Deployment in wireless sensor networks by parallel and cooperative parallel artificial bee colony algorithms

An International Journal of Optimization and Control: Theories & Applications

article

Selcuk Aslan¹ 

[1] Ondokuz Mayis University, Department of Computer Engineering

关键词: Parallelization;    ABC algorithm;    wireless sensor deployment;   

DOI  :  10.11121/ijocta.01.2019.00576

学科分类：地球科学(综合)

来源: Balikesir University

【 摘 要 】

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.

【 授权许可】

CC BY