A multi-authored and comprehensive text, Genetic Algorithms in Molecular Modeling, enables professionals in QSAR and drug design to gain a thorough understanding of genetic algorithms (GAs) which are powerful search methods based on the mechanics of natural selection and genetics. The chapters are written in a clear, concise, and didactic style, and present different examples of real-life GA applications in medicinal chemistry, pharmacology, and applied chemistry.