Varying Variants For AncDE With MDV Between Target And Trial Vector Measurement

Abal Abas, Zuraida and Mohd Salleh, Siti Khadijah and O’Donoghue, Diarmuid and Shibghatullah, Abd Samad (2018) Varying Variants For AncDE With MDV Between Target And Trial Vector Measurement. Journal Of Telecommunication, Electronic And Computer Engineering (JTEC) , 10. pp. 155-160. ISSN 2180-1843

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Abstract

This paper compares standard Differential Evolution algorithm with AncDE,which adds a separate cache of recent ancestors that serve as an additional source of highquality genetic information.We compare the solutions produced by both DE and AncDE algorithms using benchmarks of 15 different numeric optimisation problems.Two distinct explorations are presented.The first test is distinct algorithmic variants of AncDE.The second part of this paper defines an MDV attribute and results are presented indicating some interesting differences in MDV between the DE and AncDE algorithms.Our findings indicate that ancestors can help to overcome some of the local variations in solutions quality and improve solution quality by improving population diversity.

Item Type:	Article
Uncontrolled Keywords:	Different Vector; Ancestor Archive; Ancestor Usage Probability; Ancestor Replacement Probability; Trial Vector; Donor Vector.
Subjects:	T Technology > T Technology (General) T Technology > TK Electrical engineering. Electronics Nuclear engineering
Divisions:	Faculty of Information and Communication Technology
Depositing User:	Mohd. Nazir Taib
Date Deposited:	11 Feb 2019 08:32
Last Modified:	16 Aug 2021 20:38
URI:	http://eprints.utem.edu.my/id/eprint/21636
Statistic Details:	View Download Statistic

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