Advanced Information and Knowledge Processing

Information Processing with Evolutionary Algorithms

From Industrial Applications to Academic Speculations

Editors: Grana, M., Duro, R.J., d'Anjou, A., Wang, P.P. (Eds.)

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About this book

The last decade of the 20th century has witnessed a surge of interest in num- ical, computation-intensive approaches to information processing. The lines that draw the boundaries among statistics, optimization, arti cial intelligence and information processing are disappearing, and it is not uncommon to nd well-founded and sophisticated mathematical approaches in application - mains traditionally associated with ad-hoc programming. Heuristics has - come a branch of optimization and statistics. Clustering is applied to analyze soft data and to provide fast indexing in the World Wide Web. Non-trivial matrix algebra is at the heart of the last advances in computer vision. The breakthrough impulse was, apparently, due to the rise of the interest in arti cial neural networks, after its rediscovery in the late 1980s. Disguised as ANN, numerical and statistical methods made an appearance in the - formation processing scene, and others followed. A key component in many intelligent computational processing is the search for an optimal value of some function. Sometimes, this function is not evident and it must be made explicit in order to formulate the problem as an optimization problem. The search - ten takes place in high-dimensional spaces that can be either discrete, or c- tinuous or mixed. The shape of the high-dimensional surface that corresponds to the optimized function is usually very complex. Evolutionary algorithms are increasingly being applied to information processing applications that require any kind of optimization.

Table of contents (20 chapters)

Table of contents (20 chapters)
  • Adaptive Business Intelligence Based on Evolution Strategies: Some Application Examples of Self-Adaptive Software

    Pages 1-9

    Bäck, T.

  • Extending the Boundaries of Design Optimization by Integrating Fast Optimization Techniques with Machine Code Based, Linear Genetic Programming

    Pages 11-30

    Deschaine, L. M. (et al.)

  • Evolutionary Optimization of Approximating Triangulations for Surface Reconstruction from Unstructured 3D Data

    Pages 31-44

    Weinert, K. (et al.)

  • An Evolutionary Algorithm Based on Morphological Associative Memories for Endmember Selection in Hyperspectral Images

    Pages 45-59

    Graña, M. (et al.)

  • On a Gradient-based Evolution Strategy for Parametric Illumination Correction

    Pages 61-72

    Fernández, Elsa (et al.)

Buy this book

eBook $149.00
price for USA in USD
  • ISBN 978-1-84628-117-4
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $199.99
price for USA in USD
  • ISBN 978-1-85233-866-4
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
Softcover $189.00
price for USA in USD
  • ISBN 978-1-84996-937-6
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
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Bibliographic Information

Bibliographic Information
Book Title
Information Processing with Evolutionary Algorithms
Book Subtitle
From Industrial Applications to Academic Speculations
Editors
  • Manuel Grana
  • Richard J. Duro
  • Alicia d'Anjou
  • Paul P. Wang
Series Title
Advanced Information and Knowledge Processing
Copyright
2005
Publisher
Springer-Verlag London
Copyright Holder
Springer-Verlag London
eBook ISBN
978-1-84628-117-4
DOI
10.1007/b138854
Hardcover ISBN
978-1-85233-866-4
Softcover ISBN
978-1-84996-937-6
Series ISSN
1610-3947
Edition Number
1
Number of Pages
XVIII, 334
Number of Illustrations
137 b/w illustrations
Topics