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Escaping the Local Optima Trap Caused by PSO by Hybridization Scheme for Elongate the WSN's Lifetime
Conference proceeding

Escaping the Local Optima Trap Caused by PSO by Hybridization Scheme for Elongate the WSN's Lifetime

Abdullah Alshahrani, Nader M. Namazi, Majed Abdouli and Mohammed A. Alqarni
2017 8TH IEEE ANNUAL INFORMATION TECHNOLOGY, ELECTRONICS AND MOBILE COMMUNICATION CONFERENCE (IEMCON), pp.121-127
01/01/2017

Abstract

Computer Science Computer Science, Theory & Methods Engineering Engineering, Electrical & Electronic Science & Technology Technology Telecommunications
Efficient utilization of sensor energy to prolong the WSN' lifetime is proposed in this paper. A hybrid PSO Genetic sleep scheduling algorithm for WSNs to escape the local optima trap is the focus of this work. The proposed scheme uses a new parameter: Local Optimum Detector (LOD) for switching from PSO to GA algorithm in order to escape to the local optima trap caused by PSO.

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