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How to Escape Local Optima in Black Box Optimisation: When Non-elitism Outperforms Elitism
Escaping local optima is one of the major obstacles to function optimisation. Using the metaphor of a fitness landscape, local optima correspond to hills separated by fitness valleys that have to be overcome. We define a class of fitness valleys of tunable difficulty by considering their length, rep...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Springer US
2017
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6438649/ https://www.ncbi.nlm.nih.gov/pubmed/30996504 http://dx.doi.org/10.1007/s00453-017-0369-2 |