TY - JOUR
T1 - Proposal of Two Measures of Complexity Based on Lempel-Ziv for Dynamic Systems
T2 - An Application for Manufacturing Systems
AU - Alfaro, Miguel
AU - Vargas, Manuel
AU - Fuertes, Guillermo
AU - Sepúlveda-Rojas, Juan Pedro
N1 - Publisher Copyright:
© 2018 Miguel Alfaro et al.
PY - 2018
Y1 - 2018
N2 - The measure of complexity of Lempel-Ziv (LZC) is used for the analysis of time series generated by dynamic systems with the objective of determining its complexity. This work measures LZC of different series coming from periodic functions, probabilistic functions, and chaotic systems. Later, these metrics of complexity are applied to the average of the number of parts in the waiting line in a manufacturing workshop. The results demonstrate the efficiency of the LZC to establish the level of the dynamic behavior of the manufacturing systems, through the time series.
AB - The measure of complexity of Lempel-Ziv (LZC) is used for the analysis of time series generated by dynamic systems with the objective of determining its complexity. This work measures LZC of different series coming from periodic functions, probabilistic functions, and chaotic systems. Later, these metrics of complexity are applied to the average of the number of parts in the waiting line in a manufacturing workshop. The results demonstrate the efficiency of the LZC to establish the level of the dynamic behavior of the manufacturing systems, through the time series.
UR - http://www.scopus.com/inward/record.url?scp=85042107076&partnerID=8YFLogxK
U2 - 10.1155/2018/8692146
DO - 10.1155/2018/8692146
M3 - Article
AN - SCOPUS:85042107076
SN - 1024-123X
VL - 2018
JO - Mathematical Problems in Engineering
JF - Mathematical Problems in Engineering
M1 - 8692146
ER -