Intelligent Systems: A Modern Approach

Book Name: Intelligent Systems: A Modern Approach
Author: Ajith Abraham, Crina Grosan
Publisher: Springer
ISBN-10: 3642210031
Year: 2011
Pages: 456
Language: English
File size: 7.15 MB
File format: PDF

Intelligent Systems: A Modern Approach Pdf Book Description:

Computational intelligence is a well-established paradigm, in which new notions using a solid biological understanding are evolving. The present experimental systems have lots of the qualities of biological computers (intelligence in different words) and are starting to be constructed to carry out many different jobs that are hard or impossible to perform using traditional computers.

As clear, the best accomplishment in this subject is to mimic or transcend human cognitive capacities such as reasoning, recognition, imagination, emotions, comprehension, learning and so forth. This publication comprising of 17 chapters supplies a step-by-step debut (in a chronological order) into the different contemporary computational intelligence tools utilised in technical problem solving. Machine learning algorithms such as decision trees and artificial neural networks are introduced and finally the essentials of hybrid systems can also be depicted. Academics, scientists in addition to engineers engaged in research, development and use of computational intelligence methods, machine learning and data mining could locate the thorough policy of the book valuable.