Dempster rule of combination (DRC) is widely used for uncertainty reasoning in intelligent information system, which is generalized to complex domain recently. However, as the increase of identification framework elements, the computational complexity of Dempster Rule of Combination increases exponentially. To address this issue, we propose a novel quantum Dempster rule of combination (QDRC) by means of Toffoli gate. The QDRC combination process is completely implemented using quantum circuits.
翻译:Dempster组合规则(DRC)广泛应用于智能信息系统中的不确定性推理,近年来已被推广至复数域。然而,随着识别框架元素的增加,Dempster组合规则的计算复杂度呈指数级增长。针对这一问题,我们利用Toffoli门提出了一种新的量子Dempster组合规则(QDRC)。QDRC的组合过程完全通过量子电路实现。