Table of Contents: Genetic algorithms in molecular modeling /

Corporate Author:	International Workshop on Neural Networks and Genetic Algorithms Applied to QSAR and Drug Design
Other Authors:	Devillers, James,
Format:	Book
Language:	English
Published:	London ; San Diego : Academic Press, ©1996.
Series:	Principles of QSAR and drug design ; 1
Subjects:	Genetic algorithms. Evolutionary programming (Computer science) Combinatorial optimization. Molecules > Models. QSAR (Biochemistry) Drug Design. Algorithms. Computer-Aided Design. Models, Molecular. Structure-Activity Relationship. MEDICAL > Drug Guides. MEDICAL > Pharmacology. MEDICAL > Pharmacy. MEDICAL > Nursing > Pharmacology. Geneesmiddelen. Synthese (chemie) Genetische algoritmen. QSAR. Molecular design. Modellen. Quimica farmaceutica. Bioquimica.
Online Access:	http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=210371

Table of Contents:

Genetic Algorithms in Computer-Aided Molecular Design. An Overviewe of Genetic Methods. Genetic Algorithms in Feature Selection. Some Theory and Examples of Genetic Function Approximation with Comparision to Evolutionary Techniques. Genetic Partial Least Squares in QSAR. Application of Genetic Algorithms to the General QSAR Problem and to Guiding Molecular Diversity Experiments. Prediction of the Progesterone Receptor Binding of Steroids Using a Combination of Genetic Algorithms and Neural Networks. Genetically Evolved Receptor Models (GERM): A Procedure for Construction of Atomic-Level Receptor Site Models in the Absence of a Receptor Crystal Structure. Genetic Algorithms for Chemical Structure Handling and Molecular Recognition. Genetic Selection of Aromatic Substituents for Designing Test Series. Computer-Aided Molecular Design Using Nerual Networks and Genetic Algorithms. Designing Biodegradable Molecules from the Combined Use of a Backpropagation Neural Network and a Genetic Algorithm.