Title :
Artificial Bee Colony algorithm construction minimum connected dominating set in wireless networks
Author :
Kheyrihassankandi, Jahangir ; Naebi, Ahmad ; Taghdisi, Hojjat ; Khatibi, Somayeh Paki
Author_Institution :
Fac. of Comput. & Inf., Multimedia Univ., Cyberjaya, Malaysia
Abstract :
In this paper, we propose an Artificial Bee Colony (ABC) algorithm, a swarm-based artificial intelligence algorithm, for computing a connected dominating set (CDS) in wireless networks. ABC Algorithm is an optimization algorithm based on the intelligent behavior of honey bee swarm. Wireless ad hoc networks appear in a wide variety of applications. In this work ABC algorithm is used for optimizing heuristic algorithm for the connected dominating set problem in wireless environment. This approach guarantees properties of correctness, locality, and also has better throughput than cyclic iterative local solution (ILS). Extensive simulations are conducted to evaluate the effectiveness of the proposed approach in static environments.
Keywords :
ad hoc networks; heuristic programming; particle swarm optimisation; radio networks; telecommunication computing; ABC algorithm; CDS; ILS; artificial bee colony algorithm construction; cyclic iterative local solution; dominating set; heuristic algorithm; swarm-based artificial intelligence algorithm; wireless ad hoc networks; Ad hoc networks; Algorithm design and analysis; Computational modeling; Heuristic algorithms; Optimization; Robots; Wireless networks; Artificial Bee Colony (ABC) algorithm; Connected dominating set (CDS); local solution; simulation; wireless ad hoc networks;
Conference_Titel :
Computer and Communication Engineering (ICCCE), 2012 International Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4673-0478-8
DOI :
10.1109/ICCCE.2012.6271217