Title :
An interactive immune co-evolutionary design approach for the spinning of differential fibers
Author :
Li, Ying-Ying ; Ren, Li-Hong ; Ding, Yong-Sheng ; Hao, Kuang-Rong ; Liang, Xiao ; Wang, Hua-Ping
Author_Institution :
Eng. Res. Center of Digitized Textile & Fashion Technol., Donghua Univ., Shanghai, China
Abstract :
Co-evolutionary algorithm behaves in a complicated and counterintuitive way for some complex problems. The introduction of interactive immune concept can increase its convergence rate and effectiveness. This paper represents an optimization process of polyester filament in melt spinning with the interactive immune co-evolutionary design approach and also the expert evaluation with entropy-based fuzzy comprehensive evaluation. The simulation results demonstrate its effectiveness. This study also has important value and widespread application prospect regarding the spinning process optimization and the subsequent processing in fiber production lines.
Keywords :
evolutionary computation; fuzzy set theory; optimisation; spinning (textiles); coevolutionary algorithm; differential fibers; entropy-based fuzzy comprehensive evaluation; fiber production lines; interactive immune coevolutionary design; melt spinning; optimization process; polyester filament; Entropy; Immune system; Optical fiber devices; Optical fiber theory; Optimization; Production; Spinning; Differential fibers; Entropy-based fuzzy comprehensive evaluation; Interactive immune co-evolutionary design; Optimization; Spinning process;
Conference_Titel :
Industrial Electronics and Applications (ICIEA), 2011 6th IEEE Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-8754-7
Electronic_ISBN :
pending
DOI :
10.1109/ICIEA.2011.5975894