The bees algorithm: Modelling nature to solve complex optimisation problems

Simple item page
dc.contributor.authorPham, Duc
dc.contributor.authorLe-Thi, Hoai
dc.contributor.authorCastellani, Marco
dc.date.accessioned2015-09-25T15:26:08Z
dc.date.available2015-09-25T15:26:08Z
dc.date.issued2013-09-19
dc.description.abstractThe Bees Algorithm models the foraging behaviour of honey bees in order to solve optimisation problems. The algorithm performs a kind of exploitative neighbourhood search combined with random explorative search. This paper describes the Bees Algorithm and presents two application examples: the training of neural networks to predict the energy efficiency of buildings, and the solution of the protein folding problem. The Bees Algorithm proved its effectiveness and speed, and obtained very competitive modelling accuracies compared with other state-of-the-art methods.en_UK
dc.identifier.citationPham D., Castellani M. and Le-Thi H. (2013). The bees algorithm: Modelling nature to solve complex optimisation problems. Proceedings of the 11th International Conference on Manufacturing Research (ICMR2013), Cranfield University, UK, 19th – 20th September 2013, pp 481-488en_UK
dc.identifier.isbn9781907413230
dc.identifier.urihttp://dspace.lib.cranfield.ac.uk/handle/1826/9527
dc.language.isoenen_UK
dc.publisherCranfield University Pressen_UK
dc.relation.ispartofseriesOptimisation of Production and Supply Chain Managementen_UK
dc.relation.ispartofseries1en_UK
dc.subjectintelligent optimisationen_UK
dc.subjectswarm intelligenceen_UK
dc.subjectbees algorithmen_UK
dc.subjecthoney beesen_UK
dc.titleThe bees algorithm: Modelling nature to solve complex optimisation problemsen_UK
dc.typeConference paperen_UK

Files

Original bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
1-The_bees_algorithm-Modelling_nature_to_solve_complex_optimisation_problems-2013.pdf
Size:
547.06 KB
Format:
Adobe Portable Document Format
Download
License bundle
Now showing 1 - 1 of 1
No Thumbnail Available
Name:
license.txt
Size:
1.79 KB
Format:
Item-specific license agreed upon to submission
Description:
Download

Collections

International Conference on Manufacturing Research (ICMR 2013)