms, with clear explanations and comprehensive coverage of data structures and fundamentals. The book is well-written, with spot-on code examples, and customers appreciate its straightforward approach to complex subjects. They find it useful for their work, and one customer notes it contains all necessary algorithms and data structures for job interviews.
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149 customers mention content, 131 positive, 18 negative
Customers find this book to be a great textbook that serves as an excellent resource for computer science, with one customer noting it provides a good mix of theory and practice.
Great book. I have not read the full book as yet, but it is my intention. I am using the techniques learnt to build some amazing software.Read more
...Overall this is a good book for people who needs supplementary materials and real codes for algorithms, but I won't recommend it to self-learning...Read more
This is an excellent book. It has depth, but at the same time algorithms are described in a very accessible manner....Read more
...It is a very good book and I think it's the best in this price range.Read more
73 customers mention comprehensive, 66 positive, 7 negative
Customers find the textbook comprehensive, with clear explanations of fundamental data structures and algorithms, and one customer notes it covers all necessary topics for job interviews.
This is the best algorithms book I've found....Read more
Excellent book on essential algorithms and data structures. Explanations are clear and interesting exercises are provided at the end of each section.Read more
Best algorithm book ever used, esp in Java. The logic is clear and the examples are in details. Work closely to Java in practiceRead more
this book covers all algorithms themes I need. It is pleasure to read this book and improve algorithms knowledge. Nice choice!Read more
30 customers mention readability, 25 positive, 5 negative
Customers find the book easy to understand and read, with clear explanations throughout.
Easy to understand. I have no prior knowledge about Java, but I started to write Java after reading this book for one day....Read more
I found this book to be far more readable than the much over-hyped CLRS. The lectures and website for this book are also freely available online.Read more
Excellent book on essential algorithms and data structures. Explanations are clear and interesting exercises are provided at the end of each section.Read more
...It not only describes the algorithms in a very clear, very understandable way; it also presents them in context and with code in a subset of Java...Read more
23 customers mention writing style, 20 positive, 3 negative
Customers appreciate the writing style of the book, finding it well-structured and clear, with examples presented in a concise manner.
...It's rare to see a book this well written for the purpose of learning as well as reference....Read more
Really enjoy reading it! very well written!Read more
This book is a very clearly written, and cogent treatment of basic algorithms....Read more
I am a little surprised by all of the great reviews given the quality of the writing....Read more
22 customers mention code, 18 positive, 4 negative
Customers appreciate the code examples in the book, noting that they are spot on and correct, with one customer mentioning that the code and libraries are available online.
It has an excellent helper website that allows you to download most of the example code from the book and a few java helper classes to make reading...Read more
...applications of all algorithms, and last but not least, it includes actual Java code that implements all the algorithms & data structures, for some...Read more
...are in Java, it has a great website and code and data are in perfect sync with examples, plumbing code is in a library jar file, explanations are...Read more
...Concepts are explained, and the code examples are spot on. The book presents a library of routines that are built on in successive chapters....Read more
17 customers mention simplicity, 13 positive, 4 negative
Customers appreciate how the book explains complex subjects in a straightforward manner, with one customer noting that it progresses from simple to advanced concepts.
...The layout of the book also makes it easy to follow.Read more
Short and simple this book WALKS you through what data structures are, their purpose and use....Read more
...If genius is like it is said, the ability to make a complex subject simple to understand then Robert Sedgewick is truly a genius....Read more
...for many chapters, but some of them went way beyond my course and got too complex.Read more
16 customers mention usefulness, 16 positive, 0 negative
Customers find the book very useful for their work, with one customer noting it provides real-world applications and another mentioning it's a must-have for software developers' bookshelves.
...This book is extremely useful and goes along with an online course taught by the authors. Would recommend if you’re getting into algorithms.Read more
This book is the best one I found on Algorithms and Data structures, very useful and really fantastic! Everyone should buy it!Read more
...2. Right combination of Mathematical treatment and practical applications. 3. Good treatment of Strings, graphs and search. 4....Read more
Great book, very practical.Read more
13 customers mention organization, 11 positive, 2 negative
Customers find the book well-organized, covering important algorithms and data structures, with one customer noting its structured chapter format.
Excellent book on essential algorithms and data structures. Explanations are clear and interesting exercises are provided at the end of each section.Read more
Excellent book. Approachable, well-organized and also supported by a top notch website and course on Coursera....Read more
...The writing and organization are extremely clear and well organized, and the code examples are impeccable, regardless of your language of choice....Read more
...touched comprehensively in this book as well: heaps, priority queues, sorting - quick sort, merge sort, stacks, queues, binary trees, tries and so...Read more

