Formalizes support-exclusion in constrained pricing and introduces target-aware controller with certified bands and regret-information accounting that identifies when polynomial target mass succeeds but 1/t branches fail without extra movement.
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2026 2verdicts
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Gated Priority-based Greedy policies achieve competitive ratios for online multi-item order fulfillment in two-layer networks that match or nearly match lower bounds under time-varying and time-invariant costs.
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Resource-Constrained Adaptive Inference for Sequential Pricing
Formalizes support-exclusion in constrained pricing and introduces target-aware controller with certified bands and regret-information accounting that identifies when polynomial target mass succeeds but 1/t branches fail without extra movement.