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A hybrid least squares support vector machine with bat and CUCKOO search algorithms for time series forecasting
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Following the success, this study has integrated the two algorithms to better optimize the LSSVM. The newly proposed forecasting algorithm, termed as CUCKOO-BAT-LSSVM, produces better forecasting in terms of MAPE, accuracy and RMSPE. Such an outcome provides an alternative model to be used in facilitating decision-making in forecasting.
Nội dung trích xuất từ tài liệu:
A hybrid least squares support vector machine with bat and CUCKOO search algorithms for time series forecasting
Nội dung trích xuất từ tài liệu:
A hybrid least squares support vector machine with bat and CUCKOO search algorithms for time series forecasting
Tìm kiếm theo từ khóa liên quan:
Information and communication technology Hybrid least squares support vector machine Cuckoo search algorithms Time series forecasting Least squares support vector machine Particle swarm optimizationTài liệu liên quan:
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