Artificial Intelligence and Soft Computing for Beginners, 2nd Edition - Softcover

Anindita Das

Softcover

ISBN 10: 1619030233 ISBN 13: 9781619030237

Publisher: Arizona Business Alliance, 2014

Synopsis

The course of Artificial Intelligence is taken by all engineering undergraduate and postgraduate students pursuing computer science. Apart from this, it is a popular elective in almost all other branches of engineering. It is also a field chosen for research by many doctoral students. This book has in-depth detail illustration of all the chapters of Artificial Intelligence (AI) with Soft Computing, covering the syllabus of WBUT, Gitam, JNTU, NIT and few different universities in India and abroad. During the course of teaching Artificial Intelligence, the author noticed that no textbook covered both Artificial intelligence (AI) with intelligent systems (IS) and soft computing in a comprehensive manner. This book provides a comprehensive coverage of the fundamental concepts and techniques in Artificial Intelligence and Soft Computing with mathematical in depth explanation. The main emphasis is on the solution of real world problems using the latest AI techniques.

During teaching artificial intelligence, author realized that the basic text books do not have an organized content according to the syllabus. In this book all the chapters are organized properly and contain a complete coverage. The sequence of the chapters has been set in a manner which would be very easy for the students to understand. The main importance of this book is on the solution of many real world problems. Each chapter contains multiple choice questions with answer and possible explanation. Also some important solutions and answers at the end as Take a look to be more acquainted with . In addition, modern and current topic in AI for example Pattern Recognition, Data Clustering Algorithms, Genetic Algorithms with Data Clustering method, Swarm Intelligence, Tabu Search, Ant Colony Optimization are discussed in details. These concepts may motivate students to do projects. This book contains information about programming languages and the proper syntax with example is provided which may help students to practically apply this programming concepts. Mathematical explanation to understand the concept in detail about single & multi objective Genetic Algorithm, Neural Network, Fuzzy Logic is provided. The basic coverage of each and every chapter is mentioned before the chapter as chapter utility . This book has been designed in such a manner so that it becomes very easy to understand the language and comprehend not only for computer science department student but also for non departmental student as well.

About this title

About the Author

After B-Tech, Anindita Das started her career in industry as a Trainee Software Developer for a year. She had to quit industry carrier as she wanted to pursue higher studies. She has done M-Tech in Computer Science from National Institute of Technology (NIT), Durgapur. She secured a position of First class Second in M-Tech. She has done many projects on Data clustering, Fuzzy logic, Multi-Objective Genetic Algorithms on Time table problem, which are basically a part of Artificial Intelligence & Soft Computing. She has been teaching for more than 6 years in Computer Science as an Asst. Prof. Her area of interest includes Genetic Algorithms, Data Clustering, Computer Graphics Design, Design and Analysis of Algorithms and Distributed Operating System. She started her teaching career in Bengal College of Engineering & Technology (BCET) Durgapur, as an Asst. Prof. Currently she is working in Swami Vivekananda Institute of Science & Technology (SVIST) Kolkata, as an Asst. Prof. in computer science department. The first edition of this book Artificial Intelligence and Soft Computing for Beginners published in 2013, has gained good popularity and has received positive feedbacks.

Edition details

• Publisher: Arizona Business Alliance
• Publication date: 2014
• Language: English
• ISBN 10: 1619030233
• ISBN 13: 9781619030237
• Binding: Paperback
• Edition number: 2
• Number of pages: 712