Free Access

Centralized and Competitive Inventory Models with Demand Substitution

Serguei Netessine
Serguei Netessine
[email protected]
The Wharton School, University of Pennsylvania, Philadelphia, Pennsylvania 19104
Search for more papers by this author
,
Nils Rudi
Nils Rudi
[email protected]
W. E. Simon Graduate School of Business, University of Rochester, Rochester, New York 14627
Search for more papers by this author

Serguei Netessine

Serguei Netessine

[email protected]

The Wharton School, University of Pennsylvania, Philadelphia, Pennsylvania 19104

Search for more papers by this author

,

Nils Rudi

[email protected]

W. E. Simon Graduate School of Business, University of Rochester, Rochester, New York 14627

Search for more papers by this author

Published Online:1 Apr 2003https://doi.org/10.1287/opre.51.2.329.12788

Cited by
- Data-driven inventory management under customer substitution
  European Journal of Operational Research, Vol. 332, No. 3
- Fifty years of inventory research from a forecasting perspective
  European Journal of Operational Research, Vol. 331, No. 1
- Tactical and Strategic Risks From Supply Disruptions in Competing Supply Chains
  12 April 2026 | Naval Research Logistics (NRL), Vol. 53
- An efficient algorithm for large-scale dynamic assortment planning problems
  European Journal of Operational Research, Vol. 330, No. 1
- Optimal Inventory Strategies for Managing Shortages through Substitution of High- and Low-Quality Products with Lead Time Risk
  14 April 2026 | WPOM-Working Papers on Operations Management, Vol. 17
- Joint Assortment and Inventory Planning Under the Markov Chain Choice Model
  Omar Mouchtaki,
  Omar El Housni,
  Guillermo Gallego,
  Vineet Goyal,
  Salal Humair,
  Sangjo Kim,
  Ali Sadighian,
  Jingchen Wu
  4 February 2026 | Management Science, Vol. 0, No. 0
- Offline Learning and Optimization for Multi-Product Inventory Management With Stockout-Based Substitution
  4 February 2026 | Production and Operations Management
- Disclosing Low Product Availability: An Online Platform’s Strategy for Mitigating Stockout Risk
  Benjamin Knight,
  Dmitry Mitrofanov
  23 June 2025 | Management Science, Vol. 72, No. 2
- Operations & supply chain management: principles and practice
  8 October 2025 | International Journal of Production Research, Vol. 64, No. 1
- Adaptive Learning in Uncertain and Sequential Competition
  Shukai Li,
  Sanjay Mehrotra
  4 November 2025 | Operations Research, Vol. 74, No. 1
- Risk pooling under uncertainty
- Online marketplace operations with customer profiling: Fortune favors the “naughty”?
- An inventory-theoretic perspective on the asymmetric-dominance effect
  2 August 2024 | Annals of Operations Research, Vol. 355, No. 3
- Optimizing omnichannel assortments and inventory provisions under the multichannel attraction model
  European Journal of Operational Research, Vol. 324, No. 3
- How does demand switch affect newsvendor’s inventory decisions?
  30 June 2025 | Applied Economics, Vol. 3
- Optimal substitution strategies for inventory management: a novel simplified EOQ based model with shortages
  27 July 2024 | OPSEARCH, Vol. 62, No. 2
- Adaptive, Doubly Optimal No-Regret Learning in Strongly Monotone and Exp-Concave Games with Gradient Feedback
  Michael Jordan; ,
  Tianyi Lin; ,
  Zhengyuan Zhou
  23 May 2024 | Operations Research, Vol. 73, No. 3
- Estimating Stockout Costs and Optimal Stockout Rates: A Case on the Management of Ugly Produce Inventory
  Stanley Frederick W. T. Lim; ,
  Elliot Rabinovich; ,
  Sanghak Lee; ,
  Sungho Park
  9 July 2024 | Management Science, Vol. 71, No. 4
- Managerial decisions of remanufacturing technology portfolio under a discrete choice model
  Transportation Research Part E: Logistics and Transportation Review, Vol. 195
- Enhancing Retail Inventory Replenishment Amid Product Life Cycle Shifts: A System Dynamics Approach
  IEEE Transactions on Engineering Management, Vol. 72
- A Systematic Analysis and Experimental Verification of Joint Pricing and Inventory Strategies in Competitive Newsvendor Environments
  31 December 2024 | Systems, Vol. 13, No. 1
- Managing flexibility: optimal sizing and scheduling of flexible servers
  21 September 2024 | Queueing Systems, Vol. 108, No. 3-4
- Sustainable production strategies of loss-averse competitive manufacturers with reference dependence under cap-and-trade policy
  Transportation Research Part E: Logistics and Transportation Review, Vol. 192
- A Cooperative Model for a Two Levels Distribution Network with Multi-Storage Locations and Types
- Endogenous reactive transshipment prices eliminate proactive transshipments and coordinate reactive transshipments
  Operations Research Letters, Vol. 57
- Seller-Orchestrated Inventory Financing Under Bank Capital Regulation
  25 August 2024 | Production and Operations Management, Vol. 33, No. 11
- Relief item inventory planning under centralized and decentralized bilateral cooperation and uncertain transshipment quantities
  Socio-Economic Planning Sciences, Vol. 95
- Pricing heterogeneous products to heterogeneous customers who buy sequentially
  3 July 2024 | Annals of Operations Research, Vol. 340, No. 2-3
- Retailer- vs. Vendor-managed inventory in the presence of consumer response to retail stockouts
  6 February 2024 | International Journal of Production Research, Vol. 62, No. 17
- Newsvendor Competition with Endogenous Biases
  24 May 2024 | Production and Operations Management, Vol. 33, No. 7
- Constructing decision rules for multiproduct newsvendors: An integrated estimation-and-optimization framework
  European Journal of Operational Research, Vol. 315, No. 3
- Asymmetric N-Person Newsvendor Game with Overconfidence
  21 July 2024
- Research on Processing Game Problem of Fixed-Proportions Co-products Under Correlated Demand
  21 July 2024
- Omni-channel inventory management of perishable products under transshipment and substitution
  International Journal of Production Economics, Vol. 267
- Optimal Single-Period Product Allocation Under Uncertain Demand in a Prioritized Multisegment Market for a Monopolistic Retailer
  IEEE Transactions on Engineering Management, Vol. 71
- Reconsidering Volume-based Drug Procurement Policy: The Consequences of Pharmaceutical Manufacturer’s Strategic Behaviors
  1 January 2024 | SSRN Electronic Journal, Vol. 67
- A co-opetitive newsvendor model with product substitution and a wholesale price contract
  European Journal of Operational Research, Vol. 311, No. 2
- Inventory Commitment and Monetary Compensation Under Competition
