Lecture Notes in Artificial Intelligence

Intelligent Problem Solving. Methodologies and Approaches

13th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2000 New Orleans, Louisiana, USA, June 19-22, 2000 Proceedings

Editors: Logananthara, Rasiah, Palm, Günther, Ali, Moonis (Eds.)

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About this book

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.

Table of contents (15 chapters)

  • Multisensor Data Fusion

    Pramod K. Varshney

    Pages 1-3

  • The Use of AI Methods for Evaluating Condition Dependent Dynamic Models of Vehicle Brake Squeal

    Simon Feraday, Chris Harris, Kihong Shin, Mike Brennan, Malcolm Lindsay

    Pages 46-55

  • A Simulation-Based Procedure for Expert System Evaluation

    Chunsheng Yang, Kuniji Kose, Sieu Phan, Pikuei Kuo

    Pages 149-160

  • Expert Systems and Mathematical Optimization Approaches on Physical Layout Optimization Problems

    Julio C. G. Pimentel, Yosef Gavriel, Éber A. Schmitz

    Pages 168-173

  • Design and Development of Autonomous Intelligence Smart Sensors

    R. Kolluru, R. Loganantharaj, S. Smith, P. Bayyapu, G. LaBauve, James Spencer, Jeffery Hooker, Steve Simmons, T Hebert

    Pages 306-315

Buy this book

eBook $139.00
price for USA (gross)
  • ISBN 978-3-540-45049-8
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $179.00
price for USA
  • ISBN 978-3-540-67689-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Intelligent Problem Solving. Methodologies and Approaches
Book Subtitle
13th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2000 New Orleans, Louisiana, USA, June 19-22, 2000 Proceedings
Editors
  • Rasiah Logananthara
  • Günther Palm
  • Moonis Ali
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
1821
Copyright
2000
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-45049-8
DOI
10.1007/3-540-45049-1
Softcover ISBN
978-3-540-67689-8
Edition Number
1
Number of Pages
XVII, 754
Topics