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Genetic algorithms in molecular modeling [electronic resource]

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Genetic Algorithms in Molecular Modeling is the first book available on the use of genetic algorithms in molecular design. This volume marks the beginning of an ew series of books, Principles in Qsar and Drug Design, which will be an indispensible reference for students and professionals involved in medicinal chemistry, pharmacology, (eco)toxicology, and agrochemistry. Each comprehensive chapter is written by a distinguished researcher in the field.Through its up to the minute content, extensive bibliography, and essential information on software availability, this book leads the reader fr

Title Genetic algorithms in molecular modeling [electronic resource] / edited by James Devillers.
Publisher London : Academic Press
Creation Date c1996
Notes Description based upon print version of record.
Includes bibliographical references and index.
English
Content Front Cover
Genetic Algorithms in Molecular Modeling
Copyrigh Page
Contents
Contributors
Preface
Chapter 1. Genetic Algorithms in Computer-Aided Molecular Design
Chapter 2. An Overview of Genetic Methods
Chapter 3. Genetic Algorithms in Feature Selection
Chapter 4. Some Theory and Examples of Genetic Function Approximation with Comparison to Evolutionary Techniques
Chapter 5. Genetic Partial Least Squares in QSAR
Chapter 6. Application of Genetic Algorithms to the General QSAR Problem and to Guiding Molecular Diversity Experiments
Chapter 7. Prediction of the Progesterone Receptor Binding of Steroids Using a Combination of Genetic Algorithms and Neural NetworksChapter 8. Genetically Evolved Receptor Models (GERM): A Procedure for Construction of Atomic-Level Receptor Site Models in the Absence of a Receptor Crystal Structure
Chapter 9. Genetic Algorithms for Chemical Structure Handling an d Molecular Recognition
Chapter 10. Genetic Selection of Aromatic Substituents for Designing Test Series
Chapter 11. Computer-Aided Molecular Design Using Neural Networks and Genetic Algorithms
Chapter 12. Designing Biodegradable Molecules from the Combined Us e of a Backpropagation Neural Network and a Genetic AlgorithmAnnexe
Index
Color Plate Section
Series Principles of QSAR and drug design
1
Extent 1 online resource (345 p.)
Language English
National Library system number 997010710680105171
MARC RECORDS
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