книга Essential Algorithms: A Practical Approach to Computer Algorithms Using Python and C#, 2nd Edition

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Essential Algorithms: A Practical Approach to Computer Algorithms Using Python and C#, 2nd Edition

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Название: Essential Algorithms: A Practical Approach to Computer Algorithms Using Python and C#, 2nd Edition
Автор: Rod Stephens
Страниц: 783
Формат: PDF
Размер: 11.0 MB
Качество: Отличное
Язык: Английский
Год издания: 2019


 A friendly introduction to the most useful algorithms written in simple, intuitive English. The revised and updated second edition of Essential Algorithms, offers an accessible introduction to computer algorithms. The book contains a description of important classical algorithms and explains when each is appropriate. The author shows how to analyze algorithms in order to understand their behavior and teaches techniques that the can be used to create new algorithms to meet future needs. 


The text includes useful algorithms such as: methods for manipulating common data structures, advanced data structures, network algorithms, and numerical algorithms. It also offers a variety of general problem-solving techniques.

In addition to describing algorithms and approaches, the author offers details on how to analyze the performance of algorithms. The book is filled with exercises that can be used to explore ways to modify the algorithms in order to apply them to new situations. This updated edition of Essential Algorithms:

Contains explanations of algorithms in simple terms, rather than complicated math
Steps through powerful algorithms that can be used to solve difficult programming problems
Helps prepare for programming job interviews that typically include algorithmic questions
Offers methods can be applied to any programming language
Includes exercises and solutions useful to both professionals and students
Provides code examples updated and written in Python and C#

Essential Algorithms has been updated and revised and offers professionals and students a hands-on guide to analyzing algorithms as well as the techniques and applications. The book also includes a collection of questions that may appear in a job interview. The book’s website will include reference implementations in Python and C# (which can be easily applied to Java and C++).

Contents:

Introduction xxix
Chapter 1 Algorithm Basics 1
Chapter 2 Numerical Algorithms 23
Chapter 3 Linked Lists 71
Chapter 4 Arrays 103
Chapter 5 Stacks and Queues 135
Chapter 6 Sorting 167
Chapter 7 Searching 201
Chapter 8 Hash Tables 209
Chapter 9 Recursion 227
Chapter 10 Trees 285
Chapter 11 Balanced Trees 349
Chapter 12 Decision Trees 367
Chapter 13 Basic Network Algorithms 403
Chapter 14 More Network Algorithms 451
Chapter 15 String Algorithms 493
Chapter 16 Cryptography 519
Chapter 17 Complexity Theory 543
Chapter 18 Distributed Algorithms 561
Chapter 19 Interview Puzzles 595
Appendix A Summary of Algorithmic Concepts 607
Appendix B Solutions to Exercises 623
Glossary 711
Index 739


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