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Nature-inspired Methods in Chemometrics: Genetic Algorithms and Artificial Neural Networks: Volume 23 on Hardback
Nature-inspired Methods in Chemometrics: Genetic Algorithms and Artificial Neural Networks: Volume 23 on Hardback
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Nature-inspired Methods in Chemometrics: Genetic Algorithms and Artificial Neural Networks: Volume 23

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Description

In recent years Genetic Algorithms (GA) and Artificial Neural Networks (ANN) have progressively increased in importance amongst the techniques routinely used in chemometrics. This book contains contributions from experts in the field is divided in two sections (GA and ANN). In each part, tutorial chapters are included in which the theoretical bases of each technique are expertly (but simply) described. These are followed by application chapters in which special emphasis will be given to the advantages of the application of GA or ANN to that specific problem, compared to classical techniques, and to the risks connected with its misuse. This book is of use to all those who are using or are interested in GA and ANN. Beginners can focus their attentions on the tutorials, whilst the most advanced readers will be more interested in looking at the applications of the techniques. It is also suitable as a reference book for students.
Release date NZ
December 3rd, 2003
Audience
  • Professional & Vocational
Contributor
  • Edited by Riccardo Leardi
Country of Publication
United Kingdom
Imprint
Elsevier Science Ltd
Pages
402
Publisher
Elsevier Science & Technology
Dimensions
165x240x19
ISBN-13
9780444513502
Product ID
7699722

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