  Junfei Lei,
  Fuqiang Zhang,
  Renyu Zhang,
  Yugang Yu
  3 August 2023 | Manufacturing & Service Operations Management, Vol. 25, No. 6
- The dynamic risk profiles and management strategies in supply chain coopetition under altruistic preference
  International Review of Financial Analysis, Vol. 90
- The impact of stockout‐based switching on fill rates
  13 August 2023 | Journal of Business Logistics, Vol. 44, No. 4
- Bilateral transshipment between competing retailers
  18 March 2023 | Naval Research Logistics (NRL), Vol. 70, No. 6
- Inventory competition on electronic marketplaces – A competitive newsvendor problem with a unilateral sales commission fee
  European Journal of Operational Research, Vol. 309, No. 2
- Trade‐offs between operational performance and sales in a retail environment: The simultaneous impact of product variety on inventory levels, product availability, and sales
  25 January 2023 | Journal of Business Logistics, Vol. 44, No. 3
- An asymptotic perspective on risk pooling: Limitations and relationship to transshipments
  13 July 2022 | IISE Transactions, Vol. 55, No. 6
- Demand uncertainty reduction among competing retailers
  1 June 2023 | Production and Operations Management, Vol. 32, No. 6
- Covid 19 vaccine order allocation: an optimization model with substitution
  19 July 2022 | Journal of Humanitarian Logistics and Supply Chain Management, Vol. 13, No. 2
- Traffic channeling under uncertain conversion rates on e‐commerce platforms
  12 September 2022 | Naval Research Logistics (NRL), Vol. 70, No. 1
- Time for upgrades? In time for consumers and competition
  International Journal of Production Economics, Vol. 256
- The impact of inventory risk on market prices under competition
  26 March 2021 | Decision Sciences, Vol. 54, No. 1
- ANALYSIS OF LABOR RESOURCES WASTAGE IN CHINA’S REAL ESTATE BROKERAGE: FROM THE PERSPECTIVE OF OPPORTUNITY COSTS
  JOURNAL OF CIVIL ENGINEERING AND MANAGEMENT, Vol. 29, No. 2
- Network inventory deployment for responsive fulfillment
  International Journal of Production Economics, Vol. 255
- An analysis of inventory policies for substitute pharmaceuticals with purchasing or selling constraints
  2 October 2020 | International Transactions in Operational Research, Vol. 30, No. 1
- Newsvendor Competition with Endogenous Biases
  1 January 2023 | SSRN Electronic Journal, Vol. 23
- Estimating Stockout Costs and Optimal Stockout Rates: A Case on the Management of Ugly Produce Inventory
  1 January 2023 | SSRN Electronic Journal, Vol. 1215
- Greedy-like Algorithm for Large-scale Dynamic Assortment Planning Problems
  1 January 2023 | SSRN Electronic Journal, Vol. 66
- Remanufacturing Technology Portfolio Decisions under a Discrete Choice Model
  1 January 2023 | SSRN Electronic Journal, Vol. 21
- No-Regret Learning in Multi-Retailer Inventory Control
  1 January 2023 | SSRN Electronic Journal, Vol. 59
- A method of top-performing product identification
  Procedia Computer Science, Vol. 225
- Price competition between manufacturers selling to a common retailer under stock-out-based substitution
  Computers & Industrial Engineering, Vol. 174
- Inventory control with demand substitution: new insights from a two-product Economic Order Quantity analysis
  Omega, Vol. 113
- Let them stay or let them go? Online retailer pricing strategy for managing stockouts
  1 November 2022 | Production and Operations Management, Vol. 31, No. 11
- Which strategy is better for managing multi-product demand uncertainty: Inventory substitution or probabilistic selling?
  European Journal of Operational Research, Vol. 302, No. 1
- Joint assortment and inventory optimization for vertically differentiated products under consumer-driven substitution
  European Journal of Operational Research, Vol. 301, No. 1
- Multi-Period EOQ Model for Multi-Generation Technology Products With Short Product Life Cycles
  International Journal of E-Adoption, Vol. 14, No. 1
- A Model for Integrated Inventory and Assortment Planning
  Victor Martínez-de-Albéniz,
  Sumit Kunnumkal
  14 December 2021 | Management Science, Vol. 68, No. 7
- Product variety in retail: the moderating influence of demand variability
  19 April 2022 | International Journal of Physical Distribution & Logistics Management, Vol. 52, No. 4
- Production/inventory competition between firms with fixed-proportions co-production systems
  European Journal of Operational Research, Vol. 299, No. 2
- An efficient learning framework for multiproduct inventory systems with customer choices
  1 June 2022 | Production and Operations Management, Vol. 31, No. 6
- Managing supply risk for high-tech products under stockout-based substitution1
  Journal of Intelligent & Fuzzy Systems, Vol. 43, No. 1
- Prediction-Driven Sequential Optimization for Refined Oil Production-Sales-Stock Decision-Making
  8 June 2022 | Energies, Vol. 15, No. 12
- Conveying Demand Information in Serial Supply Chains with Capacity Limits
  Roman Kapuściński,
  Rodney P. Parker
  23 February 2022 | Operations Research, Vol. 70, No. 3
- Ordering policies for heterogeneous platelets demand with unreliable supply and substitution
  22 February 2021 | Journal of the Operational Research Society, Vol. 73, No. 4
- Optimal inventory policies for short life cycle successive generations’ technology products
  12 March 2021 | Journal of Management Analytics, Vol. 9, No. 2
- Technical Note—A Monge Sequence-Based Approach to Characterize the Competitive Newsvendor Problem
  Saurabh Bansal,
  Mahesh Nagarajan
  22 December 2021 | Operations Research, Vol. 70, No. 2
- Inventory management for the in-flight catering industry: A case of uncertain demand and product substitutability
  Computers & Industrial Engineering, Vol. 165
- Stocking Under Random Demand and Product Variety: Exact Models and Heuristics
  1 March 2022 | Production and Operations Management, Vol. 31, No. 3
- Beyond Retail Stores: Managing Product Proliferation along the Supply Chain
  1 March 2022 | Production and Operations Management, Vol. 31, No. 3
- A Two‐Product Newsvendor Problem with Partial Demand Substitution
  1 March 2022 | Production and Operations Management, Vol. 31, No. 3
- Strategic Inventories Under Supply Chain Competition
  Xi Li,
  Yanzhi Li,
  Ying-Ju Chen
  10 February 2021 | Manufacturing & Service Operations Management, Vol. 24, No. 1
- Customer Choice Models vs. Machine Learning: Finding Optimal Product Displays on Alibaba
  Jacob Feldman,
  Dennis J. Zhang,
  Xiaofei Liu,
  Nannan Zhang
