Problems on Algorithms: A Comprehensive Exercise Book for Students in Software Engineering

Izadkhah, Habib

ISBN 10: 3031170423 ISBN 13: 9783031170423

Editorial: Springer-Nature New York Inc, 2022

Idioma: Ingl�s

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Descripci�n

525 pages. 9.25x6.10x9.21 inches. In Stock.

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Detalles bibliogr�ficos

T�tulo

Problems on Algorithms: A Comprehensive Exercise Book for Students in Software Engineering

Editor

Springer-Nature New York Inc

Fecha de publicaci�n

2022

Idioma

Ingl�s

ISBN 10

3031170423

ISBN 13

9783031170423

Encuadernaci�n

Hardcover

Estado

Brand New

Cat�logos de vendedores

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Sinopsis

With approximately 2500 problems, this book provides a collection of practical problems on the basic and advanced data structures, design, and analysis of algorithms. To make this book suitable for self-instruction, about one-third of the algorithms are supported by solutions, and some others are supported by hints and comments. This book is intended for students wishing to deepen their knowledge of algorithm design in an undergraduate or beginning graduate class on algorithms, for those teaching courses in this area, for use by practicing programmers who wish to hone and expand their skills, and as a self-study text for graduate students who are preparing for the qualifying examination on algorithms for a Ph.D. program in Computer Science or Computer Engineering. About all, it is a good source for exam problems for those who teach algorithms and data structure. The format of each chapter is just a little bit of instruction followed by lots of problems.

This book is intended to augment the problem sets found in any standard algorithms textbook.

This book

• begins with four chapters on background material that most algorithms instructors would like their students to have mastered before setting foot in an algorithms class. The introductory chapters include mathematical induction, complexity notations, recurrence relations, and basic algorithm analysis methods.

• provides many problems on basic and advanced data structures including basic data structures (arrays, stack, queue, and linked list), hash, tree, search, and sorting algorithms.

• provides many problems on algorithm design techniques: divide and conquer, dynamic programming, greedy algorithms, graph algorithms, and backtracking algorithms.

• is rounded out with a chapter on NP-completeness.

Acerca del autor

Dr. Habib Izadkhah is an associate professor at the Department of Computer Science, University of Tabriz, Iran. He worked in the industry for a decade as a software engineer before becoming an academic. His research interests include algorithms and graphs, software engineering, and bioinformatics. More recently, he has been working on developing and applying deep learning to a variety of problems, dealing with biomedical images, speech recognition, text understanding, and generative models. He has contributed to various research projects, authored a number of research papers in international conferences, workshops, and journals, and also has written five books, including Source Code Modularization: Theory and Techniques from Springer and Deep Learning in Bioinformatics from Elsevier.

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