EAN: 9783319521558

Bilder-Quelle: shopping24.de – Sport

This book introduces readers to genetic algorithms (GAs) with an emphasis on making the concepts algorithms and applications discussed as easy to understand as possible. Further it avoids a great deal of formalisms and thus opens the subject to a broader audience in comparison to manuscripts overloaded by notations and equations.The book is divided into three parts the first of which provides an introduction to GAs starting with basic concepts like evolutionary operators and continuing with an overview of strategies for tuning and controlling parameters. In turn the second part focuses on solution space variants like multimodal constrained and multi-objective solution spaces. Lastly the third part briefly introduces theoretical tools for GAs the intersections and hybridizations with machine learning and highlights selected promising applications.

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29.03.2025 um 08:45 Uhr

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