This paper investigates the issues of combination and normalization of interval-valued belief structures within the framework of Dempster-Shafer theory of evidence. Existing approaches are reviewed and thoroughly analyzed. The advantages and drawbacks of previous approach are presented. A new optimality approach based on uncertainty measure is developed, where the problem of combining interval-valued belief structures degenerates into combining basic probability assignments. Numerical examples are provided to illustrate the rationality of the proposed approach.
Parameter estimation based on interval-valued belief structures
Southwest University(西南大学);Guangdong University of Foreign Studies(广东外语外贸大学);Sun Yat-Sen University(中山大学);Hong Kong Polytechnic University(香港理工大学);Vanderbilt University(范德堡大学)
An Interval-Valued Utility Theory for Decision Making with Dempster-Shafer Belief Functions
Université de Technologie de Compiègne(贡比涅技术大学);CNRS(法国国家科学研究中心);Shanghai University(上海大学);Institut Universitaire de France(法国大学研究院);University of Kansas(堪萨斯大学)
Generalized Interval-valued OWA Operators with Interval Weights Derived from Interval-valued Overlap Functions
Universidade Federal do Rio Grande do Norte(北里奥格兰德联邦大学);Universidad Pública de Navarra(纳瓦拉公立大学);Universidade Estadual de Santa Cruz(圣克鲁斯州立大学);Universidade Federal do Rio Grande(里奥格兰德联邦大学)
Towards interval uncertainty propagation control in bivariate aggregation processes and the introduction of width-limited interval-valued overlap functions
Universidad Pública de Navarra(纳瓦拉公立大学);Universidade Federal do Rio Grande(里奥格兰德联邦大学);Universidade Federal do Rio Grande do Norte(北里奥格兰德联邦大学)
Overlap functions are a class of aggregation functions that measure the overlapping degree between two values. Interval-valued overlap functions were defined as an extension to express the overlapping of interval-valued data, and they have been usually applied when there is uncertainty regarding the assignment of membership degrees. The choice of a total order for intervals can be significant, which motivated the recent developments on interval-valued aggregation functions and interval-valued overlap functions that are increasing to a given admissible order, that is, a total order that refines…
Interval Orders, Biorders and Credibility-limited Belief Revision
Cardiff University, United Kingdom(Cardiff大学,英国);Université Sorbonne Paris Nord, Inserm, Sorbonne Université, Limics(巴黎-索邦大学,Inserm,索邦大学,Limics);CAIR, University of Cape Town, South Africa(开普敦大学,南非);ISTI-CNR, Pisa, Italy(意大利比萨CNR ISTI)
On the algebraic structures of the space of interval-valued intuitionistic fuzzy numbers
Southwest Petroleum University(西南石油大学);Zhuhai College of Jilin University(吉林大学珠海学院);Karadeniz Technical University(卡拉德尼兹技术大学);Shandong University of Finance and Economics(山东财经大学)
Modified EDAS Method Based on Cumulative Prospect Theory for Multiple Attributes Group Decision Making with Interval-valued Intuitionistic Fuzzy Information