Amazon Customer
4 out of 5 stars
Great content. Printing could be better
I started reading "Algorithms" after Sedgewick and Wayne' s "Computer Science: An Interdisciplinary Approach," which I think is a great place to start for those who are new to (object-oriented) programming. This book, Algorithms, (and the Coursera course or the COS 226 at Princeton) builds your knowledge further by fleshing out the theory behind the data structures. I only made it through the first 3 chapters so far, but I think I became better at writing cleaner, concise, and correct code by reading this book and doing some coding assignments (of the Coursera course, which is based on this book and/or the course COS 226 at Princeton which uses this book). I like this book and the exercises because they provide a good mix of theory and practice. I feel like this book is great preparation for interviews, as well as for further study from books which use pseudo-code. The content itself is great, but I am deducting a point because of the print quality of the textbook. For some reason, a lot of the pages in my copy look grayer than they should. I'm not sure if it's a book formatting issue where the font color was set to gray accidentally or if it is a publisher issue, but for some pages the black text just doesn't appear as crisp and dark. I attached some pictures but my phone seems to color correct things and the difference in the photos doesn't seem big. In person, the variation in the black text throughout the book is definitely noticeable, though.
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Top reviews from the United States

  • Mitch Oldroyd
    5 out of 5 stars
    A good buy for ANYONE
    Reviewed in the United States on June 25, 2013
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    The authors provide an clear and concise set of criterion for the use of algorithms in general, and then go about developing the basic set to use in daily development of your own. I got this book as a reference to assist newcomers and interns in their progress, but find myself referring to its contents frequently to remind myself of some foundational elements that have floated merrily away over the years.

    I would heartily recommend this book to everyone. For the student to learn the basic set of algorithms, for the entry and mid level software engineers (or programmers) to inspire new ideas from a solid foundation, and for us veterans as a reminder to a solid way for development of our own algorithms.

    It is well written, and easy to understand (even for the interns I've had read through it). The examples are developed around Java, and so the book starts with a section on Java and basic programming techniques. It contains a large set of the basic algorithms that are frequently necessary on a day to day basis, but also shows HOW and WHY they were developed. It also provides a section on several advanced topics, again with an eye to the HOWs and WHYs. All along the way, there are references to "Good" development foundations, and reminders the development philosophies.

    9 people found this helpful
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  • Aldric Borders
    5 out of 5 stars
    Great Book. Must-read for anyone learning data structures and algorithms
    Reviewed in the United States on September 9, 2015
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    Short and simple this book WALKS you through what data structures are, their purpose and use. It teaches you not only the concepts but provides complete code examples. What I particularly liked is how the book teaches you to systematically test and measure the performance of the data structures and points out why it performs as measured using both mathematical theory as well as data driven analysis. The content of the book is presented in an order which allows you to learn gradually and use what was learned in earlier chapters to develop more complex ideas in later chapters. This book can be read by absolute beginners, meaning you don't need a prior exposure to data structures to grasp the content as it progresses from simple to advanced. Another great point is this book goes out of its way to give real world applications and uses of the data structures and their associated algorithms; giving the reader a real grasp on the usefulness of the content, making it real, not just an academic pursuit. There is no shortage of material, a very good balance of breath and depth.

    10 people found this helpful
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  • greg martinson
    5 out of 5 stars
    Excellent book on algorithms
    Reviewed in the United States on October 31, 2012
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    For the experienced programmer or novice this a book you will appreciate and be glad you purchased.

    If genius is like it is said, the ability to make a complex subject simple to understand then Robert Sedgewick is truly a genius.

    Sedgewick explores some of the top algorithms in use today and focuses on their application, and implementation. Each algorithim, it's application, and performance is also summarized for quick reference.

    Sedgewick steps through the algorithm with dynamic visual depictions of the data structures involved.

    I can't say enough good things this book. This book assists the developer or programmer to effectively learn and use algorithms, and get on with life. It's rare to see a book this well written for the purpose of learning as well as reference. Especially on a subject as involved as algorithms.

