A New Quantum Dempster Rule of Combination
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.
Code (0)
등록된 구현이 없습니다.
Similar Papers 제목 키워드 기반
Quantum dynamical mode (QDM): A possible extension of belief function
Dempster-Shafer evidence theory has been widely used in various fields of applications, because of the flexibility and effectiveness in modeling uncertainties without prior information. Besides, it has been proven that t…
Decision MakingVariational Quantum Linear Solver-based Combination Rules in Dempster–Shafer Theory
Dempster–Shafer Theory (DST), as a method of handling uncertain information, is widely used in decisionmaking and information fusion. But the issue of exponential computational complexity limits its real-time application…
Generalization of Dempster-Shafer theory: A complex belief function
Dempster-Shafer evidence theory has been widely used in various fields of applications, because of the flexibility and effectiveness in modeling uncertainties without prior information. However, the existing evidence the…
BF-QC: Belief Functions on Quantum Circuits
Dempster-Shafer Theory (DST) of belief function is a basic theory of artificial intelligence, which can represent the underlying knowledge more reasonably than Probability Theory (ProbT). Because of the computation compl…
Decision MakingiDCR: Improved Dempster Combination Rule for Multisensor Fault Diagnosis
Data gathered from multiple sensors can be effectively fused for accurate monitoring of many engineering applications. In the last few years, one of the most sought after applications for multi sensor fusion has been fau…
Fault DiagnosisSensor Fusion