Deployment in wireless sensor networks by parallel and cooperative parallel artificial bee colony algorithms
Increasing number of cores in a processor chip and decreasing cost of distributed memory based system setup have led to emerge of a new work theme in which the main concern focused on the parallelization of the well-known algorithmic approaches for utilizing the computational power of the current ar...
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| Format: | Article |
| Language: | English |
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Balikesir University
2018-10-01
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| Series: | An International Journal of Optimization and Control: Theories & Applications |
| Subjects: | |
| Online Access: | http://www.ijocta.org/index.php/files/article/view/576 |
| _version_ | 1797922970997358592 |
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| author | Selcuk Aslan |
| author_facet | Selcuk Aslan |
| author_sort | Selcuk Aslan |
| collection | DOAJ |
| description | Increasing number of cores in a processor chip and decreasing cost of distributed memory based system setup have led to emerge of a new work theme in which the main concern focused on the parallelization of the well-known algorithmic approaches for utilizing the computational power of the current architectures. In this study, the performances of the conventional parallel and cooperative model based parallel Artificial Bee Colony (ABC) algorithms on the deployment problem related to the wireless sensor networks were investigated. The results obtained from the experimental studies showed that parallelized ABC algorithm with the cooperative model is capable of finding similar or better coverage ratios with the increased convergence speeds than its serial counterpart and parallelized implementation in which the emigrant is chosen as the best food source in the current subcolony. |
| first_indexed | 2024-04-10T14:39:43Z |
| format | Article |
| id | doaj.art-b739c3f864fa43708bb9e964fe85a47a |
| institution | Directory Open Access Journal |
| issn | 2146-0957 2146-5703 |
| language | English |
| last_indexed | 2024-04-10T14:39:43Z |
| publishDate | 2018-10-01 |
| publisher | Balikesir University |
| record_format | Article |
| series | An International Journal of Optimization and Control: Theories & Applications |
| spelling | doaj.art-b739c3f864fa43708bb9e964fe85a47a2023-02-15T16:08:17ZengBalikesir UniversityAn International Journal of Optimization and Control: Theories & Applications2146-09572146-57032018-10-019110.11121/ijocta.01.2019.00576Deployment in wireless sensor networks by parallel and cooperative parallel artificial bee colony algorithmsSelcuk Aslan0Ondokuz Mayis University, Department of Computer EngineeringIncreasing number of cores in a processor chip and decreasing cost of distributed memory based system setup have led to emerge of a new work theme in which the main concern focused on the parallelization of the well-known algorithmic approaches for utilizing the computational power of the current architectures. In this study, the performances of the conventional parallel and cooperative model based parallel Artificial Bee Colony (ABC) algorithms on the deployment problem related to the wireless sensor networks were investigated. The results obtained from the experimental studies showed that parallelized ABC algorithm with the cooperative model is capable of finding similar or better coverage ratios with the increased convergence speeds than its serial counterpart and parallelized implementation in which the emigrant is chosen as the best food source in the current subcolony.http://www.ijocta.org/index.php/files/article/view/576ParallelizationABC algorithmwireless sensor deployment |
| spellingShingle | Selcuk Aslan Deployment in wireless sensor networks by parallel and cooperative parallel artificial bee colony algorithms An International Journal of Optimization and Control: Theories & Applications Parallelization ABC algorithm wireless sensor deployment |
| title | Deployment in wireless sensor networks by parallel and cooperative parallel artificial bee colony algorithms |
| title_full | Deployment in wireless sensor networks by parallel and cooperative parallel artificial bee colony algorithms |
| title_fullStr | Deployment in wireless sensor networks by parallel and cooperative parallel artificial bee colony algorithms |
| title_full_unstemmed | Deployment in wireless sensor networks by parallel and cooperative parallel artificial bee colony algorithms |
| title_short | Deployment in wireless sensor networks by parallel and cooperative parallel artificial bee colony algorithms |
| title_sort | deployment in wireless sensor networks by parallel and cooperative parallel artificial bee colony algorithms |
| topic | Parallelization ABC algorithm wireless sensor deployment |
| url | http://www.ijocta.org/index.php/files/article/view/576 |
| work_keys_str_mv | AT selcukaslan deploymentinwirelesssensornetworksbyparallelandcooperativeparallelartificialbeecolonyalgorithms |