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- Title
AncDE with gaussian distribution for numerical optimization problem.
- Authors
Salleh, Siti Khadijah Mohd; Asmai, Siti Azirah; Abas, Zuraida Abal; Shibghatullah, Abdul Samad; O'Donoghue, Diarmuid
- Abstract
This work is introducing an enhanced Differential Evolution (DE) called AncDE. This proposed algorithm is using an additional population from the current generation and located it as ancestor. There are two parameter controllers to manage the selection of ancestor vector; aup for selection frequency and arp for age of selection. In this work we were applying Gaussian distribution on aup and we tested it on CEC 2015 Numerical Optimization Problem. Standard Differential Evolution will act as the benchmark. The result shows that AncDE with Gaussian approach has produced better result than standard DE.
- Subjects
GAUSSIAN distribution; DIFFERENTIAL evolution
- Publication
International Journal of Advances in Intelligent Informatics, 2019, Vol 5, Issue 1, p48
- ISSN
2442-6571
- Publication type
Article
- DOI
10.26555/ijain.v5i1.258