Title :
Review of researches on fashion color prediction based on Grey systems theory
Author :
Lixia, Chang ; Weidong, Gao ; Xi, Zhang ; Yuzheng, Lu ; Ruru, Pan
Author_Institution :
Jiangnan Univ., Wuxi, China
Abstract :
Present researches on fashion color prediction based on grey systems theory; introduce the research process, data processing method and the forecasting grey model (GM (1, 1)); discuss on the problems existing in the current researches, such as the data collecting, model optimization problems; provide the current analysis result on historical data by our team; finally, put forward the future suggestions that future researches could be based on more advanced and intelligent mathematical tools and forecasting theories, such as artificial neuro-fuzzy system, natural computation, genetic algorithm, support vector machine, in order to improve the accuracy of prediction.
Keywords :
clothing industry; colour; forecasting theory; grey systems; optimisation; system theory; artificial neuro-fuzzy system; data collecting; data processing method; fashion color prediction; genetic algorithm; grey model forecasting; grey systems theory; intelligent mathematical tools; model optimization problem; natural computation; prediction accuracy improvement; support vector machine; Algorithm design and analysis; Artificial intelligence; Color; Data processing; Fuzzy neural networks; Genetic algorithms; Machine intelligence; Mathematical model; Optimization methods; Predictive models;
Conference_Titel :
Grey Systems and Intelligent Services, 2009. GSIS 2009. IEEE International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4244-4914-9
Electronic_ISBN :
978-1-4244-4916-3
DOI :
10.1109/GSIS.2009.5408287
