Studies in Computational Intelligence

Genetic Algorithms for Applied CAD Problems

Authors: Kureichik, V.M., Malioukov, S.P., Kureichik, V.V., Malioukov, A.S.

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  • Presents important applications of Genetic Algorithms for CAD Problems

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About this book

The development of intellectual systems connecting the human brain and computer technologies represents one of the most important problems of the 21st century. Therefore analytical methods of data mining of computer databases are being developed. Intellectual behavior of technical objects as well as the biological ones is defined by their structure, architecture and general organization first of all. Purposeful direction can be defined as intellectual behavior. It consists in finding the best ways to obtain some purpose by means of trial-and-error and study methods. These purposes are different for each category but all of them suppose the control object adaptation to unpredictable changes of their characteristics in time. The intellectual behavior of technical objects can be defined as simulation of some important functions of biological systems.

New perspective technologies of genetic search and evolution simulation represent the kernel of this book. The authors wanted to show how these technologies are used for practical problems solution. This monograph is devoted to specialists of CAD, intellectual information technologies in science, biology, economics, sociology and others. It may be used by post-graduate students and students of specialties connected to the systems theory and system analysis methods, information science, optimization methods, operations investigation and solution-making.

Chairman of the Applied Mathematics and Information Science Department of Power Engineering Institute, (Technical University), Moscow, Russia.
Doctor of Science, Professor A. P. Eremeev

Table of contents (5 chapters)

Table of contents (5 chapters)
  • General Questions of Automated Design and Engineering

    Pages 1-22

    Kureichik, Viktor M. (et al.)

  • Evolutionary Models of Decision Making

    Pages 23-114

    Kureichik, Viktor M. (et al.)

  • Algorithms and Models of ECE Module Connections Routing

    Pages 115-191

    Kureichik, Viktor M. (et al.)

  • Development of Genetic Algorithms for Finding Optimal Magnetic Head Parameters and Characteristics

    Pages 193-210

    Kureichik, Viktor M. (et al.)

  • Experimental Investigation of Algorithms Developed

    Pages 211-223

    Kureichik, Viktor M. (et al.)

Buy this book

eBook $119.00
price for USA (gross)
  • ISBN 978-3-540-85281-0
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $159.99
price for USA
  • ISBN 978-3-540-85280-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $159.99
price for USA
  • ISBN 978-3-642-24257-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.

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Bibliographic Information

Bibliographic Information
Book Title
Genetic Algorithms for Applied CAD Problems
Authors
Series Title
Studies in Computational Intelligence
Series Volume
212
Copyright
2009
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-85281-0
DOI
10.1007/978-3-540-85281-0
Hardcover ISBN
978-3-540-85280-3
Softcover ISBN
978-3-642-24257-1
Series ISSN
1860-949X
Edition Number
1
Number of Pages
XVII, 236
Topics