A hybrid artificial intelligence model to predict the color coordinates of polyester fabric dyed with madder natural dye

作者:

Highlights:

• Polyester fabric was dyed with eco-friendly natural dye under different conditions.

• Modelling of color coordinates by artificial neural networks and genetic algorithm.

• Dyeing parameters were determined for obtaining the desired color coordinates.

摘要

•Polyester fabric was dyed with eco-friendly natural dye under different conditions.•Modelling of color coordinates by artificial neural networks and genetic algorithm.•Dyeing parameters were determined for obtaining the desired color coordinates.

论文关键词:Color coordinates,Polyester fabric,Artificial neural network,Genetic algorithm,Multi objective optimization,Natural dye

论文评审过程:Received 7 January 2021, Revised 16 December 2021, Accepted 5 January 2022, Available online 11 January 2022, Version of Record 15 January 2022.

论文官网地址:https://doi.org/10.1016/j.eswa.2022.116514