Nature-inspired methods in chemometrics: genetic algorithms and artificial neural networks, Volume 23 (Data Handling in Science and Technology)
|
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.
- Subject matter is steadily increasing in importance - Comparison of Genetic Algorithms (GA) and Artificial Neural Networks (ANN) with the classical techniques - Suitable for both beginners and advanced researchers |
Other books on Artificial Intelligence
Tools and Applications with Artificial Intelligence (Studies in Computational Intelligence) Bio-Inspired Artificial Intelligence: Theories, Methods, and Technologies (Intelligent Robotics and Autonomous Agents) Robust Intelligent Systems Pattern Recognition, Second Edition Pattern Recognition Technologies and Applications: Recent Advances Automatic Speech Recognition on Mobile Devices and over Communication Networks (Advances in Pattern Recognition) Artificial Intelligence for Advanced Problem Solving Techniques Adaptive Web Sites: A Knowledge Extraction from Web Data Approach - Volume 170 Frontiers in Artificial Intelligence and Applications 50 Years of Artificial Intelligence: Essays Dedicated to the 50th Anniversary of Artificial Intelligence (Lecture Notes in Computer Science) Fundamentals of the New Artificial Intelligence: Neural, Evolutionary, Fuzzy and More (Texts in Computer Science) Progress in Pattern Recognition, Image Analysis and Applications: 12th Iberoamerican Congress on Pattern Recognition, CIARP 2007,Valpariso, Chile, November ... (Lecture Notes in Computer Science) Current Topics in Artificial Intelligence: 12th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2007, Salamanca, Spain, November ... Papers (Lecture Notes in Computer Science) Expert Systems in Chemistry Research Toward Artificial Sapience: Principles and Methods for Wise Systems Biologically Inspired Artificial Intelligence for Computer Games
|
|