Relieving Genetic Programming from Coefficient Learning for Symbolic Regression via Correlation and Linear Scaling-Reference-Cited by-同舟云学术

Relieving Genetic Programming from Coefficient Learning for Symbolic Regression via Correlation and Linear Scaling

Published:2023-07-12 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the Genetic and Evolutionary Computation Conference
language:
Short-container-title:

Author:

Chen Qi¹^ORCID,Xue Bing¹^ORCID,Banzhaf Wolfgang²^ORCID,Zhang Mengjie¹^ORCID

Affiliation:

1. School of Engineering and Computer Science, Victoria University of Wellington, Wellington, New Zealand

2. Michigan State University, Lansing, United States of America

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3583131.3595918

Reference30 articles.

1. Genetic programming for computational pharmacokinetics in drug discovery and development

2. Functional relations and Spearman correlation between consistency indices

3. Qi Chen, Bing Xue, and Mengjie Zhang. 2015. Generalisation and domain adaptation in GP with gradient descent for symbolic regression. In 2015 IEEE congress on evolutionary computation (CEC). IEEE, 1137--1144.

4. Improving Generalization of Genetic Programming for Symbolic Regression With Angle-Driven Geometric Semantic Operators

5. Improving Generalization of Genetic Programming for Symbolic Regression With Angle-Driven Geometric Semantic Operators

Cited by 4 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Multi-task Genetic Programming with Semantic based Crossover for Multi-output Regression;Proceedings of the Genetic and Evolutionary Computation Conference Companion;2024-07-14

2. MetaSR: A Meta-Learning Approach to Fitness Formulation for Frequency-Aware Symbolic Regression;Proceedings of the Genetic and Evolutionary Computation Conference;2024-07-14

3. Genetic Programming with Multi-Task Feature Selection for Alzheimer's Disease Diagnosis;2024 IEEE Congress on Evolutionary Computation (CEC);2024-06-30

4. A New Concordance Correlation Coefficient based Fitness Function for Genetic Programming for Symbolic Regression;2024 IEEE Congress on Evolutionary Computation (CEC);2024-06-30