2023/04/28 by Huaping He, He, Huaping, Fuyuan Xiao +1
Computer Science · Mathematics · #Algorithm #Artificial Intelligence (cs.AI) #Artificial intelligence #Computer science #Dempster–Shafer theory #Domain (mathematical analysis) #FOS: Computer and information sciences #FOS: Physical sciences #Identification (biology) #Information Theory (cs.IT) #Mathematics #Physics #Process (computing) #Quantum #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Quantum algorithm #Quantum gate #Quantum mechanics #Rule-based system #Toffoli gate
paper · pdf · doi:10.48550/arxiv.2304.14966
openalex publication_date 2023/04/28 · openalex created_date 2025/10/10 · openalex updated_date 2026/08/01
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.