Karlsruhe Institute of TechnologyKarlsruhe Institute of Technology
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Course

Vorlesung Introduction to Neural Networks and Genetic Algorithms

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Semester:Summer Term 2025
Lecturer:Prof. Dr. Andreas Geyer-Schulz;
Appointment:Dienstag 15:45 - 17:15
Location:Gebäude 05.20 (Kronenplatz), Raum 1C-01
SWS:2

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Content

ILIAS

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Course dates

Time Content
04/22/2025, 15:45 - 17:15
04/29/2025, 15:45 - 17:15
05/06/2025, 15:45 - 17:15
05/07/2025, 11:30 - 13:00
05/20/2025, 15:45 - 17:15
05/21/2025, 11:30 - 13:00
05/27/2025, 15:45 - 17:15
06/03/2025, 15:45 - 17:15
06/17/2025, 15:45 - 17:15
06/24/2025, 15:45 - 17:15
07/01/2025, 15:45 - 17:15
07/15/2025, 15:45 - 17:15
07/22/2025, 15:45 - 17:15
07/29/2025, 15:45 - 17:15


Course material

Content Author
Introduction to Neural Networks and Genetic Algorithms. Learning in Nature Geyer-Schulz, Andreas
Foundations of Neural Networks Geyer-Schulz, Andreas
Foundations of Neural Networks: Regularization Geyer-Schulz, Andreas
Foundations of Simple Genetic Algorithms Geyer-Schulz, Andreas
Analysis of Binary Coded Genetic Algorithms Geyer-Schulz, Andreas
The Genetic Algorithm as Function Optimizer Geyer-Schulz, Andreas
Variants of Genetic Algorithms Geyer-Schulz, Andreas
Reflection for GAs and EAS Geyer-Schulz, Andreas
Old Examinations Geyer-Schulz, Andreas
xegaX: A Family of R-Packages for Genetic and Evolutionary Algorithms with Multiple Genome Representations (Draft) Geyer-Schulz, Andreas
Introduction to R Geyer-Schulz, Andreas