Identification of the Choquet integral parameters in the interaction index domain by means of sparse modeling

作者：

Highlights：

• Developing a method for the identification of Choquet capacities.

• Working with sparse representations.

• Solving the problem by addressing it in the interaction index domain.

• Providing an analysis concerning identifiability aspects.

摘要

•Developing a method for the identification of Choquet capacities.•Working with sparse representations.•Solving the problem by addressing it in the interaction index domain.•Providing an analysis concerning identifiability aspects.

论文关键词：Choquet integral,Parameter identification,Fuzzy measures,Sparsity,Compressive sensing

论文评审过程：Received 4 August 2020, Revised 15 July 2021, Accepted 3 September 2021, Available online 20 September 2021, Version of Record 30 September 2021.

论文官网地址：https://doi.org/10.1016/j.eswa.2021.115874