Matches in SemOpenAlex for { <https://semopenalex.org/work/W3083670177> ?p ?o ?g. }
Showing items 1 to 57 of
57
with 100 items per page.
- W3083670177 endingPage "042041" @default.
- W3083670177 startingPage "042041" @default.
- W3083670177 abstract "In this paper, propose a BP artificial neural network optimized by artificial bee colony algorithm with a PM2.5 value for the current Nanning area. In this paper, aiming at the shortcomings of BP neural network prediction, the global optimization performance of artificial bee colony algorithm is used to provide the optimal global initial value for BP neural network and avoid the neural network falling into local optimization. To make the prediction model more accurate. PM2.5 is a small part of the atmospheric chemical composition, which has a great impact on the air quality and thus on the human body. With people's attention to their own health nowadays, it is of great practical significance to predict the PM2.5 content in a certain period in the future. The results show that the average square error and average relative error of the prediction of PM2.5 content based on BP artificial neural network are only 1.25% and 2.46% respectively. BP artificial neural network based on bee colony can be well applied to the prediction of chlorophyll a content, providing a reference for the prediction of PM2.5 content in a certain period in the future." @default.
- W3083670177 created "2020-09-11" @default.
- W3083670177 creator A5007257394 @default.
- W3083670177 creator A5061733016 @default.
- W3083670177 date "2020-09-05" @default.
- W3083670177 modified "2023-10-14" @default.
- W3083670177 title "Prediction of PM2.5 value by BP artificial neural network in honeybee colony" @default.
- W3083670177 doi "https://doi.org/10.1088/1755-1315/558/4/042041" @default.
- W3083670177 hasPublicationYear "2020" @default.
- W3083670177 type Work @default.
- W3083670177 sameAs 3083670177 @default.
- W3083670177 citedByCount "1" @default.
- W3083670177 countsByYear W30836701772021 @default.
- W3083670177 crossrefType "journal-article" @default.
- W3083670177 hasAuthorship W3083670177A5007257394 @default.
- W3083670177 hasAuthorship W3083670177A5061733016 @default.
- W3083670177 hasBestOaLocation W30836701771 @default.
- W3083670177 hasConcept C105795698 @default.
- W3083670177 hasConcept C11413529 @default.
- W3083670177 hasConcept C119857082 @default.
- W3083670177 hasConcept C122383733 @default.
- W3083670177 hasConcept C139945424 @default.
- W3083670177 hasConcept C154945302 @default.
- W3083670177 hasConcept C33923547 @default.
- W3083670177 hasConcept C41008148 @default.
- W3083670177 hasConcept C50644808 @default.
- W3083670177 hasConcept C97133563 @default.
- W3083670177 hasConceptScore W3083670177C105795698 @default.
- W3083670177 hasConceptScore W3083670177C11413529 @default.
- W3083670177 hasConceptScore W3083670177C119857082 @default.
- W3083670177 hasConceptScore W3083670177C122383733 @default.
- W3083670177 hasConceptScore W3083670177C139945424 @default.
- W3083670177 hasConceptScore W3083670177C154945302 @default.
- W3083670177 hasConceptScore W3083670177C33923547 @default.
- W3083670177 hasConceptScore W3083670177C41008148 @default.
- W3083670177 hasConceptScore W3083670177C50644808 @default.
- W3083670177 hasConceptScore W3083670177C97133563 @default.
- W3083670177 hasLocation W30836701771 @default.
- W3083670177 hasOpenAccess W3083670177 @default.
- W3083670177 hasPrimaryLocation W30836701771 @default.
- W3083670177 hasRelatedWork W1894197435 @default.
- W3083670177 hasRelatedWork W2099878889 @default.
- W3083670177 hasRelatedWork W2188032833 @default.
- W3083670177 hasRelatedWork W2726592933 @default.
- W3083670177 hasRelatedWork W2767026677 @default.
- W3083670177 hasRelatedWork W2807954395 @default.
- W3083670177 hasRelatedWork W2995227436 @default.
- W3083670177 hasRelatedWork W3173604411 @default.
- W3083670177 hasRelatedWork W4238036087 @default.
- W3083670177 hasRelatedWork W1629725936 @default.
- W3083670177 hasVolume "558" @default.
- W3083670177 isParatext "false" @default.
- W3083670177 isRetracted "false" @default.
- W3083670177 magId "3083670177" @default.
- W3083670177 workType "article" @default.