A New Quantum Dempster Rule of Combination
Huaping He, Fuyuan Xiao
TL;DR
This paper introduces a quantum version of the Dempster rule of combination (QDRC) using quantum circuits and Toffoli gates to address the exponential computational complexity in uncertainty reasoning.
Contribution
It presents a novel quantum Dempster rule of combination (QDRC) implemented with quantum circuits, reducing complexity for uncertain information processing.
Findings
QDRC is fully implemented using quantum circuits.
The approach potentially reduces computational complexity.
Demonstrates feasibility of quantum uncertainty reasoning.
Abstract
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.
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Taxonomy
TopicsQuantum Computing Algorithms and Architecture