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Computational Intelligence

Author Name: Madiajagan, Shiva Shankar Reddy, Manjunath, Pavithra | Format: Paperback | Genre : Educational & Professional | Other Details

Computational Intelligence comprises concepts, paradigms, algorithms, and implementations of systems that are supposed to exhibit intelligent behavior in complex environments. It relies heavily on sub-symbolic, predominantly nature-analog or at least nature-inspired methods. These methods have the advantage that they tolerate incomplete, imprecise and uncertain knowledge and thus also facilitate finding solutions that are approximatively, manageable and robust at the same time. The choice of topics in this book reflects the most important fields in the area of computational intelligence. Classical fields such as artificial neural networks, fuzzy systems, and evolutionary algorithms are described in considerable detail. However, methods such as ant colony optimization and probabilistic graphical models are discussed as well, although a complete coverage of all approaches and developments is clearly impossible to achieve in a single volume. Rather than to strive for completeness, our goal is to give a methodical introduction to the area of Computational Intelligence. Hence we try not only to present fundamental concepts and their implementations, but also explain the theoretical background of proposed problem solutions.

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Madiajagan, Shiva Shankar Reddy, Manjunath, Pavithra

Prof. M. Madiajagan, completed his B.E. Computer Science and Engineering from University of Madras, Master Degree from BITS Pilani, Rajasthan, India also completed his Ph.D. Degree from BITS Pilani, Rajasthan, India in the year 2009. Presently he is working as an Associate Professor in School of Computer Science and Engineering, VIT, Vellore, Tamilnadu. He is having more than 25 years of Teaching experience in various Institutions and Universities like VIT, BITS Pilani. In BITS Pilani he was Professor In-Charge ICT & Network Infrastructure Requirement Analyst and he was one of Architect in implementing the BITS Connect 2.0 Project (CISCO Telepresence Systems). 

Sri. Shiva Shankar Reddy Working as a Assistant Professor in Sagi RamaKrishnam Raju Engineering College, Bhimavaram, Andhrapradesh, INDIA. He has more than 14 Years’ Experience in Teaching and 10 Years of Experience in Research. He received his B.Tech Degree in 2006 from JNTU in Department of Computer Science and Engineering. His current Research interest’s areas are in Data Mining, Machine Learning, Image Processing & Computer Vision, Information Security and Algorithms.

Dr. T.C. Manjunath was born in Bangalore, Karnataka, India on Monday, Feb. 6, 1967 & received the B.E. Degree from R.V. College of Engg. (Bangalore Univ., Karnataka, India) in First Class, M.E. degree in Automation, Control & Robotics from the Govt.’s LD College of Engg., (Gujarat Univ., Ahmedabad) with First Rank (FCD) and Ph.D. in Systems & Control Engineering from the Indian Institute of Technology Bombay (IIT Bombay). He has got a teaching (academic), research & administrative experience of more than 32+ years in various engineering colleges all over the country and spent his entire career after graduation in the field of academics, research & administration.  

Dr. Pavithra G. was born in Bangalore, Karnataka, India in the year 1984 & received the B.E. Degree (Bachelor of Engg.) in Electronics & Communication Engineering stream (ECE) from VTU, Belgaum, M.Tech. Degree in ECE branch with specialization in RF Communications from the Jain University in First Rank (FCD) & Gold Medal and obtained her doctorate - Ph.D. in Engineering from the prestigious Visvesvaraya Technological University (VTU Belgaum) respectively. She has got a total teaching (academic), research experience of more than 15+ years in various engineering colleges in the Karnataka state.  

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