A Choquet integral based fuzzy logic approach to solve uncertain multi-criteria decision making problem

摘要

Nowadays, the fuzzy measures and fuzzy integrals have been successfully implemented to solve a variety of uncertain multi-criteria decision-making problems. However, with the growing complexity of the decision-making environment and the diversity of linguistic information in the decision-making process, defining the appropriate and reasonable measures and integrals in the fuzzy logic applications becomes increasingly challenging. As the commonly used interval-valued Sugeno probability space is capable of representing the linguistic information in a more accurate way, in this work, we combine the Choquet integrals with interval-valued Sugeno probability space to develop a new interval-valued function to solve the uncertain multi-criteria decision-making problems. This work first defines the interval-valued Sugeno probability measure based on s-.rules and proposes the Choquet integrals in the interval-valued Sugeno probability space, and then a relevant solution approach is developed to solve the uncertain multi-criteria decision-making problems. The refrigerator components end-of-life strategy determination problem is used as a case study to illustrate the application. (C) 2020 Elsevier Ltd. All rights reserved.