  26 October 2021 | Operations Research, Vol. 70, No. 1
- Optimal Market-Integration Decisions by Policymakers: Modeling and Analysis of Agriculture Market Data
  Shivam Gupta,
  Saurabh Bansal
  16 November 2021 | Operations Research, Vol. 70, No. 1
- Distribution Channel Relationships in the Presence of Multimarket Contact
  1 January 2022 | Production and Operations Management, Vol. 31, No. 1
- Multi-Product Newsvendor with Stockout-Based Substitution: A Non-Parametric Approach
  SSRN Electronic Journal, Vol. 23
- Robust Capacity Planning with General Upgrading
  SSRN Electronic Journal, Vol. 229
- Dynamic Competition in Online Retailing: Implications of Network Effects
  SSRN Electronic Journal, Vol. 22
- Feature Centralized Multiproduct Newsvendor with Substitution
  SSRN Electronic Journal, Vol. 176
- Disclosing Low Product Availability: An Online Retailer's Strategy for Mitigating Stockout Risk
  SSRN Electronic Journal, Vol. 57
- Time for Upgrades? In Time for Consumers and Competition
  SSRN Electronic Journal, Vol. 47
- Adaptive, Doubly Optimal No-Regret Learning in Games with Gradient Feedback
  SSRN Electronic Journal, Vol. 408
- A guarantee credit model with substitutable product competition
  12 October 2020 | International Journal of Production Research, Vol. 59, No. 22
- Managing Overconfident Newsvendors: A Target‐Setting Approach
  1 November 2021 | Production and Operations Management, Vol. 30, No. 11
- Equilibrium return policies under manufacturer competition
  29 December 2020 | Naval Research Logistics (NRL), Vol. 68, No. 7
- Pricing against supply disruption under duopolistic competition
  25 March 2019 | International Transactions in Operational Research, Vol. 28, No. 5
- Robust multi-product newsvendor model with uncertain demand and substitution
  European Journal of Operational Research, Vol. 293, No. 1
- Multiproduct Newsvendor Problem with Customer-Driven Demand Substitution: A Stochastic Integer Program Perspective
  Jie Zhang,
  Weijun Xie,
  Subhash C. Sarin
  28 October 2020 | INFORMS Journal on Computing, Vol. 33, No. 3
- The competitive loss‐averse newsvendor problem with quantity‐oriented reference point
  6 November 2020 | Applied Stochastic Models in Business and Industry, Vol. 37, No. 3
- Research on the variable buyback contract
  1 July 2020 | Journal of Modelling in Management, Vol. 16, No. 1
- Postoperative pain in endodontic retreatment of one visit versus multiple visits: a systematic review and meta-analysis of randomized controlled trials
  5 January 2021 | Clinical Oral Investigations, Vol. 25, No. 2
- Grocery Store Density and Food Waste
  Elena Belavina
  30 January 2020 | Manufacturing & Service Operations Management, Vol. 23, No. 1
- An optimal stocking problem to minimize the expected time to sellout
  Operations Research Letters, Vol. 49, No. 1
- An Efficient Learning Framework for Multi-Product Inventory Systems with Customer Choices
  SSRN Electronic Journal, Vol. 47
- Joint Assortment and Inventory Planning for Heavy Tailed Demand
  SSRN Electronic Journal, Vol. 66
- Traffic Channeling Under Uncertain Conversion Rates on E-Commerce Platforms
  SSRN Electronic Journal, Vol. 17
- Conveying Demand Information in Serial Supply Chains with Capacity Limits
  SSRN Electronic Journal, Vol. 41
- Dynamic Inventory Control with Stockout Substitution and Demand Learning
  Boxiao Chen,
  Xiuli Chao
  21 May 2020 | Management Science, Vol. 66, No. 11
- Category Inventory Planning With Service Level Requirements and Dynamic Substitutions
  1 November 2020 | Production and Operations Management, Vol. 29, No. 11
- Value of down-conversion policy in a vertical differentiated co-production system
  International Journal of Production Economics, Vol. 228
- Trade credit insurance in a capital‐constrained supply chain
  28 January 2020 | International Transactions in Operational Research, Vol. 27, No. 5
- Efficient food service chain management considering substitute products
  Asia Pacific Journal of Marketing and Logistics, Vol. 33, No. 2
- Revenue management games with government mandate
  Omega, Vol. 93
- The Bright and Dark Sides of Customer Switching
  1 June 2020 | Production and Operations Management, Vol. 29, No. 6
- Purchase and retrieval competition for seasonal produce
  4 March 2020 | Naval Research Logistics (NRL), Vol. 67, No. 3
- A review of non-cooperative newsvendor games with horizontal inventory interactions
  Omega, Vol. 92
- The newsvendor problem with barter exchange
  Omega, Vol. 92
- An Integrated Model of EOQ and Newsboy Problem for Substitutable Items with Space Constraints
  1 February 2020
- Hierarchical Reasoning and Knapsack Problem Modelling to Design the Ideal Assortment in Retail
  5 June 2020
- Sharing Newsboys
  SSRN Electronic Journal, Vol. 3
- Let Them Stay or Let Them Go? Online Retailer Pricing Strategy for Managing Stockouts
  SSRN Electronic Journal, Vol. 52
- Assortment and Inventory Planning Under Dynamic Substitution with MNL Model: Structural Results and a Near-Optimal Heuristic
  SSRN Electronic Journal, Vol. 66
- Adoption and Diffusion of Hi-Technology Product and Related Inventory Policies
  International Journal of E-Adoption, Vol. 12, No. 1
- Supply Chain Contracts That Prevent Information Leakage
  Yiwei Chen,
  Özalp Özer
  7 May 2019 | Management Science, Vol. 65, No. 12
- Partial pooling by independent firms with allocation according to contribution to pool
  International Journal of Production Economics, Vol. 218
- Stochastic optimization models with substitution as a result of price differences and stockouts
  10 April 2019 | International Transactions in Operational Research, Vol. 26, No. 6
- Researching Issues of Product Range and Stock Management in Trade Chains
  29 October 2019 | Vestnik of the Plekhanov Russian University of Economics, No. 5
- Platelets inventory management: A rolling horizon Sim–Opt approach for an age-differentiated demand
  24 July 2018 | Journal of Simulation, Vol. 13, No. 3
- Optimal ordering policy for short life-cycle products under credit financing with dynamic adoption in supply chain
  14 May 2019 | Journal of Management Analytics, Vol. 6, No. 3
- Pricing Decision within an Inventory Model for Complementary and Substitutable Products
  26 June 2019 | Mathematics, Vol. 7, No. 7
- Early sale of seasonal inventory in the newsvendor problem
  30 April 2019 | IISE Transactions, Vol. 51, No. 6
- Managing Perishable Inventory Systems with Product Returns and Remanufacturing
  1 June 2019 | Production and Operations Management, Vol. 28, No. 6