    In conjunction with the book, I would recommend using the online MOOC courses, Algorithms Part I, and Algorithms Part II, available at Princeton University. Here, Sedgewick, has developed some enjoyable and instructional video lectures and presentations of the book.

    I would also like to thank Robert Sedgewick for this brilliant piece of work, and Princeton University for bringing it online.

    13 people found this helpful
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  • 4 out of 5 stars
    Despite some severe cons - a masterpiece.
    Reviewed in the United States on August 9, 2019
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    The author has talent of simplifying complex concepts as nobody else does. That's for sure. I would even go as far as calling him Feynman of Computer Science.

    His treatment of 2-3 trees, Red-Black Trees is outstanding. In the first time in my life I understood the Regular Expressions. Not on a level of "what's it about", but on a level of "when I need to use them, I will no problem, I'll even implement all algorithms I need no problem with all the books closed".

    That creates even a dissonance a little bit. Or a lot. As some topics in his exposition sound very boring, banal. It reads like he is stating obvious facts for no apparent reason as to fill the space and just "to cover" the topic for some formal reasons.

    CONS:

    - Most of the chapters are not self-sufficient. Instead of conceptually pointing out what steps are required, the author send you to a specific, very specialized piece of code 5 chapters back or 3 chapters forward. Code is in Java. It's painful to read. Not because it's in Java, but because it's _implementation_ of a concept. Java is bad, too verbose, too specialized, etc.

    - The programming language used in the book is Java. Java is a language for people who have no idea of what they are doing and have no business of writing algorithms. I believe any person who will write any algorithm will use C. Why Java then? Why not Logo? (Logo is a language where a turtle moves across the screen and kids give it some commands like "go forward 10 squares, turn 90")

    Besides these cons, the author is definitely genius. 2-3 trees chapter and the Regular Expressions chapter are worth the price of the whole book. In gold.

    57 people found this helpful
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  • Nicholas Sardo
    5 out of 5 stars
    Excellent Beginning Book on Algorithms
    Reviewed in the United States on April 12, 2015
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    This book is a very clearly written, and cogent treatment of basic algorithms. It's contents are presented within the construct of the Java language, and for a reader already conversant in an imperative Algol based language (such as C, C++, or JavaScript), enough of the relevant features of Java are covered in the text to allow for complete understanding of the material presented.

    I've read several books on algorithms of varying complexity, and this is hands down the best beginning level book I've ever read. If you've tried reading other algorithm books, and either found the presentation too dry, too technical (symbolic, mathematical, pseudo code), this is the book you want. It not only describes the algorithms in a very clear, very understandable way; it also presents them in context and with code in a subset of Java (that it also very clearly explains). I started with it reading the Kindle sample, and liked it so much, I purchased the hard bound physical version. 'Nuff said!

    11 people found this helpful
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  • 5 out of 5 stars
    Pretty good book covering the basics of algorithms
    Reviewed in the United States on December 22, 2011
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    I got this book just before Thanksgiving break. I had the plan to finish as much as possible during the Thanksgiving break.

    I had earlier read Sedgewick's Algorithms book (C++ version).

    So comparing to that, this Java version is similarly organized.

    The basics are touched comprehensively in this book as well: heaps, priority queues, sorting - quick sort, merge sort, stacks, queues, binary trees, tries and so on.

    I liked the fact that since this was a Java version, authors kept in mind to discuss details of the object organization as well. So things like how much memory a string object occupies was good to learn from this book.

    This book touches in detail algorithms like Substring search (Boyer moore, Rabin Karpe) and has a whole chapter devoted to strings.

    So datastructures like tries are covered as well in good details.

    Also I liked the fact that authors made it a point to refer to the current real world applications whenever possible - for example application of dictionary lookup in Page rank algorithm was another good learning.

    There are some sections extra in this book campared to the C++ version.

    Overall a satisfactory book, a must-have for software engineers.

