Symbolic regression
相关论文数: 20
顶级研究者
最高引用论文
Genetic Programming with Active Data Selection
Byoung‐Tak Zhang, Dong-Yeon Cho
引用数: 34 • 1999
Machine-Made Synthesis of Stabilization System by Modified Cartesian Genetic Programming
Askhat Diveev, Elizaveta Shmalko
引用数: 33 • 2020
Constructing parsimonious analytic models for dynamic systems via symbolic regression
Erik Derner, Jiřı́ Kubalı́k, Nicola Ancona, Robert Babuška
引用数: 25 • 2020
Genetic Programming Theory and Practice V (Genetic and Evolutionary Computation)
Rick Riolo, Terence Soule, Bill Worzel
引用数: 19 • 2008
Extrapolatable Analytical Functions for Tendon Excursions and Moment Arms From Sparse Datasets
Manish U. Kurse, Hod Lipson, Francisco J. Valero‐Cuevas
引用数: 18 • 2012
Toward Physically Plausible Data-Driven Models: A Novel Neural Network Approach to Symbolic Regression
Jiřı́ Kubalı́k, Erik Derner, Robert Babuška
引用数: 17 • 2023
The LEGOLAS Kit: A low-cost robot science kit for education with symbolic regression for hypothesis discovery and validation
Logan Saar, Haotong Liang, Alex Wang, Austin McDannald, Efrain E. Rodriguez, Ichiro Takeuchi, A. Gilad Kusne
引用数: 17 • 2022
Modeling and Control of Robotic Manipulators Based on Symbolic Regression
Zhixin Zhang, Zhiyong Chen
引用数: 16 • 2021
Co-evolving an effective fitness sample
Brad Dolin, Forrest H Bennett, Eleanor Rieffel
引用数: 14 • 2002
Control Synthesis as Machine Learning Control by Symbolic Regression Methods
Elizaveta Shmalko, Askhat Diveev
引用数: 13 • 2021
Evolutional Methods for Creating Artificial Intelligence of Robotic Technical Systems
Nurbek Konyrbaev, Sabit Ibadulla, Askhat Diveev
引用数: 12 • 2019
Investigation on Evolutionary Synthesis of Movement Commands
Zuzana Komínková Oplatková, Ivan Zelinka
引用数: 12 • 2009
Genetic Programming Algorithms for Dynamic Environments
João Macedo, Ernesto Costa, Lino Marques
引用数: 10 • 2016
The Development of a Genetic Programming Method for Kinematic Robot Calibration
Uwe Dolinsky
引用数: 10 • 2001
Data-driven Construction of Symbolic Process Models for Reinforcement Learning
Erik Derner, Jiřı́ Kubalı́k, Robert Babuška
引用数: 9 • 2018
Symbolic regression and evolutionary computation in setting an optimal trajectory for a robot
Zuzana Komínková Oplatková, Ivan Zelinka
引用数: 7 • 2007
Complete Binary Variational Analytic Programming for Synthesis of Control at Dynamic Constraints
Askhat Diveev, Elizaveta Shmalko
引用数: 7 • 2017
Binary variational genetic programming for the problem of synthesis of control system
Askhat Diveev, G.I. Balandina, S.V. Konstantinov
引用数: 7 • 2017
Cartesian Genetic Programming for Synthesis of Optimal Control System
Askhat Diveev
引用数: 5 • 2020
Supplanting Neural Networks with ODEs in Evolutionary Robotics
Paul Grouchy, G.M.T. D’Eleuterio
引用数: 5 • 2010