Название: The Algorithm Design Manual, 3rd Edition Автор: Steven S. Skiena
Издательство: Springer
Год: 2020
Страниц: 800
Язык: английский
Формат: pdf (true)
Размер: 10.1 MB
Unique, handy reference package with a practical, hands-on appeal to a wide audience. This classic bestseller has been fully updated, and enhanced with new and expanded material on hashing and randomized algorithms, divide and conquer algorithms, and dealing with hard problems (including quantum algorithms). Contains a highly unique catalog of the 75 most important algorithmic problems.
This newly expanded and updated third edition of the best-selling classic continues to take the "mystery" out of designing algorithms, and analyzing their efficiency. It serves as the primary textbook of choice for algorithm design courses and interview self-study, while maintaining its status as the premier practical reference guide to algorithms for programmers, researchers, and students.
Many professional programmers are not well prepared to tackle algorithm design problems. This is a pity, because the techniques of algorithm design form one of the core practical technologies of computer science. This book is intended as a manual on algorithm design, providing access to combinatorial algorithm technology for both students and computer professionals.
The reader-friendly Algorithm Design Manual provides straightforward access to combinatorial algorithms technology, stressing design over analysis. The first part, Practical Algorithm Design, provides accessible instruction on methods for designing and analyzing computer algorithms. The second part, the Hitchhiker's Guide to Algorithms, is intended for browsing and reference, and comprises the catalog of algorithmic resources, implementations, and an extensive bibliography.
NEW to the third edition:
-- New and expanded coverage of randomized algorithms, hashing, divide and conquer, approximation algorithms, and quantum computing
-- Provides full online support for lecturers, including an improved website component with lecture slides and videos
-- Full color illustrations and code instantly clarify difficult concepts
-- Includes several new "war stories" relating experiences from real-world applications
-- Over 100 new problems, including programming-challenge problems from LeetCode and Hackerrank.
-- Provides up-to-date links leading to the best implementations available in C, C++, and Java
Additional Learning Tools:
-- Contains a unique catalog identifying the 75 algorithmic problems that arise most often in practice, leading the reader down the right path to solve them
-- Exercises include "job interview problems" from major software companies
-- Highlighted "take home lessons" emphasize essential concepts
-- The "no theorem-proof" style provides a uniquely accessible and intuitive approach to a challenging subject
-- Many algorithms are presented with actual code (written in C)
-- Provides comprehensive references to both survey articles and the primary literature
Written by a well-known algorithms researcher who received the IEEE Computer Science and Engineering Teaching Award, this substantially enhanced third edition of The Algorithm Design Manual is an essential learning tool for students and professionals needed a solid grounding in algorithms.
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