1. Another evolution of generalized differential evolution: variable number of dimensions.
- Author
-
Marek, Martin and Kadlec, Petr
- Subjects
- *
LINEAR antenna arrays , *BENCHMARK problems (Computer science) , *ALGORITHMS , *ANTENNA design , *DIFFERENTIAL evolution - Abstract
The article proposes a multi-objective optimization method called Generalized Differential Evolution (GDE3) for a Variable Number of Dimensions (VND). The well-known generalized differential evolution is adapted to handle problems where the number of decision space variables is not a priori known. The performance of the method is assessed on a set of benchmark problems based on standard multi-objective test cases modified to depend on the number of decision space variables. Experimental results include a study of the setting of controlling parameters and a comparison with the state-of-the-art Variable-Length GDE3 (VLGDE3) algorithm. Finally, the novel approach is compared to the standard approach in a linear antenna array design problem. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF