Refined Wasserstein Distributionally Robust Optimization for Contract Pricing: The Value of Optimality Conditions in Transactions
References
- (2011) Asymmetric information and economies of scale in service contracting. Manufacturing Service Oper. Management 13(1):58–72.Link, Google Scholar
- (2023) How big should your data really be? Data-driven newsvendor: Learning one sample at a time. Management Sci. 69(10):5848–5865.Link, Google Scholar
- (2024a) An exponential cone programming approach for managing electric vehicle charging. Oper. Res. 72(5):2215–2240.Link, Google Scholar
- (2024b) Technical note—Data-driven chance constrained programs over Wasserstein balls. Oper. Res. 72(1):410–424.Link, Google Scholar
- (2022) Distributionally robust optimization with confidence bands for probability density functions. INFORMS J. Optim. 4(1):65–89.Link, Google Scholar
- (2022) Computationally efficient approximations for distributionally robust optimization under moment and Wasserstein ambiguity. INFORMS J. Comput. 34(3):1768–1794.Link, Google Scholar
- (2004) Designing supply contracts: Contract type and information asymmetry. Management Sci. 50(4):550–559.Link, Google Scholar
- (2016) Service analytics for it service management. IBM J. Res. Development 60(2–3):13:1–13:17.Crossref, Google Scholar
- Forrester Consulting and Impact.com (2020) Global D2C brand partnership marketing maturity white paper. Technical report, Forrester Research, Cambridge, MA, and Impact.com, Santa Barbara, CA.Google Scholar
- (2023) Distributionally robust stochastic optimization with Wasserstein distance. Math. Oper Res. 48(2):603–655.Link, Google Scholar
- (2018) Conic programming reformulations of two-stage distributionally robust linear programs over Wasserstein balls. Oper. Res. 66(3):849–869.Link, Google Scholar
- Jiang N, Xie W (2024) Also-x: Better convex approximations for distributionally robust chance constrained programs. Math. Programming, ePub ahead of print October 15, https://doi.org/10.1007/s10107-024-02150-8.Google Scholar
- (2011) Contract complexity and performance under asymmetric demand information: An experimental evaluation. Management Sci. 57(4):689–704.Link, Google Scholar
- (1958) On a space of totally additive functions. Vestnik St. Petersburg Univ. Math. 13(7):52–59.Google Scholar
- (2019) Wasserstein distributionally robust optimization: Theory and applications in machine learning. INFORMS Tutorials of Operations Research, 130–166.Google Scholar
- (2023) Contracting for product support under information asymmetry. Management Sci. 69(8):4627–4645.Link, Google Scholar
- (2022) Robust stochastic facility location: Sensitivity analysis and exact solution. INFORMS J. Comput. 34(5):2776–2803.Link, Google Scholar
- (2018) Data-driven distributionally robust optimization using the Wasserstein metric: Performance guarantees and tractable reformulations. Math. Programming 171(1):115–166.Crossref, Google Scholar
- (2019) Temporary contract adjustment to a retailer with a private demand forecast. Management Sci. 65(1):209–229.Link, Google Scholar
- (2022) Optimal contract under asymmetric information about fairness. Manufacturing Service Oper. Management 24(1):305–314.Link, Google Scholar
- (2022) Supply chain coordination for e-commerce: Risk penalty vs. flat rate. Manufacturing Service Oper. Management 24(2):1110–1127.Link, Google Scholar
- Volvo Group (2024) Kep 7 logistics requirements. Technical report, Volvo Group, Gothenburg, Sweden.Google Scholar
- (2021) On distributionally robust chance constrained programs with Wasserstein distance. Math. Programming 186(1):115–155.Crossref, Google Scholar
- (2020) Robust contract designs: Linear contracts and moral hazard. Oper. Res. 68(5):1457–1473.Link, Google Scholar
- (2025) Refined Wasserstein distributionally robust optimization for contract pricing: The value of optimality conditions in transactions. http://dx.doi.org/10.1287/ijoc.2024.0547.cd, https://github.com/INFORMSJoC/2024.0547.Google Scholar
- Yun X, Liu H, Li Y, Lai KK (2023) Contract design under asymmetric demand information for sustainable supply chain practices. Ann. Oper. Res. 324:1429–1459.Google Scholar
- (2020) Optimal nonlinear pricing in social networks under asymmetric network information. Oper. Res. 68(3):818–833.Link, Google Scholar
- (2023) Robust sourcing under multilevel supply risks: Analysis of random yield and capacity. INFORMS J. Comput. 35(1):178–195.Link, Google Scholar
- (2024) Supply chain contracts in the small data regime. Manufacturing Service Oper. Management 26(4):1387–1401.Link, Google Scholar

