Dimensionality reduced robust ordinal regression applied to life cycle assessment

作者：

Highlights：

• Principal Component Analysis (PCA) applied to Robust Ordinal Regression (ROR).

• Robust Ordinal Regression (ROR) applied to Life Cycle Assessment (LCA).

• Significant dimensionality reduction.

• Application to waste electrical and electronic equipment.

• Post factum genetic algorithm measures effectiveness.

摘要

•Principal Component Analysis (PCA) applied to Robust Ordinal Regression (ROR).•Robust Ordinal Regression (ROR) applied to Life Cycle Assessment (LCA).•Significant dimensionality reduction.•Application to waste electrical and electronic equipment.•Post factum genetic algorithm measures effectiveness.

论文关键词：Life Cycle Assessment,Multi-Criteria Decision Analysis,Robust Ordinal Regression,Dimensionality Reduction,PCA,WEEE

论文评审过程：Received 19 May 2020, Revised 14 February 2021, Accepted 8 April 2021, Available online 13 April 2021, Version of Record 4 May 2021.

论文官网地址：https://doi.org/10.1016/j.eswa.2021.115021