Intelligent Problem Solving. Methodologies and Approaches

Intelligent Problem Solving. Methodologies and Approaches
Author :
Publisher : Springer
Total Pages : 785
Release :
ISBN-10 : 9783540450498
ISBN-13 : 3540450491
Rating : 4/5 (491 Downloads)

Book Synopsis Intelligent Problem Solving. Methodologies and Approaches by : Rasiah Logananthara

Download or read book Intelligent Problem Solving. Methodologies and Approaches written by Rasiah Logananthara and published by Springer. This book was released on 2003-07-31 with total page 785 pages. Available in PDF, EPUB and Kindle. Book excerpt: The focus of the papers presented in these proceedings is on employing various methodologies and approaches for solving real-life problems. Although the mechanisms that the human brain employs to solve problems are not yet completely known, we do have good insight into the functional processing performed by the human mind. On the basis of the understanding of these natural processes, scientists in the field of applied intelligence have developed multiple types of artificial processes, and have employed them successfully in solving real-life problems. The types of approaches used to solve problems are dependant on both the nature of the problem and the expected outcome. While knowledge-based systems are useful for solving problems in well-understood domains with relatively stable environments, the approach may fail when the domain knowledge is either not very well understood or changing rapidly. The techniques of data discovery through data mining will help to alleviate some problems faced by knowledge-based approaches to solving problems in such domains. Research and development in the area of artificial intelligence are influenced by opportunity, needs, and the availability of resources. The rapid advancement of Internet technology and the trend of increasing bandwidths provide an opportunity and a need for intelligent information processing, thus creating an excellent opportunity for agent-based computations and learning. Over 40% of the papers appearing in the conference proceedings focus on the area of machine learning and intelligent agents - clear evidence of growing interest in this area.


Intelligent Problem Solving. Methodologies and Approaches Related Books

Intelligent Problem Solving. Methodologies and Approaches
Language: en
Pages: 785
Authors: Rasiah Logananthara
Categories: Computers
Type: BOOK - Published: 2003-07-31 - Publisher: Springer

DOWNLOAD EBOOK

The focus of the papers presented in these proceedings is on employing various methodologies and approaches for solving real-life problems. Although the mechani
Artificial Intelligence for Advanced Problem Solving Techniques
Language: en
Pages: 388
Authors: Vlahavas, Ioannis
Categories: Education
Type: BOOK - Published: 2008-01-31 - Publisher: IGI Global

DOWNLOAD EBOOK

One of the most important functions of artificial intelligence, automated problem solving, consists mainly of the development of software systems designed to fi
Intelligent Problem Solving. Methodologies and Approaches
Language: en
Pages: 754
Authors: Rasiah Logananthara
Categories: Computers
Type: BOOK - Published: 2000-06-07 - Publisher: Springer

DOWNLOAD EBOOK

The focus of the papers presented in these proceedings is on employing various methodologies and approaches for solving real-life problems. Although the mechani
Machine Learning Algorithms for Problem Solving in Computational Applications: Intelligent Techniques
Language: en
Pages: 464
Authors: Kulkarni, Siddhivinayak
Categories: Computers
Type: BOOK - Published: 2012-06-30 - Publisher: IGI Global

DOWNLOAD EBOOK

Machine learning is an emerging area of computer science that deals with the design and development of new algorithms based on various types of data. Machine Le
Artificial Intelligence and Problem Solving
Language: en
Pages: 343
Authors: Danny Kopec
Categories: Computers
Type: BOOK - Published: 2016-06-09 - Publisher: Mercury Learning and Information

DOWNLOAD EBOOK

This book lends insight into solving some well-known AI problems using the most efficient problem-solving methods by humans and computers. The book discusses th