Preservation of Multimodularity: New Results and Applications

Preserving Multimodular Structure in Substitution Models Substitution is common in operations problems, where one product or resource may be used to satisfy demand intended for another. In models with multiple resources and demand classes, this flexibility makes it harder to establish structural properties of optimal dynamic decisions. In “Preservation of Multimodularity: New Results and Applications,” Tong Wang, Li Xiao, and Fen Xu develop two new preservation results for multimodularity, a key property for deriving monotonicity and bounded sensitivity of optimal decisions. The first applies to one-way substitution, such as upgrading, and the second extends to two-way substitution under suitable cost and priority conditions. A central insight is that when allocation priorities are determined by marginal cost or value inequalities, both multimodularity and these inequalities are preserved after optimization. Applications include dynamic capacity management, remanufacturing inventory systems with lost sales, buyer-item matching on resale platforms, and multilocation transshipment.

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Publication Details

Journal
Operations Research
Published
2026-04-07
DOI
https://doi.org/10.1287/opre.2025.1704
Primary Topic
Supply Chain and Inventory Management
Type
article
Field-Weighted Citation Impact
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article

Preservation of Multimodularity: New Results and Applications

Tong Wang
Operations Research
Supply Chain and Inventory Management
article

Preservation of Multimodularity: New Results and Applications

Tong Wang
article en

Abstract

Preserving Multimodular Structure in Substitution Models Substitution is common in operations problems, where one product or resource may be used to satisfy demand intended for another. In models with multiple resources and demand classes, this flexibility makes it harder to establish structural properties of optimal dynamic decisions. In “Preservation of Multimodularity: New Results and Applications,” Tong Wang, Li Xiao, and Fen Xu develop two new preservation results for multimodularity, a key property for deriving monotonicity and bounded sensitivity of optimal decisions. The first applies to one-way substitution, such as upgrading, and the second extends to two-way substitution under suitable cost and priority conditions. A central insight is that when allocation priorities are determined by marginal cost or value inequalities, both multimodularity and these inequalities are preserved after optimization. Applications include dynamic capacity management, remanufacturing inventory systems with lost sales, buyer-item matching on resale platforms, and multilocation transshipment.

Operations Research
City University of Hong Kong (HK), University of Macau (MO), Decision Sciences (United States) (US), Huazhong University of Science and Technology (CN)
Decent work and economic growth
Openalex Percentile: Top 19%
Supply Chain and Inventory Management
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