Picture for Lukas Kammerer

Lukas Kammerer

The Inefficiency of Genetic Programming for Symbolic Regression -- Extended Version

Add code
Apr 26, 2024
Figure 1 for The Inefficiency of Genetic Programming for Symbolic Regression -- Extended Version
Figure 2 for The Inefficiency of Genetic Programming for Symbolic Regression -- Extended Version
Figure 3 for The Inefficiency of Genetic Programming for Symbolic Regression -- Extended Version
Figure 4 for The Inefficiency of Genetic Programming for Symbolic Regression -- Extended Version
Viaarxiv icon

A precise symbolic emulator of the linear matter power spectrum

Add code
Nov 27, 2023
Viaarxiv icon

Symbolic Regression with Fast Function Extraction and Nonlinear Least Squares Optimization

Add code
Sep 20, 2022
Figure 1 for Symbolic Regression with Fast Function Extraction and Nonlinear Least Squares Optimization
Figure 2 for Symbolic Regression with Fast Function Extraction and Nonlinear Least Squares Optimization
Figure 3 for Symbolic Regression with Fast Function Extraction and Nonlinear Least Squares Optimization
Figure 4 for Symbolic Regression with Fast Function Extraction and Nonlinear Least Squares Optimization
Viaarxiv icon

Cluster Analysis of a Symbolic Regression Search Space

Add code
Sep 28, 2021
Figure 1 for Cluster Analysis of a Symbolic Regression Search Space
Figure 2 for Cluster Analysis of a Symbolic Regression Search Space
Figure 3 for Cluster Analysis of a Symbolic Regression Search Space
Figure 4 for Cluster Analysis of a Symbolic Regression Search Space
Viaarxiv icon

Symbolic Regression by Exhaustive Search: Reducing the Search Space Using Syntactical Constraints and Efficient Semantic Structure Deduplication

Add code
Sep 28, 2021
Figure 1 for Symbolic Regression by Exhaustive Search: Reducing the Search Space Using Syntactical Constraints and Efficient Semantic Structure Deduplication
Figure 2 for Symbolic Regression by Exhaustive Search: Reducing the Search Space Using Syntactical Constraints and Efficient Semantic Structure Deduplication
Figure 3 for Symbolic Regression by Exhaustive Search: Reducing the Search Space Using Syntactical Constraints and Efficient Semantic Structure Deduplication
Figure 4 for Symbolic Regression by Exhaustive Search: Reducing the Search Space Using Syntactical Constraints and Efficient Semantic Structure Deduplication
Viaarxiv icon

Data Aggregation for Reducing Training Data in Symbolic Regression

Add code
Aug 24, 2021
Figure 1 for Data Aggregation for Reducing Training Data in Symbolic Regression
Figure 2 for Data Aggregation for Reducing Training Data in Symbolic Regression
Figure 3 for Data Aggregation for Reducing Training Data in Symbolic Regression
Figure 4 for Data Aggregation for Reducing Training Data in Symbolic Regression
Viaarxiv icon

Hash-Based Tree Similarity and Simplification in Genetic Programming for Symbolic Regression

Add code
Jul 22, 2021
Figure 1 for Hash-Based Tree Similarity and Simplification in Genetic Programming for Symbolic Regression
Figure 2 for Hash-Based Tree Similarity and Simplification in Genetic Programming for Symbolic Regression
Figure 3 for Hash-Based Tree Similarity and Simplification in Genetic Programming for Symbolic Regression
Figure 4 for Hash-Based Tree Similarity and Simplification in Genetic Programming for Symbolic Regression
Viaarxiv icon

Identification of Dynamical Systems using Symbolic Regression

Add code
Jul 06, 2021
Figure 1 for Identification of Dynamical Systems using Symbolic Regression
Figure 2 for Identification of Dynamical Systems using Symbolic Regression
Figure 3 for Identification of Dynamical Systems using Symbolic Regression
Figure 4 for Identification of Dynamical Systems using Symbolic Regression
Viaarxiv icon