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paper.lof
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paper.lof
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\contentsline {figure}{\numberline {1}{\ignorespaces Regular DAE-GP Flowchart}}{10}{figure.1}%
\contentsline {figure}{\numberline {2}{\ignorespaces Pre-Trained DAE-GP Flowchart}}{12}{figure.2}%
\contentsline {figure}{\numberline {3}{\ignorespaces First Generation Median Reconstruction Error for variable number of hidden Neurons}}{16}{figure.3}%
\contentsline {figure}{\numberline {4}{\ignorespaces First Generation Median Reconstruction Error for variable number of hidden Layers}}{17}{figure.4}%
\contentsline {figure}{\numberline {5}{\ignorespaces Best Fitness over 30 Generations - Airfoil}}{18}{figure.5}%
\contentsline {figure}{\numberline {6}{\ignorespaces Best Fitness after 30 Generations - Airfoil}}{19}{figure.6}%
\contentsline {figure}{\numberline {7}{\ignorespaces Median Solution Size over 30 Generations - Airfoil}}{20}{figure.7}%
\contentsline {figure}{\numberline {8}{\ignorespaces Median Population Diversity over 30 Generations - Airfoil}}{21}{figure.8}%
\contentsline {figure}{\numberline {9}{\ignorespaces Median Number of trainable Parameters over 30 Generations - Airfoil - Dynamic adjustment of regular DAE-GP}}{22}{figure.9}%
\contentsline {figure}{\numberline {10}{\ignorespaces Median Best Fitness over 30 Generations - Airfoil - Dynamic adjustment of regular DAE-GP}}{23}{figure.10}%
\contentsline {figure}{\numberline {11}{\ignorespaces Fitness over 30 Generations - Airfoil - Single Hidden Layer}}{24}{figure.11}%
\contentsline {figure}{\numberline {12}{\ignorespaces Fitness after 30 Generations - Airfoil - Single Hidden Layer}}{25}{figure.12}%
\contentsline {figure}{\numberline {13}{\ignorespaces Best Fitness over 30 Generations - Airfoil - Alternative Pre-Training Strategies }}{26}{figure.13}%
\contentsline {figure}{\numberline {14}{\ignorespaces Best Fitness on Test Set after 30 Generations - Airfoil - Alternative Pre-Training Strategies}}{27}{figure.14}%
\contentsline {figure}{\numberline {15}{\ignorespaces Median Runtime - Airfoil}}{28}{figure.15}%
\contentsline {figure}{\numberline {16}{\ignorespaces Total Runtime Boxplot - Airfoil}}{29}{figure.16}%
\contentsline {figure}{\numberline {17}{\ignorespaces Median Number of Training Epochs per Generation - Airfoil}}{30}{figure.17}%
\contentsline {figure}{\numberline {18}{\ignorespaces Median Sampling Time per Generation - Airfoil}}{31}{figure.18}%
\contentsline {figure}{\numberline {19}{\ignorespaces Median Runtime excluding Time for Sampling - Airfoil}}{32}{figure.19}%
\contentsline {figure}{\numberline {20}{\ignorespaces Cumulative Time consumption by Function Calls (Top 20) - Airfoil}}{33}{figure.20}%
\contentsline {figure}{\numberline {21}{\ignorespaces Fitness over 30 Generations - Real World Symbolic Regression}}{34}{figure.21}%
\contentsline {figure}{\numberline {22}{\ignorespaces Fitness after 30 Generations - Real World Symbolic Regression}}{36}{figure.22}%
\contentsline {figure}{\numberline {23}{\ignorespaces Size of the best Solution over 30 Generations - Real World Symbolic Regression}}{37}{figure.23}%
\contentsline {figure}{\numberline {24}{\ignorespaces Population Diversity over 30 Generations - Real World Symbolic Regression}}{38}{figure.24}%
\contentsline {figure}{\numberline {25}{\ignorespaces Training Epochs over 30 Generations - Real World Symbolic Regression}}{40}{figure.25}%