[share_ebook] Artificial Intelligence and Soft Computing: Behavioral and Cognitive Modeling of the Human Brain

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• Author: Amit Konar

Artificial Intelligence and Soft Computing: Behavioral and Cognitive Modeling of the Human Brain

 

Amit Konar

 

 

The book covers 24 chapters altogether. It starts with the behavioral perspective of the ‘human cognition’ and covers in detail the tools and techniques required for its intelligent realization on machines. The classical chapters on search, symbolic logic, planning and machine learning have been covered in sufficient details, including the latest research in the subject. The modern aspects of soft computing have been introduced from the first principles and discussed in a semi-informal manner, so that a beginner of the subject is able to grasp it with minimal effort. Besides soft computing, the other leading aspects of current AI research covered in the book include nonmonotonic and spatio-temporal reasoning, knowledge acquisition, verification, validation and maintenance issues, realization of cognition on machines and the architecture of AI machines. The book ends with two case studies: one on ‘criminal investigation’ and the other on ‘navigational planning of robots,’ where the main emphasis is given on the realization of intelligent systems using the methodologies covered in the book.

 

http://rapidshare.com/files/117877122/book47.rar

 

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