Matches in SemOpenAlex for { <https://semopenalex.org/work/W2950556570> ?p ?o ?g. }
- W2950556570 abstract "Although researchers often comment on the rising popularity of nature-inspired meta-heuristics (NIM), there has been a paucity of data to directly support the claim that NIM are growing in prominence compared to other optimization techniques. This study presents evidence that the use of NIM is not only growing, but indeed appears to have surpassed mathematical optimization techniques (MOT) in several important metrics related to academic research activity (publication frequency) and commercial activity (patenting frequency). Motivated by these findings, this article discusses some of the possible origins of this growing popularity. I review different explanations for NIM popularity and discuss why some of these arguments remain unsatisfying. I argue that a compelling and comprehensive explanation should directly account for the manner in which most NIM success has actually been achieved, e.g. through hybridization and customization to different problem environments. By taking a problem lifecycle perspective, this paper offers a fresh look at the hypothesis that nature-inspired meta-heuristics derive much of their utility from being flexible. I discuss global trends within the business environments where optimization algorithms are applied and I speculate that highly flexible algorithm frameworks could become increasingly popular within our diverse and rapidly changing world." @default.
- W2950556570 created "2019-06-27" @default.
- W2950556570 creator A5021778278 @default.
- W2950556570 date "2009-07-02" @default.
- W2950556570 modified "2023-09-27" @default.
- W2950556570 title "Survival of the flexible: explaining the recent dominance of nature-inspired optimization within a rapidly evolving world" @default.
- W2950556570 cites W1492662576 @default.
- W2950556570 cites W1497256448 @default.
- W2950556570 cites W1508207006 @default.
- W2950556570 cites W1508217581 @default.
- W2950556570 cites W1512383952 @default.
- W2950556570 cites W1530355154 @default.
- W2950556570 cites W1562033737 @default.
- W2950556570 cites W1564034019 @default.
- W2950556570 cites W1564372824 @default.
- W2950556570 cites W1568834902 @default.
- W2950556570 cites W1572130003 @default.
- W2950556570 cites W1651298197 @default.
- W2950556570 cites W1796777149 @default.
- W2950556570 cites W1968406201 @default.
- W2950556570 cites W1981241191 @default.
- W2950556570 cites W1982583288 @default.
- W2950556570 cites W1997376466 @default.
- W2950556570 cites W2008620264 @default.
- W2950556570 cites W2010842384 @default.
- W2950556570 cites W2050706463 @default.
- W2950556570 cites W2053385053 @default.
- W2950556570 cites W2055308071 @default.
- W2950556570 cites W2060821385 @default.
- W2950556570 cites W2069391625 @default.
- W2950556570 cites W2077738322 @default.
- W2950556570 cites W2080538795 @default.
- W2950556570 cites W2084666736 @default.
- W2950556570 cites W2099551325 @default.
- W2950556570 cites W2102287935 @default.
- W2950556570 cites W2105217850 @default.
- W2950556570 cites W2105557836 @default.
- W2950556570 cites W2110538866 @default.
- W2950556570 cites W2111368118 @default.
- W2950556570 cites W2112383038 @default.
- W2950556570 cites W2112665591 @default.
- W2950556570 cites W2119396705 @default.
- W2950556570 cites W2120765535 @default.
- W2950556570 cites W2140438336 @default.
- W2950556570 cites W2142183404 @default.
- W2950556570 cites W2148962857 @default.
- W2950556570 cites W2151554678 @default.
- W2950556570 cites W2156106639 @default.
- W2950556570 cites W2169667133 @default.
- W2950556570 cites W2769248301 @default.
- W2950556570 cites W3023540311 @default.
- W2950556570 hasPublicationYear "2009" @default.
- W2950556570 type Work @default.
- W2950556570 sameAs 2950556570 @default.
- W2950556570 citedByCount "0" @default.
- W2950556570 crossrefType "posted-content" @default.
- W2950556570 hasAuthorship W2950556570A5021778278 @default.
- W2950556570 hasConcept C104317684 @default.
- W2950556570 hasConcept C111919701 @default.
- W2950556570 hasConcept C12713177 @default.
- W2950556570 hasConcept C127705205 @default.
- W2950556570 hasConcept C136764020 @default.
- W2950556570 hasConcept C151913843 @default.
- W2950556570 hasConcept C154945302 @default.
- W2950556570 hasConcept C15744967 @default.
- W2950556570 hasConcept C162324750 @default.
- W2950556570 hasConcept C183003079 @default.
- W2950556570 hasConcept C185592680 @default.
- W2950556570 hasConcept C2522767166 @default.
- W2950556570 hasConcept C2780586970 @default.
- W2950556570 hasConcept C41008148 @default.
- W2950556570 hasConcept C539667460 @default.
- W2950556570 hasConcept C55493867 @default.
- W2950556570 hasConcept C77805123 @default.
- W2950556570 hasConceptScore W2950556570C104317684 @default.
- W2950556570 hasConceptScore W2950556570C111919701 @default.
- W2950556570 hasConceptScore W2950556570C12713177 @default.
- W2950556570 hasConceptScore W2950556570C127705205 @default.
- W2950556570 hasConceptScore W2950556570C136764020 @default.
- W2950556570 hasConceptScore W2950556570C151913843 @default.
- W2950556570 hasConceptScore W2950556570C154945302 @default.
- W2950556570 hasConceptScore W2950556570C15744967 @default.
- W2950556570 hasConceptScore W2950556570C162324750 @default.
- W2950556570 hasConceptScore W2950556570C183003079 @default.
- W2950556570 hasConceptScore W2950556570C185592680 @default.
- W2950556570 hasConceptScore W2950556570C2522767166 @default.
- W2950556570 hasConceptScore W2950556570C2780586970 @default.
- W2950556570 hasConceptScore W2950556570C41008148 @default.
- W2950556570 hasConceptScore W2950556570C539667460 @default.
- W2950556570 hasConceptScore W2950556570C55493867 @default.
- W2950556570 hasConceptScore W2950556570C77805123 @default.
- W2950556570 hasLocation W29505565701 @default.
- W2950556570 hasOpenAccess W2950556570 @default.
- W2950556570 hasPrimaryLocation W29505565701 @default.
- W2950556570 hasRelatedWork W1586538642 @default.
- W2950556570 hasRelatedWork W17470681 @default.
- W2950556570 hasRelatedWork W1827928029 @default.
- W2950556570 hasRelatedWork W1975168166 @default.
- W2950556570 hasRelatedWork W2045890734 @default.
- W2950556570 hasRelatedWork W2102277539 @default.