    6 people found this helpful
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  • DV Klopfenstein
    5 out of 5 stars
    Great book. Many examples of specific applications.
    Reviewed in the United States on July 28, 2014
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    Fantastic book. Well-crafted. My need is to understand the algorithms that are already out there and most importantly, to understand the applications where they might apply so that I may apply existing algorithms (or modifications) to my applications. This book delivers 100% on that. The runtime traces have phenomenal visuals. The algorithms that you are trying to learn are detailed near the visuals in Java code. Apparently, there is conflict in academia whether actual code should be used to demonstrate algorithimic ideas. For me, it is an advantage to see actual code instead of "pseudo-code". Java is not in my pipeline, but C++ and Python is. But it still helps to see actual implementations, even if it is in Java. This book is nicely paired with the author's Coursera classes. The Coursera courses are like drinking for a firehose, but introduce you to the material in a timely manner. After that, reading the book is like having a peaceful picnic by a babbling stream, peaceful and quiet. Reading the book is particularly effective after attempting the Coursera course for the first time. After reading the book, go back to the course and get it all done.

    3 people found this helpful
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  • 5 out of 5 stars
    Must-have volume for any student of computer science
    Reviewed in the United States on November 20, 2014
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    The book is about algorithms and data structures in Java, and not about learning to program. My review will contrast this book with Sedgewick's 25+year old "Algorithms in C++" in my shelf. The new algorithms book is such a vast improvement over the old C++ book that I hardly recognize it any more. The new Algorithms has two authors. The authors are using a sub-set of the Java OO features (unlike the C++ version, which used none). While I may not agree in detail with some choices, I can understand, because they explained their coding standards well, and why they limit features. The algorithms are updated to the basic algorithms a student these days needs to have heard of, which includes new material like tries. I was fascinated to see a regular expression evaluation automaton in code, with explanations. Some more esoteric material from the C++ book (for instance, Voronoi diagrams) is left for specialized books. At a few places in the book, the impact of algorithms and data structures is illustrated giving real-world examples. And I have yet to read chapter 6.

    But what really impressed me was the code. This book shows the fundamental data structures and algorithms in just a few lines of beautiful and well-thought code. Sure, any nit-picker may find quibbles, but most choices are understandable from a didactic and printing perspective. This code is so much better than any in the old C++ book. The authors preferred clarity, yet the code is still concise. The authors are clear about feature creep, and limit their code to what is needed and no more, though some extensions are part of the exercises. I am reminded of the Einstein paraphrase "As simple as possible, but no simpler".

    More complex data structures and algorithms need multiple code boxes, which are all explained in detail, with the box appearing close to the explanation. Some readers may take issue with the density of information in examples, but I find it advantageous to have all information close-by rather than spread out. I prefer to pore over their dense examples than having to flip pages.

    28 people found this helpful
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Top reviews from other countries

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  • Shyam Baitmangalkar
    5 out of 5 stars
    If you want to digest different algorithms used in practice ...
    Reviewed in India on March 14, 2017
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    If you want to digest different algorithms used in practice, then Sir Robert Sedgewick will help you out through this book. This book is a "must" if you are willing to learn and master over algorithms (focuses on Java implementations). I had referred this book when I was in college and was very much impressed by the way in which Sir Sedgewick explains. Paperback copy of this book is slightly expensive and moreover if you own a kindle, why go for a paperback edition?? Hence went ahead and purchased this kindle edition.

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  • Fabio Massimo Ercoli
    5 out of 5 stars
    Libro base davvero ben scritto
    Reviewed in Italy on September 23, 2020
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    Spiega in modo unico davvero, ne ho letti diversi di testi di algoritmi, penso che questo sia il migliore in assoluto!

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  • 5 out of 5 stars
    Soo much wisdom
    Reviewed in France on November 17, 2022
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    The book teaches algorithms with a scientific approach and there is no magic everything is proved. The code is simple and elegant. The author has also online course explaining the book content.

    There is also community driven GitHub repo containing answers to all book’s exercises.

    The only thing that I didn’t like is the absence of unit tests.

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  • 5 out of 5 stars
    Excelente libro
    Reviewed in Spain on December 21, 2025
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    Es un libro muy cuidado con un gran cantidad de ejercicios y sus soluciones. Todo informΓ‘tico deberΓ­a conocer. La web es extraordinaria. Lo recomiendo encarecidamente, vale la pena.

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  • Anthony Lauder
    5 out of 5 stars
    A good first book for algorithms
    Reviewed in the United Kingdom on September 25, 2015
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    I have quite a few algorithms books. This certainly is one of my favourites. The current edition starts out with a gentle introduction to motivation and basics, but soon ramps up to be a solid algorithms book. I recommend this as a first-read before moving on to the book by Cormen (which is much more theoretical and heavy going at first).

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