Michal Pluháček

Synthetic objective function to improve the performance of DE – Initial study

2017 · AIP conference proceedings

In this initial study, the idea of synthesizing objective function during the evolution process is tested for the improvement of optimization performance of Differential Evolution (DE) algorithm. Since many of the real world problems require …

Performance comparison of differential evolution driving analytic programming for regression

2017

This research deals with the hybridization of symbolic regression open framework, which is Analytical Programming (AP) and Differential Evolution (DE) algorithm in the task of time series regression. This paper provides a closer insight into …