Paper Info
Title
Comparative Study Of The Distance/Improvement Based Shade
Abstract
In this paper, a comparative study of seven variants of the Success-History based Adaptive Differential Evolution (SHADE) algorithm is presented with the aim to show the influence of improvement and distance based parameter adaptation to its performance. Seven algorithms range from improvement only based SHADE through a balanced improvement and distance based DIb_SHADE to distance only based Db_SHADE. The algorithm set is compared on the CEC2015 benchmark set, results are statistically tested, commented and possible future research directions are provided.
Year
DOI
Venue
2018
10.7148/2018-0163
32ND EUROPEAN CONFERENCE ON MODELLING AND SIMULATION (ECMS 2018)
Keywords
Field
DocType
Differential Evolution, SHADE, Db_SHADE, DIb_SHADE, Parameter Adaptation
Statistics,Mathematics
Conference
Citations 
PageRank 
References 
0
0.34
0
Authors
4
Name
Order
Citations
PageRank
Adam Viktorin12916.76
Roman Senkerik237574.92
Michal Pluhacek321747.34
Tomas Kadavy42020.97