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June 20, 2026Transportation Research Part C Emerging TechnologiesOpen Access

Predictive stochastic repurposable supply chain: an adaptive strategy toward supply chain plasticity

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Authors

HGHani GilaniTWTom Van Woensel

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Overview

Randomized trial demonstrates enhanced supply chain resilience in long-term crises, indicating improved adaptability.

Key Points

  • The aim is to develop an adaptive strategy for supply chain management during unpredictable long-term disruptions.
  • Proposed a two-stage stochastic mixed-integer linear programming (MILP) model for supply chain optimization.
  • Implemented a predictive algorithm using machine learning to estimate probabilities under uncertain disruption severity.
  • Used Generalized Benders Decomposition to solve large-scale stochastic optimization problems.
  • Reduced the scenario tree from 729 potential scenarios to 8, reflecting significant pruning.
  • Achieved a 9.7% increase in total income for the repurposable supply chain compared to the non-repurposable model.
  • Identified a 20% increase in purchasing costs leading to a 7.5% objective value increase in the repurposable model.

Cite This Study

Gilani et al. (2026) studied this question.

synapsesocial.com/papers/6a362f11db0793dc1a536924https://doi.org/10.1016/j.trc.2026.105768
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Also Consider

Synapse has enriched 4 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Supply chain network design under uncertainty: A comprehensive review and future research directions2017 · 668 citations
  2. 2Inequalities for Stochastic Linear Programming Problems1960 · 263 citations
  3. 3Risk-averse decision-making to maintain supply chain viability under propagated disruptions2023 · 83 citations
  4. 4Resilient transportation network design with disruption uncertainty and lead times2024 · 16 citations