Using Artificial Intelligence in Chemistry and Biology: A Practical Guide

Front Cover
CRC Press, May 5, 2008 - Science - 360 pages
Possessing great potential power for gathering and managing data in chemistry, biology, and other sciences, Artificial Intelligence (AI) methods are prompting increased exploration into the most effective areas for implementation. A comprehensive resource documenting the current state-of-the-science and future directions of the field is required to
 

Contents

Chapter 1 Artificial Intelligence
1
Chapter 2 Artificial Neural Networks
9
Chapter 3 SelfOrganizing Maps
51
Chapter 4 Growing Cell Structures
95
Chapter 5 Evolutionary Algorithms
113
Chapter 6 Cellular Automata
173
Chapter 7 Expert Systems
203
Chapter 8 Fuzzy Logic
237
Chapter 9 Learning Classifier Systems
263
Chapter 10 Evolvable Developmental Systems
289
Index
329
Back cover
341
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