- A comparison of the merchant and agency models in the hotel industry
  7 February 2017 | International Transactions in Operational Research, Vol. 26, No. 3
- Excess procurement strategies by a dominant buyer under constrained supply
  1 April 2019 | Naval Research Logistics (NRL), Vol. 66, No. 3
- Learning from Inventory Availability Information: Evidence from Field Experiments on Amazon
  Ruomeng Cui,
  Dennis J. Zhang,
  Achal Bassamboo
  18 April 2018 | Management Science, Vol. 65, No. 3
- Strategic placement of telemetry units considering customer usage correlation
  EURO Journal on Transportation and Logistics, Vol. 8, No. 1
- Product substitution in different weights and brands considering customer segmentation and panic buying behavior
  Industrial Marketing Management, Vol. 77
- On the Relationship Between Quantity Precommitment and Cournot Games
  Amr Farahat,
  Woonghee Tim Huh,
  Hongmin Li
  15 January 2019 | Operations Research, Vol. 67, No. 1
- Assortment Planning with Nested Preferences: Dynamic Programming with Distributions as States?
  9 May 2018 | Algorithmica, Vol. 81, No. 1
- Inventory Levels of Two Stockout-based Substitutable Products under Centralized and Competitive Settings
  IFAC-PapersOnLine, Vol. 52, No. 13
- A Trade Credit Model with Asymmetric Competing Retailers
  1 January 2019 | Production and Operations Management, Vol. 28, No. 1
- Managing Perishable Inventory Systems with Product Returns and Remanufacturing
  SSRN Electronic Journal, Vol. 63
- Financing Inventory under Bank Capital Regulation and Seller Orchestration
  SSRN Electronic Journal, Vol. 47
- Beyond Retail Stores: Managing Product Proliferation along the Supply Chain
  SSRN Electronic Journal, Vol. 26
- Online Assortment Optimization with High-Dimensional Data
  SSRN Electronic Journal, Vol. 67
- Study on Single Cycle Production Allocation and Supply Strategy for DCEs Based on the CVaR Criterion
  Discrete Dynamics in Nature and Society, Vol. 2018
- Inventory policies for two products under Poisson demand: Interaction between demand substitution, limited storage capacity and replenishment time uncertainty
  19 June 2018 | Naval Research Logistics (NRL), Vol. 65, No. 8
- Newsvendor competition under asymmetric cost information
  European Journal of Operational Research, Vol. 271, No. 2
- An inventory replenishment system with two inventory-based substitutable products
  International Journal of Production Economics, Vol. 204
- A Reference Point Logit Model for Estimating Substitution Probabilities Using Point of Sale Data
  International Journal of Information Systems and Supply Chain Management, Vol. 11, No. 4
- Responsive pricing and stock redistribution: Implications for stock balancing and system performance
  18 January 2018 | Journal of the Operational Research Society, Vol. 69, No. 7
- Technical Note—Multiproduct Inventory Management Under Customer Substitution and Capacity Restrictions
  Jochen Schlapp,
  Moritz Fleischmann
  11 May 2018 | Operations Research, Vol. 66, No. 3
- Polynomial algorithm of inventory model with complete backordering and correlated demand caused by cross-selling
  International Journal of Production Economics, Vol. 199
- Demand estimation under multi-store multi-product substitution in high density traditional retail
  European Journal of Operational Research, Vol. 266, No. 1
- Joint pricing and production decisions with yield uncertainty and downconversion
  International Journal of Production Economics, Vol. 197
- The Multiproduct Newsvendor Problem with Customer Choice
  Amr Farahat,
  Joonkyum Lee
  6 October 2017 | Operations Research, Vol. 66, No. 1
- Managing demand uncertainty: Probabilistic selling versus inventory substitution
  International Journal of Production Economics, Vol. 196
- An inverse newsvendor model to set the optimal number of customers in a capacitated environment
  International Journal of Production Economics, Vol. 196
- Multi-Product Newsvendor Problem with Customer-Driven Demand Substitution: A Stochastic Integer Program Perspective
  SSRN Electronic Journal, Vol. 162
- Robust Multi-Product Newsvendor Model With Substitution Under Cardinality-Constrained Uncertainty Set
  SSRN Electronic Journal, Vol. 4
- Technical Note—Multivariate Partial-Expectation Results for Exact Solutions of Two-Stage Problems
  Saurabh Bansal,
  James S. Dyer
  15 June 2017 | Operations Research, Vol. 65, No. 6
- Inventory management under price-based and stockout-based substitution
  European Journal of Operational Research, Vol. 262, No. 3
- A two-product newsvendor system with a flexible product
  International Journal of Production Economics, Vol. 193
- Robust inventory management with stock-out substitution
  International Journal of Production Economics, Vol. 193
- Supply chain coordination with a single supplier and multiple retailers considering customer arrival times and route selection
  Transportation Research Part E: Logistics and Transportation Review, Vol. 106
- Overconfident Competing Newsvendors
  Meng Li,
  Nicholas C. Petruzzi,
  Jun Zhang
  30 June 2016 | Management Science, Vol. 63, No. 8
- Optimal production, pricing, and substitution policies in continuous review production-inventory systems
  European Journal of Operational Research, Vol. 260, No. 2
- Modeling Strategic Behavior in The Competitive Newsvendor Problem: An Experimental Investigation
  1 July 2017 | Production and Operations Management, Vol. 26, No. 7
- Optimal production scheduling with customer-driven demand substitution
  23 August 2016 | International Journal of Production Research, Vol. 55, No. 6
- Revenue management under joint pricing and capacity allocation competition
  European Journal of Operational Research, Vol. 257, No. 3
- The Dynamics of Domestic Gray Markets and Its Impact on Supply Chains
  1 March 2017 | Production and Operations Management, Vol. 26, No. 3
- Newsvendor Mergers
  Soo-Haeng Cho,
  Xin Wang
  2 March 2016 | Management Science, Vol. 63, No. 2
- Hedging Scenarios Under Competition: Exploring the Impact of Competitors’ Hedging Practices
  20 December 2016
- Inconsistency of a retailer's optimal policies and channel performance under revenue sharing contracts
  International Journal of Production Economics, Vol. 183
- Incompleteness and Inefficiency in Trading Networks
  SSRN Electronic Journal, Vol. 1093
- When Less is More: Estimating the Effect of Product Variety on Retail Operational Performance
  SSRN Electronic Journal, Vol. 12
- Strategic Inventories Under Supply Chain Competition
