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Marrying stochastic gradient descent with bandits : learning algorithms for inventory systems with fixed costs

Yuan, Hao; Luo, Qi; Shi, Cong - In: Management science : journal of the Institute for … 67 (2021) 10, pp. 6089-6115

Persistent link: https://www.econbiz.de/10012665736

Network Revenue Management with Online Inverse Batch Gradient Descent Method

Chen, Yiwei; Shi, Cong - 2022

We consider a general class of price-based network revenue management problems that a firm aims to maximize revenue from multiple products produced with multiple types of resources endowed with limited inventory over a finite selling season. A salient feature of our problem is that the firm does...

Persistent link: https://www.econbiz.de/10014108258

Nonparametric data-driven algorithms for multiproduct inventory systems with censored demand

Shi, Cong; Chen, Weidong; Duenyas, Izak - In: Operations research 64 (2016) 2, pp. 362-370

Persistent link: https://www.econbiz.de/10011485528

Approximation algorithms for perishable inventory systems with setup costs

Zhang, Huanan; Shi, Cong; Chao, Xiuli - In: Operations research 64 (2016) 2, pp. 432-440

Persistent link: https://www.econbiz.de/10011485578

Approximation algorithms for perishable inventory systems

Chao, Xiuli; Gong, Xiting; Shi, Cong; Zhang, Huanan - In: Operations research 63 (2015) 3, pp. 585-601

Persistent link: https://www.econbiz.de/10011292956

Perishable inventory systems : convexity results for base-stock policies and learning algorithms under censored demand

Zhang, Huanan; Chao, Xiuli; Shi, Cong - In: Operations research 66 (2018) 5, pp. 1276-1286

Persistent link: https://www.econbiz.de/10011932445

Approximation algorithms for capacitated perishable inventory systems with positive lead times

Chao, Xiuli; Gong, Xiting; Shi, Cong; Yang, Chaolin; … - In: Management science : journal of the Institute for … 64 (2018) 11, pp. 5038-5061

Persistent link: https://www.econbiz.de/10011947129

Revenue management of reusable resources with advanced reservations

Chen, Yiwei; Levi, Retsef; Shi, Cong - In: Production and operations management : an international … 26 (2017) 5, pp. 836-859

Persistent link: https://www.econbiz.de/10011705480

Priority rules for multi-task due-date scheduling under varying processing costs

Xu, Yunjian; Shi, Cong; Duenyas, Izak - In: Production and operations management : an international … 25 (2016) 12, pp. 2086-2102

Persistent link: https://www.econbiz.de/10011628224

Production planning problems with joint service-level guarantee : a computational study

Jiang, Yuchen; Xu, Juan; Shen, Siqian; Shi, Cong - In: International journal of production research 55 (2017) 1/2, pp. 38-58

Persistent link: https://www.econbiz.de/10011588114