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Top time-complexity books mentioned on stackoverflow.com

Introduction to Algorithms, 3rd Edition

Thomas H. Cormen

Some books on algorithms are rigorous but incomplete; others cover masses of material but lack rigor. Introduction to Algorithms uniquely combines rigor and comprehensiveness. The book covers a broad range of algorithms in depth, yet makes their design and analysis accessible to all levels of readers. Each chapter is relatively self-contained and can be used as a unit of study. The algorithms are described in English and in a pseudocode designed to be readable by anyone who has done a little programming. The explanations have been kept elementary without sacrificing depth of coverage or mathematical rigor.The first edition became a widely used text in universities worldwide as well as the standard reference for professionals. The second edition featured new chapters on the role of algorithms, probabilistic analysis and randomized algorithms, and linear programming. The third edition has been revised and updated throughout. It includes two completely new chapters, on van Emde Boas trees and multithreaded algorithms, substantial additions to the chapter on recurrence (now called "Divide-and-Conquer"), and an appendix on matrices. It features improved treatment of dynamic programming and greedy algorithms and a new notion of edge-based flow in the material on flow networks. Many new exercises and problems have been added for this edition. As of the third edition, this textbook is published exclusively by the MIT Press.

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Introduction To Algorithms

Thomas H Cormen, Charles E Leiserson, Ronald L Rivest, Clifford Stein

An extensively revised edition of a mathematically rigorous yet accessible introduction to algorithms.

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Programming Pearls

Jon Louis Bentley

A guide to practical programming techniques and design principles, with information on such topics as testing, debugging and timing, set representations, and string problems.

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Concrete Mathematics

Ronald L. Graham, Donald Ervin Knuth, Oren Patashnik

This book, updated and improved, introduces the mathematics that supports advanced computer programming and the analysis of algorithms. The primary aim of its well-known authors is to provide a solid and relevant base of mathematical skills--the skills needed to solve complex problems, to evaluate horrendous-looking sums, to solve complex recurrence relations, and to discover subtle patterns in data. It is an indispensable text and reference, not only for computer scientists but for all technical professionals in virtually every discipline.

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Algorithms

Robert Sedgewick, Kevin Daniel Wayne

The standard algorithm guide for working programmers -- now fully updated, broadened, and available again in a popular single-volume format • •The #1 practical resource for everyone seeking to run programs faster or solve larger problems. •Surveys today's most useful algorithms, with copious illustrations and examples. •Contains many new examples, ranging from physics, biology, and engineering to data compression and web search. •Contains real (not psuedocode) implementations, with detailed performance insights. Robert Sedgewick's Algorithm's has long been the definitive practical guide to using algorithms: the book that professionals and students in programming, science, and engineering rely on to solve real-world problems. Now, Sedgewick has thoroughly updated this classic to reflect today's latest, most powerful algorithms - and we've returned to the popular single-volume format our readers have been asking for. Sedgewick brings together an indispensable body of knowledge for improving computer performance and solving larger problems. In this edition, he adds: • •Many powerful new algorithms. •A broader perspective with more science and engineering applications. •New illustrations and examples throughout. •An attractive new two-color design, and more The algorithms Sedgewick presents are crucial in areas ranging from physics simulation to genetic sequencing, architectural modeling to aircraft simulation, database management to Internet search. He covers abstract data types, sorting algorithms, searching algorithms, graph processing, string processing, and geometric algorithms. Algorithms provides all the information readers need to confidently implement, debug, and apply each algorithm in any computational environment. For each, Sedgewick presents real implementations, as well as detailed insights into performance. All examples are written in Java, in a style that can be rapidly and easily translated to other languages.

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Cracking the Coding Interview

Gayle Laakmann McDowell

Now in the 5th edition, the book gives you the interview preparation you need to get the top software developer jobs. This is a deeply technical book and focuses on the software engineering skills to ace your interview. The book includes 150 programming interview questions and answers, as well as other advice.

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Programming Interviews Exposed

John Mongan, Noah Kindler, Eric Giguère

The pressure is on during the interview process but with the right preparation, you can walk away with your dream job. This classic book uncovers what interviews are really like at America's top software and computer companies and provides you with the tools to succeed in any situation. The authors take you step-by-step through new problems and complex brainteasers they were asked during recent technical interviews. 50 interview scenarios are presented along with in-depth analysis of the possible solutions. The problem-solving process is clearly illustrated so you'll be able to easily apply what you've learned during crunch time. You'll also find expert tips on what questions to ask, how to approach a problem, and how to recover if you become stuck. All of this will help you ace the interview and get the job you want. What you will learn from this book Tips for effectively completing the job application Ways to prepare for the entire programming interview process How to find the kind of programming job that fits you best Strategies for choosing a solution and what your approach says about you How to improve your interviewing skills so that you can respond to any question or situation Techniques for solving knowledge-based problems, logic puzzles, and programming problems Who this book is for This book is for programmers and developers applying for jobs in the software industry or in IT departments of major corporations. Wrox Beginning guides are crafted to make learning programming languages and technologies easier than you think, providing a structured, tutorial format that will guide you through all the techniques involved.

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Cracking the Coding Interview

Gayle Laakmann McDowell

Now in the 5th edition, Cracking the Coding Interview gives you the interview preparation you need to get the top software developer jobs. This book provides: 150 Programming Interview Questions and Solutions: From binary trees to binary search, this list of 150 questions includes the most common and most useful questions in data structures, algorithms, and knowledge based questions. 5 Algorithm Approaches: Stop being blind-sided by tough algorithm questions, and learn these five approaches to tackle the trickiest problems. Behind the Scenes of the interview processes at Google, Amazon, Microsoft, Facebook, Yahoo, and Apple: Learn what really goes on during your interview day and how decisions get made. Ten Mistakes Candidates Make -- And How to Avoid Them: Don't lose your dream job by making these common mistakes. Learn what many candidates do wrong, and how to avoid these issues. Steps to Prepare for Behavioral and Technical Questions: Stop meandering through an endless set of questions, while missing some of the most important preparation techniques. Follow these steps to more thoroughly prepare in less time.

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Probability and Computing

Michael Mitzenmacher, Eli Upfal

Randomization and probabilistic techniques play an important role in modern computer science, with applications ranging from combinatorial optimization and machine learning to communication networks and secure protocols.Assuming only an elementary background in discrete mathematics, this textbook is designed to accompany a one- or two-semester course for advanced undergraduates or beginning graduate students in computer science and applied mathematics. It gives an excellent introduction to the probabilistic techniques and paradigms used in the development of probabilistic algorithms and analyses, including random sampling, expectations, Markov's and Chevyshev's inequalities, Chernoff bounds, balls and bins models, the probabilistic method, Markov chains, MCMC, martingales, entropy, and other topics.

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