Weight restrictions in Data Envelopment Analysis: A comprehensive Genetic Algorithm based approach for incorporating value judgments

作者：

Highlights：

• Hybridizes a GDEA approach with a GA based approach incorporating value judgments.

• Uniquely deals with multiple Decision Makers at different hierarchical levels.

• Combines weight restrictions into dual role factors assuring DEA feasibility.

• A supplier selection application of a well-known automobile spare parts manufacturer.

摘要

•Hybridizes a GDEA approach with a GA based approach incorporating value judgments.•Uniquely deals with multiple Decision Makers at different hierarchical levels.•Combines weight restrictions into dual role factors assuring DEA feasibility.•A supplier selection application of a well-known automobile spare parts manufacturer.

论文关键词：Cross-disciplinary application,Genetic Algorithm,Business process,Multi-Criteria Decision Making,Problem structuring,Business analytics,Decision analysis,Methodology and tool,Empirical study

论文评审过程：Available online 28 September 2014.

论文官网地址：https://doi.org/10.1016/j.eswa.2014.09.034