Robust pricing and production with information partitioning and adaptation

• المؤلفون الرئيسيون: Perakis, Georgia, Sim, Melvyn, Tang, Qinshen, Xiong, Peng
• مؤلفون آخرون: Nanyang Business School
• التنسيق: مقال
• اللغة: English
• منشور في: 2022
• الموضوعات: Business::Operations management::Supply chain management; Business::Operations management::Production management; Multi-Item; Pricing; Retail Analytics; Clustering; Distributionally Robust Optimization
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/160160
• المؤسسة: Nanyang Technological University

We introduce a new distributionally robust optimization model to address a two-period, multi-item joint pricing and production problem, which can be implemented in a data-driven setting using historical demand and side information pertinent to the prediction of demands. Starting from an additive dem...