  SSRN Electronic Journal, Vol. 54
- Optimal Control Policy for Stochastic Inventory Models with Two Substitutable Products
  SSRN Electronic Journal, Vol. 49
- Sustainability Analysis and Buy-Back Coordination in a Fashion Supply Chain with Price Competition and Demand Uncertainty
  26 December 2016 | Sustainability, Vol. 9, No. 1
- Pricing and remanufacturing decisions for two substitutable products with a common retailer
  Journal of Industrial & Management Optimization, Vol. 13, No. 2
- Setting the right incentives for global planning and operations
  European Journal of Operational Research, Vol. 253, No. 2
- A Markov Chain Approximation to Choice Modeling
  Jose Blanchet,
  Guillermo Gallego,
  Vineet Goyal
  15 June 2016 | Operations Research, Vol. 64, No. 4
- Equilibrium contract selection strategy in chain-to-chain competition with demand uncertainty
  21 December 2017 | Journal of the Operational Research Society, Vol. 67, No. 5
- An approach to establishing a method for calculating inventory
  10 August 2015 | International Journal of Production Research, Vol. 54, No. 8
- Multi-period inventory games with information update
  International Journal of Production Economics, Vol. 174
- Designing Pre-Reaction Production Mechanism for Traditional and Postponed Dyeing in Apparel Supply Chain
  27 March 2016 | International Journal of Innovation and Technology Management, Vol. 13, No. 02
- Near-Optimal Algorithms for the Assortment Planning Problem Under Dynamic Substitution and Stochastic Demand
  Vineet Goyal,
  Retsef Levi,
  Danny Segev
  6 January 2016 | Operations Research, Vol. 64, No. 1
- How a competing environment influences newsvendor ordering decisions
  27 April 2015 | International Journal of Production Research, Vol. 54, No. 1
- Online store discount strategy in the presence of consumer loss aversion
  International Journal of Production Economics, Vol. 171
- Inventory Model with Partial Backordering When Backordered Customers Delay Purchase after Stockout-Restoration
  Mathematical Problems in Engineering, Vol. 2016
- Modeling Strategic Behavior in the Competitive Newsvendor Problem: An Experimental Investigation
  SSRN Electronic Journal, Vol. 59
- Endogenous Prices in Dense Transshipment Networks
  SSRN Electronic Journal
- Sales Strategy in Transshipment Networks
  SSRN Electronic Journal
- Learning from Inventory Availability Information: Field Evidence from Amazon
  SSRN Electronic Journal, Vol. 52
- The Structure of Grocery Retail Markets and Food Waste
  SSRN Electronic Journal, Vol. 13
- A Reference Point Logit Model for Estimating Substitution Probabilities Using Point of Sale Data
  SSRN Electronic Journal, Vol. 89
- Growth Projections and Assortment Planning of Commodity Products Across Multiple Stores: A Data Mining and Optimization Approach
  Xue Bai,
  Sudip Bhattacharjee,
  Fidan Boylu,
  Ram Gopal
  27 October 2015 | INFORMS Journal on Computing, Vol. 27, No. 4
- A classification of the literature on the planning of substitutable products
  European Journal of Operational Research, Vol. 246, No. 3
- How to Compete Against a Behavioral Newsvendor
  1 November 2015 | Production and Operations Management, Vol. 24, No. 11
- Dynamic Assortment Customization with Limited Inventories
  Fernando Bernstein,
  A. Gürhan Kök,
  Lei Xie
  22 July 2015 | Manufacturing & Service Operations Management, Vol. 17, No. 4
- Assortment decision in the multi-product News-Vendor Problem with demand substitution
- Blood platelet inventory management with protection levels
  European Journal of Operational Research, Vol. 243, No. 3
- Game theoretic analysis of one manufacturer two retailer supply chain with customer market search
  International Journal of Production Economics, Vol. 164
- Heuristic Production and Sale Policy for a Two-Product-Type Manufacturing System With Downward Substitution
  IEEE Transactions on Systems, Man, and Cybernetics: Systems, Vol. 45, No. 6
- Bullwhip effect under substitute products
  9 March 2015 | Journal of Operations Management, Vol. 36, No. 1
- Procurement auctions and supply chain performance
  International Journal of Production Economics, Vol. 162
- Discount-offering and demand-rejection decisions for substitutable products with different profit levels
  Journal of Industrial and Management Optimization, Vol. 12, No. 1
- Inventory competition with yield reliability improvement
  15 February 2015 | Naval Research Logistics (NRL), Vol. 62, No. 2
- The impact of demand uncertainty on product line design under endogenous substitution
  2 March 2015 | Naval Research Logistics (NRL), Vol. 62, No. 2
- Assortment Planning: Review of Literature and Industry Practice
- Literature Review
  25 November 2014
- Data-Driven Order Policies with Censored Demand and Substitution in Retailing
  25 November 2014
- Optimal ordering quantities for substitutable products with stock-dependent demand
  Applied Mathematical Modelling, Vol. 39, No. 1
- Production scheduling to optimize the product assortment in case of constrained capacity and customer-driven substitution
  IFAC-PapersOnLine, Vol. 48, No. 3
- Multi-Item Distribution Policies with Supply Hub and Lateral Transshipment
  Mathematical Problems in Engineering, Vol. 2015
- Assortment Planning with Nested Preferences: Dynamic Programming with Distributions as States?
  SSRN Electronic Journal, Vol. 57
- The Dynamics of Domestic Gray Markets and Its Impact on Supply Chains
  SSRN Electronic Journal, Vol. 21
- Inventory management with simultaneously horizontal and vertical substitution
  International Journal of Production Economics, Vol. 156
- Managing Supply Risk for Vertically Differentiated Co‐Products
  1 September 2014 | Production and Operations Management, Vol. 23, No. 9
- Joint replenishment model with substitution
  Applied Mathematical Modelling, Vol. 38, No. 14
- Dynamic pricing with uncertain production cost: An alternating-move approach
  European Journal of Operational Research, Vol. 236, No. 1
- The multi-item newsvendor model with cross-selling and the solution when demand is jointly normally distributed
  European Journal of Operational Research, Vol. 236, No. 1
- Newsvendor pricing and assortment under Poisson decomposition
  11 March 2014 | IIE Transactions, Vol. 46, No. 6
- Newsvendor Mergers
  SSRN Electronic Journal, Vol. 45
- How Competing Environment Innuences Newsvendor's Ordering Decisions
  SSRN Electronic Journal, Vol. 4
- Demand Estimation When There are Unobservable Substitutions Amongst Choice Alternatives
  SSRN Electronic Journal, Vol. 43
