Matches in SemOpenAlex for { <https://semopenalex.org/work/W2147958887> ?p ?o ?g. }
Showing items 1 to 80 of
80
with 100 items per page.
- W2147958887 endingPage "42" @default.
- W2147958887 startingPage "36" @default.
- W2147958887 abstract "algorithm is a meta-heuristic algorithm that is based on the echolocation behavior of bats. The searching behavior of the algorithm depends on generating uniformly distributed random walks in the search space. Hence, it may suffer from being tapped in local optima. In this paper, a classification using Bat inspired algorithm with chaotic levy flight variable is proposed. The chaotic variable has set of characteristics that enable it to enrich the searching behavior and prevent the Bat algorithm from being trapped into local optimum. The chaotic sequence and a chaotic Levy flight are incorporated with Bat algorithm for many purposes including, efficiently generating new solutions via randomization, increase the diversity of the solutions, avoid trapping in a local optimum and increase the chances of finding global optimum solution. The proposed algorithm aims to help physicians in early diagnosis and treatment of Diabetes Mellitus (DM). DM is a major health problem in both industrial and developing countries and its incidence is rising. The proposed algorithm is applied on Pima Indians Diabetes data set from UCI repository of machine learning data bases. The experimental results prove the superiority of the proposed algorithm over the traditional Bat algorithm as well as different classifiers which were implemented on the same data set and within the same environment. KeywordsInspired Algorithm (BIA), Levy Flight, Chaotic" @default.
- W2147958887 created "2016-06-24" @default.
- W2147958887 creator A5046732864 @default.
- W2147958887 creator A5067923266 @default.
- W2147958887 date "2015-02-18" @default.
- W2147958887 modified "2023-10-17" @default.
- W2147958887 title "A Chaotic Levy Flights Bat Algorithm for Diagnosing Diabetes Mellitus" @default.
- W2147958887 cites W10130694 @default.
- W2147958887 cites W1481074870 @default.
- W2147958887 cites W1967036948 @default.
- W2147958887 cites W1984011998 @default.
- W2147958887 cites W1998325473 @default.
- W2147958887 cites W2010133458 @default.
- W2147958887 cites W2020502126 @default.
- W2147958887 cites W2031659228 @default.
- W2147958887 cites W2046370158 @default.
- W2147958887 cites W2050490796 @default.
- W2147958887 cites W2073472585 @default.
- W2147958887 cites W2082152047 @default.
- W2147958887 cites W2101592301 @default.
- W2147958887 cites W2112741060 @default.
- W2147958887 cites W2135310007 @default.
- W2147958887 cites W2157590492 @default.
- W2147958887 cites W2269040833 @default.
- W2147958887 cites W2332951586 @default.
- W2147958887 cites W2611935316 @default.
- W2147958887 cites W2883484245 @default.
- W2147958887 cites W2962717992 @default.
- W2147958887 cites W90062671 @default.
- W2147958887 cites W2157124136 @default.
- W2147958887 doi "https://doi.org/10.5120/19505-1103" @default.
- W2147958887 hasPublicationYear "2015" @default.
- W2147958887 type Work @default.
- W2147958887 sameAs 2147958887 @default.
- W2147958887 citedByCount "7" @default.
- W2147958887 countsByYear W21479588872016 @default.
- W2147958887 countsByYear W21479588872018 @default.
- W2147958887 countsByYear W21479588872019 @default.
- W2147958887 countsByYear W21479588872022 @default.
- W2147958887 crossrefType "journal-article" @default.
- W2147958887 hasAuthorship W2147958887A5046732864 @default.
- W2147958887 hasAuthorship W2147958887A5067923266 @default.
- W2147958887 hasBestOaLocation W21479588871 @default.
- W2147958887 hasConcept C105795698 @default.
- W2147958887 hasConcept C11413529 @default.
- W2147958887 hasConcept C118918019 @default.
- W2147958887 hasConcept C121194460 @default.
- W2147958887 hasConcept C154945302 @default.
- W2147958887 hasConcept C2777052490 @default.
- W2147958887 hasConcept C33923547 @default.
- W2147958887 hasConcept C41008148 @default.
- W2147958887 hasConceptScore W2147958887C105795698 @default.
- W2147958887 hasConceptScore W2147958887C11413529 @default.
- W2147958887 hasConceptScore W2147958887C118918019 @default.
- W2147958887 hasConceptScore W2147958887C121194460 @default.
- W2147958887 hasConceptScore W2147958887C154945302 @default.
- W2147958887 hasConceptScore W2147958887C2777052490 @default.
- W2147958887 hasConceptScore W2147958887C33923547 @default.
- W2147958887 hasConceptScore W2147958887C41008148 @default.
- W2147958887 hasIssue "1" @default.
- W2147958887 hasLocation W21479588871 @default.
- W2147958887 hasOpenAccess W2147958887 @default.
- W2147958887 hasPrimaryLocation W21479588871 @default.
- W2147958887 hasRelatedWork W2351491280 @default.
- W2147958887 hasRelatedWork W2371369441 @default.
- W2147958887 hasRelatedWork W2371447506 @default.
- W2147958887 hasRelatedWork W2386767533 @default.
- W2147958887 hasRelatedWork W2387908448 @default.
- W2147958887 hasRelatedWork W303980170 @default.
- W2147958887 hasRelatedWork W3107474891 @default.
- W2147958887 hasRelatedWork W4224457755 @default.
- W2147958887 hasRelatedWork W4297061614 @default.
- W2147958887 hasRelatedWork W4315486073 @default.
- W2147958887 hasVolume "111" @default.
- W2147958887 isParatext "false" @default.
- W2147958887 isRetracted "false" @default.
- W2147958887 magId "2147958887" @default.
- W2147958887 workType "article" @default.