1. Enhanced Variants of IDE Algorithm.
- Author
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Bujok, Petr
- Subjects
- *
DIFFERENTIAL evolution , *COMPUTER algorithms , *COMPUTER software , *MATHEMATICAL optimization , *ALGORITHMS - Abstract
The performance of a new mechanism applied on a differential evolution algorithm with an individual-dependent mechanism (IDE) is studied experimentally. Three new IDE variants are proposed and compared with the original IDE variant. The performance of all studied algorithms was compared on each problem of CEC 2015 test suite. The newly proposed IDE variants mostly outperformed the original IDE variant significantly. The results show that the best results are for the newly proposed IDE variant with an enhanced mutation scheme and IDE with the control of the population diversity. [ABSTRACT FROM AUTHOR]
- Published
- 2017
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