Tree based differential evolution

CB Veenhuis - … : 12th European Conference, EuroGP 2009 Tübingen …, 2009 - Springer
… In this paper a DE-based tree discovering algorithm called Tree based Differential Evolution
(TreeDE) is … In this paper a DE-based tree discovering algorithm called Tree based

Differential evolution in the decision tree learning algorithm

SA Mitrofanov, ES Semenkin - Сибирский аэрокосмический …, 2019 - cyberleninka.ru
Differential evolution. In this paper the differential evolution method is used to optimize the
information criterion for the selected attribute. The differential evolution method is one of the …

Construction of near-optimal axis-parallel decision trees using a differential-evolution-based approach

R Rivera-Lopez, J Canul-Reich - IEEE Access, 2018 - ieeexplore.ieee.org
… In this paper, a differential-evolution-based approach implementing a global search strategy
… decision tree is introduced. In this approach, the internal nodes of a decision tree are …

Differential evolution using ancestor tree for service restoration in power distribution systems

RS Prado, RCP Silva, OM Neto, FG Guimaraes… - Applied Soft …, 2014 - Elsevier
Differential evolution with ancestor tree: DE-Tree Before we present the proposed algorithm,
the differential evolution with ancestor tree (DE-Tree… background on differential evolution for …

A differential evolution algorithm with ternary search tree for solving the three-dimensional packing problem

Y Huang, L Lai, W Li, H Wang - Information Sciences, 2022 - Elsevier
… a differential evolution algorithm with a ternary search tree model (TSTDE) to solve the 3D-CLP.
TSTDE utilizes the ternary tree … The improved differential evolution algorithm is used to …

Tree structure based differential evolution for optimization of trees and interactive evolutionary computation

R Funaki, H Takano, J Murata - 2015 54th Annual Conference …, 2015 - ieeexplore.ieee.org
… if DE is extended for tree structure optimization problems. In TSDE, difference between two
trees is defined as the set of parts that appear only in one of the two trees, and based on this, …

Information entropy-based differential evolution with extremely randomized trees and LightGBM for protein structural class prediction

Y Zhang, S Gao, P Cai, Z Lei, Y Wang - Applied Soft Computing, 2023 - Elsevier
… years, many evolutionary algorithms have been successfully applied to feature selection
problem [58], [59]. In this paper, we improve the binary differential evolution (DE) based on the …

A Differential-Evolution-based approach to extract univariate Decision Trees from black-box models using tabular data

R Rivera-López, HG Ceballos-Cancino - IEEE Access, 2024 - ieeexplore.ieee.org
… , we propose an evolutionary approach to induce univariate decision trees that accurately
… two differential evolution algorithm variants, focusing on building univariate decision trees to …

Tree-based differential evolution algorithm for QoS multicast routing

K Sun, ZQ Chen - The Journal of China Universities of Posts and …, 2011 - Elsevier
… In this paper, we have developed a differential evolution algorithm based on tree structure
scheme to solve the QoS multicast routing problem. By adopting connectivity matrix of edges …

An Experimental Comparison of Self-Adaptive Differential Evolution Algorithms to Induce Oblique Decision Trees

R Rivera-López, E Mezura-Montes… - Mathematical & …, 2024 - search.proquest.com
… To overcome these limitations, other strategies, such as those based on evolutionary … -adaptive
differential evolution variants to evolve a population of oblique decision trees encoded as …