Clustering Analysis of the Population in Db_SHADE Algorithm

Clustering Analysis of the Population in Db_SHADE Algorithm

This paper provides an analysis of the population clustering in a novel Success-History based Adaptive Differential Evolution algorithm with Distance based adaptation (Db_SHADE) in order to analyze the exploration and exploitation abilities of the algorithm. The comparison with the original SHADE al...

Full description

Bibliographic Details
Main Authors: Adam Viktorin, Roman Senkerik, Michal Pluhacek, Tomas Kadavy
Format: Article
Language:English
Published: Brno University of Technology 2018-06-01
Series:Mendel
Subjects:
Distance based parameter adaptation
SHADE
Differential evolution
DBSCAN
Online Access:https://mendel-journal.org/index.php/mendel/article/view/13

Similar Items

Similar Items