- Assortment and inventory decisions with multiple quality levels
  18 September 2013 | Annals of Operations Research, Vol. 211, No. 1
- Retail inventory management with stock-out based dynamic demand substitution
  International Journal of Production Economics, Vol. 145, No. 1
- Fixed vs. Random Proportions Demand Models for the Assortment Planning Problem Under Stockout-Based Substitution
  Dorothée Honhon,
  Sridhar Seshadri,
  1 March 2013 | Manufacturing & Service Operations Management, Vol. 15, No. 3
- Outsourcing through competition: What is the best competition parameter?
  International Journal of Production Economics, Vol. 144, No. 1
- The impact of inventory sharing on the bullwhip effect in decentralized inventory systems
  19 December 2012 | Logistics Research, Vol. 6, No. 2-3
- Coordinating a Supply Chain With a Manufacturer-Owned Online Channel: A Dual Channel Model Under Price Competition
  IEEE Transactions on Engineering Management, Vol. 60, No. 2
- Inventory Modeling
  23 January 2016
- Impact of loss aversion on the newsvendor game with product substitution
  International Journal of Production Economics, Vol. 141, No. 1
- Inventory Decisions in a Product-Updated System with Component Substitution and Product Substitution
  Discrete Dynamics in Nature and Society, Vol. 2013
- Substitution Effects in Supply Chains with Asymmetric Information Distribution and Upstream Competition
  SSRN Electronic Journal, Vol. 17
- Robust Simulation of Global Warming Policies Using the DICE Model
  Zhaolin Hu,
  Jing Cao,
  L. Jeff Hong,
  3 August 2012 | Management Science, Vol. 58, No. 12
- Capacity commitment and pricing for substitutable products under competition
  13 December 2012 | Journal of Systems Science and Systems Engineering, Vol. 21, No. 4
- Stochastic programming for decentralized newsvendor with transshipment
  International Journal of Production Economics, Vol. 137, No. 2
- On service degrade at a discount: Capacity, demand pooling, and optimal discounting
  Omega, Vol. 40, No. 3
- Learning in infinite-horizon inventory competition with total demand observations
- Competition and Cooperative Bargaining Models in Supply Chains
  15 May 2012 | Foundations and Trends® in Technology, Information and Operations Management, Vol. 5, No. 2
- Estimating Primary Demand for Substitutable Products from Sales Transaction Data
  Gustavo Vulcano,
  Garrett van Ryzin,
  Richard Ratliff,
  1 April 2012 | Operations Research, Vol. 60, No. 2
- Retail category management: State-of-the-art review of quantitative research and software applications in assortment and shelf space management
  Omega, Vol. 40, No. 2
- Capacity games for partially complementary products under multivariate random demands
  10 February 2012 | Naval Research Logistics (NRL), Vol. 59, No. 2
- Comparing dynamic risk-based scheduling methods with MRP via simulation
  International Journal of Production Research, Vol. 50, No. 4
- The Multi-product Newsvendor Problem: Review, Extensions, and Directions for Future Research
  11 May 2012
- A Copula Approach to Inventory Pooling Problems with Newsvendor Products
  11 May 2012
- A risk management-based approach for inventory planning of engineering-to-order production
  CIRP Annals, Vol. 61, No. 1
- Who Benefits from Altruism in Supply Chain Management?
  American Journal of Operations Research, Vol. 02, No. 01
- Inventory competition for newsvendors under the objective of profit satisficing
  European Journal of Operational Research, Vol. 215, No. 2
- Modelling consumer-directed substitution
  International Journal of Production Economics, Vol. 134, No. 2
- Network capacity management under competition
  22 July 2010 | Computational Optimization and Applications, Vol. 50, No. 2
- Quantifying the impact of demand substitution on the bullwhip effect in a supply chain
  25 September 2011 | Logistics Research, Vol. 3, No. 4
- Product substitution and dual sourcing under random supply failures
  Transportation Research Part B: Methodological, Vol. 45, No. 8
- Revenue optimization of risk-averse managers with atemporal utility
  23 April 2010 | Journal of Revenue and Pricing Management, Vol. 10, No. 5
- Optimal Control of Replenishment and Substitution in an Inventory System with Nonstationary Batch Demand
  1 September 2011 | Production and Operations Management, Vol. 20, No. 5
- Fashion products with asymmetric sales horizons
  31 May 2011 | Naval Research Logistics (NRL), Vol. 58, No. 5
- A competitive multiple-product newsboy problem with partial product substitution
  Omega, Vol. 39, No. 3
- An Elasticity Approach to the Newsvendor with Price-Sensitive Demand
  Ayşe Kocabıyıkoğlu,
  Ioana Popescu,
  1 April 2011 | Operations Research, Vol. 59, No. 2
- The value of numerical models in quick response assortment planning
  8 February 2011 | Production Planning & Control, Vol. 22, No. 3
- Competitive revenue management with forward and spot markets
  12 June 2009 | Journal of Revenue and Pricing Management, Vol. 10, No. 2
- TECHNICAL NOTE—Robust Newsvendor Competition Under Asymmetric Information
  Houyuan Jiang,
  Serguei Netessine,
  Sergei Savin,
  7 December 2010 | Operations Research, Vol. 59, No. 1
- Category and Inventory Management
  15 February 2011
- Inventory decisions for substitutable products with stock-dependent demand
  International Journal of Production Economics, Vol. 129, No. 1
- Optimal Pooling of Inventories with Substitution: A Literature Review
  SSRN Electronic Journal, Vol. 49
- Partnering with Competitors - An Empirical Analysis of Airline Alliances and Multimarket Competition
  SSRN Electronic Journal, Vol. 55
- Estimating Primary Demand for Substitutable Products from Sales Transaction Data
  SSRN Electronic Journal, Vol. 5
- A model and case study for efficient shelf usage and assortment analysis
  13 December 2008 | Annals of Operations Research, Vol. 180, No. 1
- Assortment Planning and Inventory Decisions Under Stockout-Based Substitution
  Dorothée Honhon,
  Vishal Gaur,
  Sridhar Seshadri,
  17 August 2010 | Operations Research, Vol. 58, No. 5
- Inventory sharing under decentralized preventive transshipments
  20 July 2010 | Naval Research Logistics (NRL), Vol. 57, No. 6
- Notice of Retraction: Impact of decision preference on outsourcing service competition equilibrium
- The Impact of Quick Response in Inventory-Based Competition
  Felipe Caro,
  Victor Martínez-de-Albéniz,
  14 September 2009 | Manufacturing & Service Operations Management, Vol. 12, No. 3
