Basic Concepts In Algorithms

This book is a comprehensive textbook on algorithms, covering basic concepts, advanced paradigms, and their applications, designed for second-year undergraduate students in computer and programming fields.

Format: Hardback
Length: 364 pages
Publication date: 27 July 2021
Publisher: World Scientific Publishing Co Pte Ltd

This comprehensive book is the culmination of decades of teaching expertise in data structures and algorithms. While it is self-contained, it assumes a foundational understanding of data structures, basic programming concepts, and mathematics tools. Basic Concepts in Algorithms delves into advanced paradigms and methods, utilizing fundamental programming constructs as building blocks and their significance in algorithm derivation. It encompasses the entire algorithms design process, along with an analysis of their performance. Primarily designed as a textbook for teaching Algorithms to second-year undergraduate students in computer and programming-related study fields, Klein adopts an oral teaching style, seamlessly transitioning from one topic to another, related one. While not offering a comprehensive coverage of all algorithms, the book does touch upon a wide range of classical and more advanced subjects in the theory of algorithms. These topics include Divide and Conquer, Dynamic Programming, Graph algorithms, probabilistic algorithms, data compression, numerical algorithms, and intractability. Each chapter is accompanied by a set of exercises, and the majority of them have detailed solutions provided at the end.

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ISBN-13: 9789811237584