Application of rogue algorithms in the WLAN planning task
DOI:
https://doi.org/10.5604/01.3001.0010.8021Keywords:
Artificial Bee Colony ABC, Bat Algorithm BA, Bee Algorithm BeA, Cuckoo Search CS, Firefly Algorithm FA, Particle Swarm Optimization PSO, WLAN planning, non–linear optimizationAbstract
The aim of this article is to examine and compare swarm optimization methods in the task of planning indoor wireless networks (WLAN). For this purpose, in the process of searching for the extremum of the criterion function, which is an optimization indicator, six swarm algorithms were used: artificial bees colony, bat, bee, cuckoo, firefly, particle swarm (bird).
Downloads
References
J. Kwiecień, Algorytmy stadne w rozwiązaniu wybranych zagadnień optymalizacji dyskretnej i kombinatorycznej, AGH, Kraków, 2015. Google Scholar
B. Filipowicz i J. Kwiecień, Pomiary Automatyka, Robotyka, 2011, 12, 152-157. Google Scholar
A. Migacz i R. Tadeusiewicz, Model rodziny pszczelej, Akademia Medyczna, Kraków, 1979. Google Scholar
A. Migacz i R. Tadeusiewicz, System Science, 1983, 3, 83-95. Google Scholar
D. Karaboga, An idea based on honey bee swarm for numerical optimization, Erciyes University, Engineering Faculty, Computer Engineering Department, 2005. Google Scholar
D. Karaboga i B. Akay, Artificial Bee Colony (ABC), Harmony Search and Bees Algorithms on Numerical Optimization, W: IPROMS 2009 Innovative Production Machines and Systems Virtual Conference, Cardiff, UK, 2009. Google Scholar
J. Kennedy i R. Eberhart, Particle Swarm Optimization, IEEE International Conference on Neural Networks, 1995. Google Scholar
R. Eberhart, Y. Shi i J. Kennedy, Swarm Intelligence, Morgan Kaufman, San Francisco, 2001. Google Scholar
K. Trojanowski, Metaheurystyki praktycznie, wyd. 2, WIT, Warszawa, 2008. Google Scholar
X.-S. Yang, Nature-inspired optimisation algorithms, Elsevier, 2014. Google Scholar
E. D. Taillard, European Journal of Operationals Research, 1993, 64, 278-285. Google Scholar
Methodology for Testing Wireless LAN Performance, http://www.super-g.com/collateral/atheros_benchmark_whitepaper.pdf [02.02.2017]. Google Scholar
S. Mostapha Kalami Heris, Implementation of Standard Bees Algorithm in MATLAB, Yarpiz, http://yarpiz.com/315/ypea115-bees-algorithm [02.02.2017]. Google Scholar
X.-S. Yang, Bat algorithm, https://www.mathworks. com/matlabcentral/fileexchange/37582--bat-algorithm--demo- [02.02.2017]. Google Scholar
X. S. Yang, Cuckoo Search (CS) Algorithm, http://www.mathworks.com/matlabcentral/fileexchange/29809-cuckoo-search--cs--algorithm [02. 02.2017]. Google Scholar
X. S. Yang, Firefly Algorithm for Constrained Optimization, www.mathworks.com/matlabcentral/fileexchange/29693-firefly-algorithm [02.02.2017]. Google Scholar
Particle swarm analysis, http://www.codeforge. com/article/259219 [02.02.2017]. Google Scholar
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2017 University of Applied Sciences in Tarnow, Poland & Authors
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.