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1st Edition

The Art of Algorithm Design




ISBN 9781003093886
Published October 14, 2021 by Chapman and Hall/CRC
318 Pages 6 B/W Illustrations

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Book Description

The Art of Algorithm Design is a complementary perception of all books on algorithm design and is a roadmap for all levels of learners as well as professionals dealing with algorithmic problems. Further, the book provides a comprehensive introduction to algorithms and covers them in considerable depth, yet makes their design and analysis accessible to all levels of readers. All algorithms are described and designed with a "pseudo-code" to be readable by anyone with little knowledge of programming.

This book comprises of a comprehensive set of problems and their solutions against each algorithm to demonstrate its executional assessment and complexity, with an objective to:

  • Understand the introductory concepts and design principles of algorithms and their complexities
  • Demonstrate the programming implementations of all the algorithms using C-Language
  • Be an excellent handbook on algorithms with self-explanatory chapters enriched with problems and solutions

While other books may also cover some of the same topics, this book is designed to be both versatile and complete as it traverses through step-by-step concepts and methods for analyzing each algorithmic complexity with pseudo-code examples. Moreover, the book provides an enjoyable primer to the field of algorithms.

This book is designed for undergraduates and postgraduates studying algorithm design.

Table of Contents

Chapter 1. Fundamental Concepts of Data Structure. Chapter 2. Concepts of Algorithms and Recurrences. Chapter 3. Divide-and-Conquer Techniques. Chapter 4. Dynamic Programming. Chapter 5. Greedy Algorithms. Chapter 6. Graph. Chapter 7. Approximation Algorithms. Chapter 8. Matrix Operations, Linear Programming, Polynomial and FFT. Chapter 9. Number Theoretic Algorithms. Chapter 10. Programming Implementations of the Algorithms

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Author(s)

Biography

Dr.Sachi Nandan Mohanty, received his Postdoc from IIT Kanpur in the year 2019 and Ph.D. from IIT Kharagpur in the year 2015, with MHRD scholarship from Govt of India. He has recently joined as Associate Professor in the Department of Computer Science & Engineering at ICFAI Foundation for Higher Education Hyderabad. Prof. Mohanty research areas include Data mining, Big Data Analysis, Cognitive Science, Fuzzy Decision Making, Brain-Computer Interface, and Computational Intelligence. Prof. S N Mohanty has received 3 Best Paper Awards during his Ph.D at IIT Kharagpur from International Conference at Benjing, China, and the other at International Conference on Soft Computing Applications organized by IIT Rookee in the year 2013. He has published 20 research articles in SCI Journals. As a Fellow on Indian Society Technical Education (ISTE), The Institute of Engineering and Technology (IET), Computer Society of India (CSI), Member of Institute of Engineers and IEEE Computer Society, he is actively involved in the activities of the Professional Bodies/Societies. He has been bestowed with several awards which include "Best Researcher Award from Biju Pattnaik University of Technology in 2019","Best Thesis Award(first Prize) from Computer Society of India in 2015", "Outstanding Faculty in Engineering Award" from Dept. of Higher Education, Govt. of Odisha in 2020. He has received International Travel fund from, SERB, Dept of Science and Technology, Govt. of India for chair the session international conferences USA in 2020. Currently he is the reviewer of various journals and published books with several publishers.

Mr. Pabitra Kumar Tripathy completed M.Tech in computer science from Berhampur university, Odisha in the year 2009. He also completed M.Sc. in mathematics from Khallikote Autonomous college Berhampur, Odisha in the year 2003. He is currently pursuing his Ph.D in computer science and Engineering at Biju Patnaik University of Technology. He is working as Head of Department in the department of Computer Science and Engineering at Kalam Institute of Technology, Berhampur. He is having 15 years of teaching and academic experience. His area of interest are Computer Graphics, Programming Languages, Algorithms, Theory of computation, Compiler design, Artificial Intelligence. He also have published 5 International journals and 2 Patients. He have published 5 number of books for Graduate students.

Dr. Suneeta Satpathy, received her Ph.D. from Utkal University, Bhubaneswar, Odisha, in the year 2015, with Directorate of Forensic Sciences, MHA scholarship from Govt of India. She is currently working as an Associate Professor in the Department of Computer Science & Engineering at College of Engineering Bhubaneswar (CoEB), Bhubaneswar. Her research interests include Computer Forensics, Cyber Security, Data Fusion, Data Mining, Big Data Analysis, Decision Mining and Machine Learning. In addition to research, she has guided many post-graduate and graduate students. She has published papers in many International Journals and conferences in repute. She has two Indian patents in her credit. Her professional activities include roles as editorial board member and/or reviewer of various journals. She is also editor of several books on the topic of Digital Forensics, Internet of Things, Machine Learning and Data Analytics to be published by leading publishers. She is a member of CSI, ISTE, OITS, ACM, IE, and IEEE.