Dynamic Pricing Under Self-Exciting Arrival Processes

Published Online:https://doi.org/10.1287/opre.2024.1172

References

  • Ahn H, Ryan CT, Uichanco J, Zhang M (2025) Valuing influence with social learning. Manufacturing Service Oper. Management, ePub ahead of print December 19, https://doi.org/10.1287/msom.2025.0348.LinkGoogle Scholar
  • Ajorlou A, Jadbabaie A, Kakhbod A (2018) Dynamic pricing in social networks: The word-of-mouth effect. Management Sci. 64(2):971–979.LinkGoogle Scholar
  • Aviv Y, Pazgal A (2005) A partially observed Markov decision process for dynamic pricing. Management Sci. 51(9):1400–1416.LinkGoogle Scholar
  • Bacry E, Delattre S, Hoffmann M, Muzy J-F (2013) Some limit theorems for Hawkes processes and application to financial statistics. Stochastic Processes Appl. 123(7):2475–2499.CrossrefGoogle Scholar
  • Bai Y, Housni OE, Jin B, Rusmevichientong P, Topaloglu H, Williamson DP (2023) Fluid approximations for revenue management under high-variance demand. Management Sci. 69(7):3759–4361.Google Scholar
  • Brémaud P, Massoulié L (1996) Stability of nonlinear Hawkes processes. Ann. Probability 24(3):1563–1588.CrossrefGoogle Scholar
  • Caro F, Martínez-de Albéniz V (2020) Managing online content to build a follower base: Model and applications. INFORMS J. Optim. 2(1):57–77.LinkGoogle Scholar
  • Chen Q, Jasin S, Duenyas I (2016) Real-time dynamic pricing with minimal and flexible price adjustment. Management Sci. 62(8):2437–2455.LinkGoogle Scholar
  • Cooper W (2002) Asymptotic behavior of an allocation policy for revenue management. Oper. Res. 50(4):720–727.LinkGoogle Scholar
  • Daw A, Pender J (2018) Queues driven by Hawkes processes. Stochastic Systems 8(3):192–229.LinkGoogle Scholar
  • Daw A, Castellanos A, Yom-Tov G, Pender J, Gruendlinger L (2025) The co-production of service: Modeling services in contact centers using Hawkes processes. Management Sci. 71(3):1865–1888.Google Scholar
  • Gallego G, Van Ryzin G (1994) Optimal dynamic pricing of inventories with stochastic demand over finite horizons. Management Sci. 40(8):999–1020.LinkGoogle Scholar
  • Gallego G, Van Ryzin G (1997) A multiproduct dynamic pricing problem and its applications to network yield management. Oper. Res. 45(1):24–41.LinkGoogle Scholar
  • Gao X, Zhu L (2018) Functional central limit theorems for stationary hawkes processes and application to infinite-server queues. Queueing Systems 90(1–2):161–206.CrossrefGoogle Scholar
  • Graffius S (2024) Lifespan (half-life) of social media posts: Update for 2024. Research report. https://doi.org/10.13140/RG.2.2.21043.60965.Google Scholar
  • Hawkes A (1971) Spectra of some self-exciting and mutually exciting point processes. Biometrika 58(1):83–90.CrossrefGoogle Scholar
  • Hawkes A, Oakes D (1974) A cluster process representation of a self-exciting process. J. Appl. Probability 11(3):493–503.CrossrefGoogle Scholar
  • Huang J, Mani A, Wang Z (2022) The value of price discrimination in large social networks. Management Sci. 68(6):4454–4477.LinkGoogle Scholar
  • Jasin S (2014) Reoptimization and self-adjusting price control for network revenue management. Oper. Res. 62(5):1168–1178.LinkGoogle Scholar
  • Jasin S, Kumar S (2013) Analysis of deterministic LP-based booking limit and bid price controls for revenue management. Oper. Res. 61(6):1312–1320.LinkGoogle Scholar
  • Jiang J (2023) Constant approximation for network revenue management with Markovian-correlated customer arrivals. Preprint, submitted May 10, https://arxiv.org/abs/2305.05829.Google Scholar
  • Jiang Z, Yang N, Zhang R (2022) Dynamic competition in online retailing: Implications of network effects. Preprint, submitted April 12, https://doi.org/10.2139/ssrn.4074212.Google Scholar
  • Keskin NB, Li M (2024) Selling quality-differentiated products in a Markovian market with unknown transition probabilities. Oper. Res. 72(3):885–902.LinkGoogle Scholar
  • Li H (2020) Optimal pricing under diffusion-choice models. Oper. Res. 68(1):115–133.LinkGoogle Scholar
  • Li W, Rusmevichientong P, Topaloglu H (2025) Revenue management with calendar-aware and dependent demands: Asymptotically tight fluid approximations. Oper. Res. 73(3):1260–1272.LinkGoogle Scholar
  • Lin Y, Wang M, Shen ZM, Zhang H, Zhang R (2024) Content promotion for online content platforms with network diffusion effect. Manufacturing Service Oper. Management 26(3):797–1187.LinkGoogle Scholar
  • Maglaras C, Meissner J (2006) Dynamic pricing strategies for multiproduct revenue management problems. Manufacturing Service Oper. Management 8(2):136–148.LinkGoogle Scholar
  • Najafi S, Duenyas I, Jasin S, Uichanco J (2024) Multiproduct dynamic pricing with limited inventories under a cascade click model. Manufacturing Service Oper. Management 26(2):554–572.LinkGoogle Scholar
  • Oakes D (1975) The Markovian self-exciting process. J. Appl. Probability 12(1):69–77.CrossrefGoogle Scholar
  • Pang Z, Berman O, Hu M (2015) Up then down: Bid-price trends in revenue management. Production Oper. Management 24(7):1135–1147.CrossrefGoogle Scholar
  • Reiman M, Wang Q (2008) An asymptotically optimal policy for a quantity-based network revenue management problem. Math. Oper. Res. 33(2):257–282.LinkGoogle Scholar
  • Rustichini A, Wolinsky A (1995) Learning about variable demand in the long run. J. Econom. Dynamic Control 19(5–7):1283–1292.CrossrefGoogle Scholar
  • Shen W, Duenyas I, Kapuscinski R (2014) Optimal pricing, production, and inventory for new product diffusion under supply constraints. Manufacturing Service Oper. Management 16(1):28–45.LinkGoogle Scholar
  • Wang Y, Wang H (2022) Constant regret resolving heuristics for price-based revenue management. Oper. Res. 70(6):3035–3628.LinkGoogle Scholar
  • Xie J, Sirbu M (1995) Price competition and compatibility in the presence of positive demand externalities. Management Sci. 41(5):909–926.LinkGoogle Scholar
  • Xu X, Hopp WJ (2009) Price trends in a dynamic pricing model with heterogeneous customers: A martingale perspective. Oper. Res. 57(5):1298–1302.LinkGoogle Scholar
  • Yang N, Zhang R (2022) Dynamic pricing and inventory management in the presence of online reviews. Production Oper. Management 31(8):3180–3197.CrossrefGoogle Scholar
  • Zhang M, Ahn H, Uichanco J (2022) Data-driven pricing for a new product. Oper. Res. 70(2):847–866.LinkGoogle Scholar
  • Zhu L (2013) Central limit theorem for nonlinear Hawkes processes. J. Appl. Probability 50(3):760–771.CrossrefGoogle Scholar
  • Zhu L (2015) Large deviations for Markovian nonlinear Hawkes processes. Ann. Appl. Probability 25(2):548–581.CrossrefGoogle Scholar
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