2 papers
eess.SY2020
Toolbox for Discovering Dynamic System Relations via TAG Guided Genetic Programming
Stefan-Cristian Nechita, Roland Toth, Dhruv Khandelwal +1
Data-driven modeling of nonlinear dynamical systems often require an expert user to take critical decisions a priori to the identification procedure. Recently an automated strategy…
eess.SY2020
A Tree Adjoining Grammar Representation for Models Of Stochastic Dynamical Systems
Dhruv Khandelwal, Maarten Schoukens, Roland Tóth
Model structure and complexity selection remains a challenging problem in system identification, especially for parametric non-linear models. Many Evolutionary Algorithm (EA) based…