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Home > Computers > Programming > Beginning Algorithms-eBook
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Beginning Algorithms
 
 
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Beginning Algorithms A good understanding of algorithms, and the knowledge of when to apply them, is crucial to producing software that not only works correctly, but also performs efficiently. This is the only book to impart all this essential information-from the basics of algorithms, data structures, and performance characteristics to the specific algorithms used in development and programming tasks. Packed with detailed explanations and instructive examples, the book begins by offering you some fundamental data structures and then goes on to explain various sorting algorithms. You'll then learn efficient practices for storing and searching by way of hashing, trees, sets, and maps. The authors also share tips on optimization techniques and ways to avoid common performance pitfalls. In the end, you'll be prepared to build the algorithms and data structures most commonly encountered in day-to-day software development. What you will learn from this book The basics of algorithms, such as iteration and recursion Elementary data structures such as lists, stacks, and queues Basic and advanced sorting algorithms including insertion sort, quicksort, and shell sort Advanced data structures such as binary trees, ternary trees, and heaps Algorithms for string searching, string matching, hashing, and computational geometry How to use test-driven development techniques to ensure your code works as intended How to dramatically improve the performance of your code with hands-on techniques for profiling and optimization Who this book is for This book is for anyone who develops applications, or is just beginning to do so, and is looking to understand algorithms and data structures. An understanding of computer programming is beneficial. 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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Title of ebook: Beginning Algorithms
ISBN: 9780471783831
Publisher: Wrox
Internet download file size: 4789 kb
Pages: 600
Released online for download: 10-28-2005
Author of eBook: Harris, Simon
Author of eBook: Ross, James


Beginning Algorithms



Chapter One

Getting Started

This journey into the world of algorithms begins with some preparation and background information. You'll need to know a few things before learning the many algorithms and data structures in the rest of the book. Although you're keen to get going, reading this chapter will make the rest of the book more useful for you, as it includes concepts that are prerequisites for understanding the explanations of all the code and the analyses of the algorithms themselves.

This chapter discusses:

What an algorithm is The role of algorithms in software and everyday life What is meant by the complexity of an algorithm Several broad classes of algorithm complexity that enable you to distinguish quickly between different solutions to the same problem "Big-O" notation What unit testing is and why it is important How to write unit tests with JUnit

Defining Algorithms

Perhaps you already kno ... read full excerpt from Beginning Algorithms ebook





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