A hybrid fuzzy quantum time series and linear programming model: Special application on TAIEX index dataset
Pritpal Singh, Gaurav Dhiman, Sen Guo, Ritika Maini, Harsimran Kaur, Amandeep Kaur, Harmanpreet Kaur, JASWINDER PAL SINGH, Napinder Singh · Modern Physics Letters A · 2019
The supremacy of quantum approach is able to provide the solutions which are not practically feasible on classical machines. This paper introduces a novel quantum model for time series data which depends on the appropriate length of intervals. In this study, the effects of these drawbacks are elaborately illustrated, and some significant measures to remove them are suggested, such as use of degree of membership along with mid-value of the interval. All these improvements signify the effective results in case of quantum time series, which are verified and validated with real-time datasets.