Fast Modeling Methods for Complex System with Separable Features

no code implementations • 5 Aug 2017 • Chen Chen, Changtong Luo, Zonglin Jiang

In this paper, we analyze different types of separability of some real-world engineering equations and establish a mathematical model of generalized separable system (GS system).

A divide and conquer method for symbolic regression

no code implementations • 23 May 2017 • Changtong Luo, Chen Chen, Zonglin Jiang

This feature motivated us to develop a new method, divide and conquer (D&C), for symbolic regression, in which the target function is divided into a number of sub-functions and the sub-functions are then determined by any of a GP algorithm.

regression Symbolic Regression

Block building programming for symbolic regression

no code implementations • 22 May 2017 • Chen Chen, Changtong Luo, Zonglin Jiang

Symbolic regression that aims to detect underlying data-driven models has become increasingly important for industrial data analysis.

Computational Efficiency regression +1

Elite Bases Regression: A Real-time Algorithm for Symbolic Regression

no code implementations • 24 Apr 2017 • Chen Chen, Changtong Luo, Zonglin Jiang

In this paper, a new non-evolutionary real-time algorithm for symbolic regression, Elite Bases Regression (EBR), is proposed.

regression Symbolic Regression