- Managing Perishables with Substitution: Inventory Issuance and Replenishment Heuristics
  Borga Deniz,
  Itir Karaesmen,
  Alan Scheller-Wolf,
  2 October 2009 | Manufacturing & Service Operations Management, Vol. 12, No. 2
- Inventory and coordination issues with two substitutable products
  Applied Mathematical Modelling, Vol. 34, No. 3
- Incentive and production decisions for remanufacturing operations
  European Journal of Operational Research, Vol. 201, No. 2
- Customer-Driven vs. Retailer-Driven Search: Channel Performance and Implications
  Li Jiang,
  Ravi Anupindi,
  12 June 2009 | Manufacturing & Service Operations Management, Vol. 12, No. 1
- Feasting on Leftovers: Strategic Use of Shortages in Price Competition Among Differentiated Products
  Evan L. Porteus,
  Hyoduk Shin,
  Tunay I. Tunca,
  29 December 2009 | Manufacturing & Service Operations Management, Vol. 12, No. 1
- Simulation-based Optimization of Inventory Model with Products Substitution
  8 January 2010
- The Value of Information in Quick Response Supply Chains: An Assortment Planning View
  8 January 2010
- Product availability in competitive and cooperative dual-channel distribution with stock-out based substitution
  European Journal of Operational Research, Vol. 200, No. 1
- Competitive seat inventory control decisions under the regret criterion
  11 January 2010 | Journal of Revenue and Pricing Management, Vol. 9, No. 1-2
- An Elasticity Perspective to the Newsvendor with Price Sensitive Demand
  SSRN Electronic Journal, Vol. 6
- Internationalization Strategy and Performance of Small and Medium Sized Enterprises
  SSRN Electronic Journal, Vol. 49
- Optimizing product assortment under customer-driven demand substitution
  European Journal of Operational Research, Vol. 199, No. 3
- The state of the art in static and dynamic games
  European Business Review, Vol. 21, No. 6
- Competing Retailers and Inventory: An Empirical Investigation of General Motors' Dealerships in Isolated U.S. Markets
  Marcelo Olivares,
  Gérard P. Cachon,
  10 July 2009 | Management Science, Vol. 55, No. 9
- Two-period dynamic versus fixed-ratio pricing in a capacity constrained duopoly
  European Journal of Operational Research, Vol. 197, No. 3
- Dynamic price competition with discrete customer choices
  European Journal of Operational Research, Vol. 197, No. 3
- On the modeling of demand spill for a stochastic demand system under competition
  Operations Research Letters, Vol. 37, No. 4
- Transshipment between competing retailers
  IIE Transactions, Vol. 41, No. 8
- Technical Note—A Multiperiod Model of Inventory Competition
  Mahesh Nagarajan,
  S. Rajagopalan,
  11 March 2009 | Operations Research, Vol. 57, No. 3
- Disruption‐management strategies for short life‐cycle products
  18 March 2009 | Naval Research Logistics (NRL), Vol. 56, No. 4
- The effects of demand referral on the inventory levels in multi-channel distribution systems
- Dynamic Pricing and Inventory Control of Substitute Products
  Lingxiu Dong,
  Panos Kouvelis,
  Zhongjun Tian,
  5 August 2008 | Manufacturing & Service Operations Management, Vol. 11, No. 2
- A method for estimating stock-out-based substitution rates by using point-of-sale data
  3 March 2009 | IIE Transactions, Vol. 41, No. 5
- Conditions that cause risk pooling to increase inventory
  European Journal of Operational Research, Vol. 192, No. 3
- Vendor-managed inventory and the effect of channel power
  20 February 2009
- Vendor-managed inventory and the effect of channel power
  29 September 2007 | OR Spectrum, Vol. 31, No. 1
- Real-time dynamic Pricing for multiproduct models with time-dependent customer arrival rates
- Rational Expectations Equilibrium Analysis on Newsvendor Model with Information Transfer
- Inventory Models for Substitutable Products: Optimal Policies and Heuristics
  SSRN Electronic Journal, Vol. 17
- A Multi-Period Model of Inventory Competition
  SSRN Electronic Journal, Vol. 45
- Inventory Management Under Market Size Dynamics
  Tava Lennon Olsen,
  Rodney P. Parker,
  8 August 2008 | Management Science, Vol. 54, No. 10
- Joint Inventory and Pricing Decisions for an Assortment
  Goker Aydin,
  Evan L. Porteus,
  1 October 2008 | Operations Research, Vol. 56, No. 5
- Analytical and managerial implications of integrating product substitutability in the joint pricing and procurement problem
  European Journal of Operational Research, Vol. 190, No. 1
- Study on a New System for Inventory Control
- Setting Optimal Markdown Timing for Competitive Products
- Coordinating a Supply Chain System with Retailers Under Both Price and Inventory Competition
  1 September 2008 | Production and Operations Management, Vol. 17, No. 5
- Inventory Models for Substitutable Products: Optimal Policies and Heuristics
  Mahesh Nagarajan,
  S. Rajagopalan,
  1 July 2008 | Management Science, Vol. 54, No. 8
- Newsvendors Under Simultaneous Price and Inventory Competition
  Xuan Zhao,
  Derek R. Atkins,
  4 January 2008 | Manufacturing & Service Operations Management, Vol. 10, No. 3
- Optimal pricing strategies with two substitutable products under decentralized decision
- Stochastic Approximation Approaches to the Stochastic Variational Inequality Problem
  IEEE Transactions on Automatic Control, Vol. 53, No. 6
- Pricing, Allocation, and Overbooking in Dynamic Service Network Competition When Demand Is Uncertain
  1 July 2008 | Production and Operations Management, Vol. 17, No. 4
- Reactive capacity and inventory competition under demand substitution
  13 June 2008 | IIE Transactions, Vol. 40, No. 8
- A Static Approximation for Dynamic Demand Substitution with Applications in a Competitive Market
  Wallace J. Hopp,
  Xiaowei Xu,
  1 June 2008 | Operations Research, Vol. 56, No. 3
- Dynamic Inventory Management with Learning About the Demand Distribution and Substitution Probability
  Li Chen,
  Erica L. Plambeck,
  1 April 2008 | Manufacturing & Service Operations Management, Vol. 10, No. 2
- Game Theory Models and Their Applications in Inventory Management and Supply Chain
- Assortment Planning: Review of Literature and Industry Practice
  28 August 2008
- Inventory Sharing Under Decentralized Preventive Transshipments
  SSRN Electronic Journal, Vol. 3
- Coordinating a Supply Chain with a Manufacturer-Owned Online Channel: A Dual Channel Model under Price Competition
  SSRN Electronic Journal, Vol. 45
- Demand Estimation and Assortment Optimization Under Substitution: Methodology and Application
  A. Gürhan Kök,
  Marshall L. Fisher,
  15 October 2007 | Operations Research, Vol. 55, No. 6
