Variational Quantum Linear Solver-based Combination Rules in Dempster–Shafer Theory

1 code implementation • journal 2023 • Hao Luo, Qianli Zhou, Zhen Li, Yong Deng

Dempster–Shafer Theory (DST), as a method of handling uncertain information, is widely used in decisionmaking and information fusion.

Belief Evolution Network-based Probability Transformation and Fusion

no code implementations • 7 Oct 2021 • Qianli Zhou, Yusheng Huang, Yong Deng

Smets proposes the Pignistic Probability Transformation (PPT) as the decision layer in the Transferable Belief Model (TBM), which argues when there is no more information, we have to make a decision using a Probability Mass Function (PMF).

BF-QC: Belief Functions on Quantum Circuits

no code implementations • 8 Jul 2021 • Qianli Zhou, Guojing Tian, Yong Deng

We decrease the computation complexity of the matrix evolution on BBA (MEoB) on quantum circuits.

Decision Making