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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...
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| Publicado no: | Algorithmica |
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| Main Authors: | , , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Springer US
2017
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6438649/ https://ncbi.nlm.nih.gov/pubmed/30996504 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s00453-017-0369-2 |
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