TY - JOUR
TI - Fuzzy modeling with the particle swarm optimization algorithm
AU - Falkiewicz, Dominika
AU - Łukasik, Szymon
TI - Fuzzy modeling with the particle swarm optimization algorithm
AB - 
	The main goal of this paper is a description of clustering algorithm based on the particle swarm optimization algorithm, inspired on social behavior of animals and its application in fuzzy modeling. In the paper the idea of the heuristic swarm-based algorithm was presented, including a few modifications. Moreover, the results of the experimental evaluation were shown, both a selected optimization technique and its synthesi with a fuzzy modeling method referring to the k-means algorithm and the fuzzy control process.
VL - 2012
IS - Automatic Control Issue 1-AC (25) 2012
PY - 2012
SN - 0011-4561
C1 - 2353-737X
SP - 1
EP - 1
DO - 10.4467/2353737XCT.14.004.1781
UR - https://ejournals.eu/en/journal/czasopismo-techniczne/article/fuzzy-modeling-with-the-particle-swarm-optimization-algorithm
KW - fuzzy modeling
KW - exploratory data analysis
KW - cluster analysis
KW - particle swarm optimization algorithm