دورية أكاديمية
An Improved Cockroach Swarm Optimization
| العنوان: | An Improved Cockroach Swarm Optimization |
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| المؤلفون: | I. C. Obagbuwa, A. O. Adewumi |
| المصدر: | The Scientific World Journal, Vol 2014 (2014) |
| بيانات النشر: | Wiley, 2014. |
| سنة النشر: | 2014 |
| المجموعة: | LCC:Technology LCC:Medicine LCC:Science |
| مصطلحات موضوعية: | Technology, Medicine, Science |
| الوصف: | Hunger component is introduced to the existing cockroach swarm optimization (CSO) algorithm to improve its searching ability and population diversity. The original CSO was modelled with three components: chase-swarming, dispersion, and ruthless; additional hunger component which is modelled using partial differential equation (PDE) method is included in this paper. An improved cockroach swarm optimization (ICSO) is proposed in this paper. The performance of the proposed algorithm is tested on well known benchmarks and compared with the existing CSO, modified cockroach swarm optimization (MCSO), roach infestation optimization RIO, and hungry roach infestation optimization (HRIO). The comparison results show clearly that the proposed algorithm outperforms the existing algorithms. |
| نوع الوثيقة: | article |
| وصف الملف: | electronic resource |
| اللغة: | English |
| تدمد: | 2356-6140 1537-744X |
| Relation: | https://doaj.org/toc/2356-6140; https://doaj.org/toc/1537-744X |
| DOI: | 10.1155/2014/375358 |
| URL الوصول: | https://doaj.org/article/f57825b2bca04aca94a9d6e7ffaf862f |
| رقم الأكسشن: | edsdoj.f57825b2bca04aca94a9d6e7ffaf862f |
| قاعدة البيانات: | Directory of Open Access Journals |
Full Text Finder | تدمد: | 23566140 1537744X |
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| DOI: | 10.1155/2014/375358 |