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Frontiers in Marine Science · 2026 · Vol. 13 · Frontiers
Maritime transport faces increasing “double random” risks—simultaneous supply disruptions and stochastic demand fluctuations. This study investigates the effectiveness of backup supply strategies in mitigating such risks, using crude oil procurement via the Strait of Hormuz as a case study. We develop a stochastic optimization model comparing two procurement scenarios: sole reliance on a primary supplier versus inclusion of a...