Dung beetle inspired local search in artificial bee colony algorithm for unconstrained and constrained numerical optimisation. (16th December 2020)
- Record Type:
- Journal Article
- Title:
- Dung beetle inspired local search in artificial bee colony algorithm for unconstrained and constrained numerical optimisation. (16th December 2020)
- Main Title:
- Dung beetle inspired local search in artificial bee colony algorithm for unconstrained and constrained numerical optimisation
- Authors:
- Sharma, Nirmala
Sharma, Harish
Sharma, Ajay
Bansal, Jagdish Chand - Abstract:
- In recent times, swarm intelligence (SI) centred strategies are proving their efficacy in the arena of engineering optimisation problems. Artificial bee colony (ABC) algorithm is one of the efficient SI centred technique. To intensify exploitation concept of ABC, a local search strategy inspired by dung beetle orientation and foraging activities is developed and amalgamated with ABC. This developed local search strategy is termed as dung beetle local search (DBLS) strategy. The developed amended algorithm is titled as dung beetle inspired ABC (DBABC) algorithm. The developed DBABC is analysed using 32 unconstrained benchmark optimisation problems, 18 constrained benchmark optimisation problems, and 3 engineering design problems. The obtained outcomes validate the competitiveness of the proposed approach.
- Is Part Of:
- International journal of intelligent engineering informatics. Volume 8:Number 4(2020)
- Journal:
- International journal of intelligent engineering informatics
- Issue:
- Volume 8:Number 4(2020)
- Issue Display:
- Volume 8, Issue 4 (2020)
- Year:
- 2020
- Volume:
- 8
- Issue:
- 4
- Issue Sort Value:
- 2020-0008-0004-0000
- Page Start:
- 268
- Page End:
- 304
- Publication Date:
- 2020-12-16
- Subjects:
- local search -- swarm intelligence -- dung beetle -- nature inspired -- algorithms -- ABC -- artificial bee colony -- natural computing -- artificial intelligence -- optimisation
Artificial intelligence -- Engineering applications -- Periodicals
Engineering -- Computer programs -- Periodicals
Knowledge management -- Periodicals
620.0028563 - Journal URLs:
- http://www.inderscience.com/jhome.php?jcode=ijiei#issue ↗
http://www.inderscience.com/ ↗ - Languages:
- English
- ISSNs:
- 1758-8715
- Deposit Type:
- Legaldeposit
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- Available online (eLD content is only available in our Reading Rooms) ↗
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- British Library DSC - BLDSS-3PM
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