Abstract: Highlights•The design of a menu of contracts must consider uncertainty in the customers decision.•The formulation with a quadratically regularized lower-level leads to robust prices.•The pivoting heuristic, based on geometrical properties, solves realistic instances.•Study on French Electricity Retail market shows effectiveness of the quadratic model.
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