Abstract:We study a competitive online optimization problem with multiple inventories. In the problem, an online decision maker seeks to optimize the allocation of multiple capacity-limited inventories over a slotted horizon, while the allocation constraints and revenue function come online at each slot. The problem is challenging as we need to allocate limited inventories under adversarial revenue functions and allocation constraints, while our decisions are coupled among multiple inventories and different slots. We p… Show more
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