- Vertical Control of Price and Inventory
  American Economic Review, Vol. 97, No. 5
- Dynamic Pricing Model for Airline Revenue Management under Competition
  Systems Engineering - Theory & Practice, Vol. 27, No. 11
- Vertical Integration with Price‐Setting Competitive Newsvendors*
  7 December 2007 | Decision Sciences, Vol. 38, No. 4
- Management strategy of materials supply for manufacturing organizations
  Computers & Industrial Engineering, Vol. 53, No. 2
- Synchronizing the Market Entry, Production, and Pricing Strategies for Co-Products
- Coordination Mechanisms for Supply Chains Under Price and Service Competition
  Fernando Bernstein,
  Awi Federgruen,
  1 July 2007 | Manufacturing & Service Operations Management, Vol. 9, No. 3
- A Single‐Period Assortment Optimization Model
  1 May 2007 | Production and Operations Management, Vol. 16, No. 3
- Joint pricing, assortment, and inventory decisions for a retailer's product line
  17 January 2007 | Naval Research Logistics (NRL), Vol. 54, No. 3
- Outsourcing via Service Competition
  Saif Benjaafar,
  Ehsan Elahi,
  Karen L. Donohue,
  1 February 2007 | Management Science, Vol. 53, No. 2
- Asymmetric Consumer Learning and Inventory Competition
  Vishal Gaur,
  Young-Hoon Park,
  1 February 2007 | Management Science, Vol. 53, No. 2
- Assessing the benefits of remanufacturing option under one-way substitution and capacity constraint
  Computers & Operations Research, Vol. 34, No. 2
- Large newsvendor games
  Games and Economic Behavior, Vol. 58, No. 2
- Selecting a Customization Strategy Under Competition: Mass Customization, Targeted Mass Customization, and Product Proliferation
  IEEE Transactions on Engineering Management, Vol. 54, No. 1
- Competitive newsvendor problems with the same Nash and Stackelberg solutions
  Operations Research Letters, Vol. 35, No. 1
- Joint Ordering and Pricing Strategies for Managing Substitutable Products
  1 January 2007 | Production and Operations Management, Vol. 16, No. 1
- A Monopolistic and Oligopolistic Stochastic Flow Revenue Management Model
  Xiaowei Xu,
  Wallace J. Hopp,
  1 December 2006 | Operations Research, Vol. 54, No. 6
- Inventory control of perishables in supermarkets
  International Journal of Production Economics, Vol. 104, No. 2
- CAPACITY ALLOCATION AND INVENTORY POLICY IN A DISTRIBUTION SYSTEM
  20 November 2011 | Asia-Pacific Journal of Operational Research, Vol. 23, No. 04
- Inventory competition and incentives to back-order
  23 February 2007 | IIE Transactions, Vol. 38, No. 11
- Assortment Planning and Inventory Decisions Under a Locational Choice Model
  Vishal Gaur,
  Dorothée Honhon,
  1 October 2006 | Management Science, Vol. 52, No. 10
- Integration of Pricing and Production Decisions for Substitutable Multiple Products under Uncertainty
- Stochastic Comparisons in Airline Revenue Management
  William L. Cooper,
  Diwakar Gupta,
  1 July 2006 | Manufacturing & Service Operations Management, Vol. 8, No. 3
- The adoption of inventory postponement and speculation: An empirical assessment of oligopolistic Internet retailers
  Transportation Research Part E: Logistics and Transportation Review, Vol. 42, No. 4
- Supply Chain Choice on the Internet
  Serguei Netessine,
  Nils Rudi,
  1 June 2006 | Management Science, Vol. 52, No. 6
- Dynamic revenue management games with forward and spot markets
  6 September 2006 | Journal of Revenue and Pricing Management, Vol. 5, No. 1
- Inducing coordination in supply chains through linear reward schemes
  1 November 2005 | Naval Research Logistics (NRL), Vol. 53, No. 1
- When is Vendor Managed Inventory Good for the Retailer? Impact of Relative Margins and Substitution Rates
  SSRN Electronic Journal, Vol. 4
- Markets for surplus components with a strategic supplier
  29 September 2005 | Naval Research Logistics (NRL), Vol. 52, No. 8
- The Impact of Duplicate Orders on Demand Estimation and Capacity Investment
  Mor Armony,
  Erica L. Plambeck,
  1 October 2005 | Management Science, Vol. 51, No. 10
- Biform Analysis of Inventory Competition
  Harborne W. Stuart,
  1 October 2005 | Manufacturing & Service Operations Management, Vol. 7, No. 4
- An inventory model for delayed customization: A hybrid approach
  European Journal of Operational Research, Vol. 165, No. 3
- Product Line Selection and Pricing with Modularity in Design
  Wallace J. Hopp,
  Xiaowei Xu,
  1 July 2005 | Manufacturing & Service Operations Management, Vol. 7, No. 3
- Revenue Management Games: Horizontal and Vertical Competition
  Serguei Netessine,
  Robert A. Shumsky,
  1 May 2005 | Management Science, Vol. 51, No. 5
- Internet book retailing and supply chain management: an analytical study of inventory location speculation and postponement
  Transportation Research Part E: Logistics and Transportation Review, Vol. 41, No. 3
- Competitive stocking and coordination in a multiple-channel distribution system
  IIE Transactions, Vol. 37, No. 5
- Decentralized Supply Chains with Competing Retailers Under Demand Uncertainty
  Fernando Bernstein,
  Awi Federgruen,
  1 January 2005 | Management Science, Vol. 51, No. 1
- Positive vs. Negative Externalities in Inventory Management: Implications for Supply Chain Design
  Serguei Netessine,
  Fuqiang Zhang,
  1 January 2005 | Manufacturing & Service Operations Management, Vol. 7, No. 1
- Improvement Opportunities in Retail Logistics
- Dynamic pricing decision analysis for parallel flights in competitive markets
- A Newsvendor Pricing Game
  IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans, Vol. 34, No. 4
- Technical Note: Single-period two-product inventory model with substitution: Solution and properties
  Journal of Systems Science and Systems Engineering, Vol. 13, No. 1
- Game Theory in Supply Chain Analysis
- Commissioned Paper: Capacity Management, Investment, and Hedging: Review and Recent Developments
  Jan A. Van Mieghem,
  1 October 2003 | Manufacturing & Service Operations Management, Vol. 5, No. 4
- Optimal retail assortments for substitutable items purchased in sets
  16 May 2003 | Naval Research Logistics (NRL), Vol. 50, No. 7

cover image Operations Research

Volume 51, Issue 2

March-April 2003

Pages 175-342

Article Information

Metrics

Information

Received:July 01, 2000
Accepted:July 01, 2002
Published Online:April 01, 2003

© 2003 INFORMS

Cite as

Serguei Netessine, Nils Rudi, (2003) Centralized and Competitive Inventory Models with Demand Substitution. Operations Research 51(2):329-335.

https://doi.org/10.1287/opre.51.2.329.12788

Keywords