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MATLAB Implementation of "Fuzzy time series forecasting based on proportions of intervals and particle swarm optimization techniques"

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PSO-FTS

MATLAB Implementation of Chen, Shyi-Ming, Xin-Yao Zou and Gracius Cagar Gunawan. “Fuzzy time series forecasting based on proportions of intervals and particle swarm optimization techniques.” Inf. Sci. 500 (2019): 127-139.

This is project to explore the effectiveness of this method for NTUST CS5023701 Knowledge-Based Systems.

Instruction

I have attached training data of The University of Alabama Total Student Enrollment by Sex: Fall 1944 to 2019 from http://oira.ua.edu/factbook/reports/student-enrollment/historical/total-student-enrollment-by-sex-1944-to-present-/ which is made into csv file in the project. You can start running from forecast.m to plot forecast and actual enrollment.

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MATLAB Implementation of "Fuzzy time series forecasting based on proportions of intervals and particle swarm optimization techniques"

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