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The wide-spread integration of renewable energies in modern power systems is a vital pre-requisite to transform the global energy system towards sustainability. The very obstacle that prevents these sources from spreading is its intermittent nature which results in a fluctuating generated power profile and that considerably affects the ability of these supplies to satisfy the required demand independently...
Combining with genetic algorithm, the improved estimation of distribution algorithm (EDA) is provided. The crossover and mutation operations are added and the "elite" individuals are retained, which can keep the excellent evolution mode. The selection based on energy entropy is added, which can explore the solution space sufficiently and keep the population diversity. A neural network with...
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