Quantum clustering algorithm and its application in warning forecast of tourism emergency

Ruijie Wang; Junping Du; Min Zuo; Xuyan Tu

doi:10.1117/12.784049

9 January 2008 Quantum clustering algorithm and its application in warning forecast of tourism emergency

Ruijie Wang, Junping Du, Min Zuo, Xuyan Tu

Author Affiliations +

Proceedings Volume 6794, ICMIT 2007: Mechatronics, MEMS, and Smart Materials; 67944D (2008) https://doi.org/10.1117/12.784049
Event: ICMIT 2007: Mechatronics, MEMS, and Smart Materials, 2007, Gifu, Japan

Abstract

In this paper, we combine quantum computation and clustering algorithm in data mining. In this algorithm, we give the suppose that around the clustering centers exits a potential field, in Hilbert space, we get the potential energy function through Schrödinger equation. We use this as rules to assign element to clusters. Finally, through the simulative experiment, we validated its validity and feasibility while applied in data mining of tourism emergency.

Citation Download Citation

Ruijie Wang, Junping Du, Min Zuo, and Xuyan Tu "Quantum clustering algorithm and its application in warning forecast of tourism emergency", Proc. SPIE 6794, ICMIT 2007: Mechatronics, MEMS, and Smart Materials, 67944D (9 January 2008); https://doi.org/10.1117/12.784049

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