Matches in SemOpenAlex for { <https://semopenalex.org/work/W3136158458> ?p ?o ?g. }
Showing items 1 to 63 of
63
with 100 items per page.
- W3136158458 abstract "This work uses genetic programming to explore the space of continuous optimisers, with the goal of discovering novel ways of doing optimisation. In order to keep the search space broad, the optimisers are evolved from scratch using Push, a Turing-complete, general-purpose, language. The resulting optimisers are found to be diverse, and explore their optimisation landscapes using a variety of interesting, and sometimes unusual, strategies. Significantly, when applied to problems that were not seen during training, many of the evolved optimisers generalise well, and often outperform existing optimisers. This supports the idea that novel and effective forms of optimisation can be discovered in an automated manner. This paper also shows that pools of evolved optimisers can be hybridised to further increase their generality, leading to optimisers that perform robustly over a broad variety of problem types and sizes." @default.
- W3136158458 created "2021-03-29" @default.
- W3136158458 creator A5049325379 @default.
- W3136158458 date "2021-03-22" @default.
- W3136158458 modified "2023-09-25" @default.
- W3136158458 title "Evolving Continuous Optimisers from Scratch" @default.
- W3136158458 hasPublicationYear "2021" @default.
- W3136158458 type Work @default.
- W3136158458 sameAs 3136158458 @default.
- W3136158458 citedByCount "0" @default.
- W3136158458 crossrefType "posted-content" @default.
- W3136158458 hasAuthorship W3136158458A5049325379 @default.
- W3136158458 hasConcept C110332635 @default.
- W3136158458 hasConcept C111919701 @default.
- W3136158458 hasConcept C119857082 @default.
- W3136158458 hasConcept C136197465 @default.
- W3136158458 hasConcept C154945302 @default.
- W3136158458 hasConcept C15744967 @default.
- W3136158458 hasConcept C199360897 @default.
- W3136158458 hasConcept C2778572836 @default.
- W3136158458 hasConcept C2780767217 @default.
- W3136158458 hasConcept C2781235140 @default.
- W3136158458 hasConcept C41008148 @default.
- W3136158458 hasConcept C542102704 @default.
- W3136158458 hasConceptScore W3136158458C110332635 @default.
- W3136158458 hasConceptScore W3136158458C111919701 @default.
- W3136158458 hasConceptScore W3136158458C119857082 @default.
- W3136158458 hasConceptScore W3136158458C136197465 @default.
- W3136158458 hasConceptScore W3136158458C154945302 @default.
- W3136158458 hasConceptScore W3136158458C15744967 @default.
- W3136158458 hasConceptScore W3136158458C199360897 @default.
- W3136158458 hasConceptScore W3136158458C2778572836 @default.
- W3136158458 hasConceptScore W3136158458C2780767217 @default.
- W3136158458 hasConceptScore W3136158458C2781235140 @default.
- W3136158458 hasConceptScore W3136158458C41008148 @default.
- W3136158458 hasConceptScore W3136158458C542102704 @default.
- W3136158458 hasLocation W31361584581 @default.
- W3136158458 hasOpenAccess W3136158458 @default.
- W3136158458 hasPrimaryLocation W31361584581 @default.
- W3136158458 hasRelatedWork W1480730390 @default.
- W3136158458 hasRelatedWork W1493579944 @default.
- W3136158458 hasRelatedWork W1494316446 @default.
- W3136158458 hasRelatedWork W1554094814 @default.
- W3136158458 hasRelatedWork W1973147052 @default.
- W3136158458 hasRelatedWork W2006721374 @default.
- W3136158458 hasRelatedWork W2009800145 @default.
- W3136158458 hasRelatedWork W2119657186 @default.
- W3136158458 hasRelatedWork W2236499470 @default.
- W3136158458 hasRelatedWork W2498912155 @default.
- W3136158458 hasRelatedWork W2615874234 @default.
- W3136158458 hasRelatedWork W3033963148 @default.
- W3136158458 hasRelatedWork W3047305701 @default.
- W3136158458 hasRelatedWork W3102783071 @default.
- W3136158458 hasRelatedWork W3103812225 @default.
- W3136158458 hasRelatedWork W3135263267 @default.
- W3136158458 hasRelatedWork W3159238176 @default.
- W3136158458 hasRelatedWork W3175033831 @default.
- W3136158458 hasRelatedWork W3203864068 @default.
- W3136158458 hasRelatedWork W2766927516 @default.
- W3136158458 isParatext "false" @default.
- W3136158458 isRetracted "false" @default.
- W3136158458 magId "3136158458" @default.
- W3136158458 workType "article" @default.