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Differential evolution: competitive setting of control parameters ⋆.
| Content Provider | CiteSeerX |
|---|---|
| Author | Tvrdík, Josef |
| Abstract | Abstract. This paper is focused on the adaptation of control parameters in differential evolution. The competition of different control parameter settings was proposed in order to ensure the selfadaptation of parameters within the search process. Several variants of such algorithm were tested on six functions at four levels of search-space dimension. This competitive differential evolution proved to be more reliable and less time-consuming than the standard differential evolution. The competitive differential evolution also outperformed other algorithms that were tested. 1 |
| File Format | |
| Access Restriction | Open |
| Subject Keyword | Competitive Setting Control Parameter Different Control Parameter Setting Several Variant Differential Evolution Competitive Differential Evolution Search Process Search-space Dimension Standard Differential Evolution |
| Content Type | Text |
| Resource Type | Article |