Learn a probabilistic mapping from a generator's bids to market-clearing regions with an SVM, then maximize expected profit by gradient descent, without needing transmission parameters.
Modeling methods for GenCo bidding strategy optimization in the liberalized electricity spot market–a state-of-the-art review,
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A Data-Driven Pool Strategy for Price-Makers Under Imperfect Information
Learn a probabilistic mapping from a generator's bids to market-clearing regions with an SVM, then maximize expected profit by gradient descent, without needing transmission parameters.