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The regression, a causal forecasting model that fits curves to the entire data set to minimize the forecasting errors, is often applied for the seasonal forecasting of tropical cyclones (TCs).
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Genetic Algorithm (GA) is then used to optimize the weighting coefficients of different forecast components and minimize the forecast error.
The coefficient α was chosen to minimize the forecast error variance in the training data, and was approximately 0.2 in all training cases.
When monitoring complaint levels over multi-year time frames, it is necessary to periodically update baseline model coefficients in order to minimize the extrapolation in forecasting.
All schedules are used to minimize the mathematic expectation Eerr between the forecasting and actual wind power to reduce power shortage of WFs caused by wind power forecasting errors.
Its operating principle was built on the wind power forecasting to minimize the offset of SOC.
The HaRUM was designed to minimize the calculation cost for ocean forecasts and to calculate the SGD. Figure 5 Flowchart to estimate river runoff and structure of the tank model with three serial tanks.
Also, Xiaolong (2004) derived and measured a forecasting procedure that minimizes the mean squared forecasting error for the specified demand process.
In such learning, each network's forecasts are compared with the known correct answer and the weights are adjusted based on the resulting forecast error to minimize the error function.
Recent advances in seasonal forecasting are generating new opportunities to minimize the impact of CV on health [ World Health Organization (WHO) 2004].
The profit forecasts allow stores to set reasonable expectations for investors, and minimize the chances for surprises, which Wall Street tends to dislike.
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