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Technical Note—Capacitated Assortment Optimization Under the Multinomial Logit Model with Nested Consideration Sets
15 references·12 citing·40 second hop
Technical Note—Capacitated Assortment Optimization Under the Multinomial Logit Model with Nested Consideration Sets (2017)Technical Note—Capacitated Assortment Opt…Managing Flexible Products on a Network (2020)Managing Flexible Products on…Assortment Optimization Under Consider-Then-Choose Choice Models (2020)Assortment Optimization Under…The Approximability of Assortment Optimization Under Ranking Preferences (2018)The Approximability of Assort…The Impact of Consumer Search Cost on Assortment Planning and Pricing (2017)The Impact of Consumer Search…A Partial-Order-Based Model to Estimate Individual Preferences Using Panel Data (2017)A Partial-Order-Based Model t…Near-Optimal Algorithms for the Assortment Planning Problem Under Dynamic Substitution and Stochastic Demand (2016)Near-Optimal Algorithms for t…A Nonparametric Joint Assortment and Price Choice Model (2016)A Nonparametric Joint Assortm…Capacitated Assortment Optimization: Hardness and Approximation (2014)Capacitated Assortment Optimi…Assortment Optimization under the Multinomial Logit Model with Random Choice Parameters (2014)Assortment Optimization under…OM Practice —Choice-Based Revenue Management: An Empirical Study of Estimation and Optimization (2009)OM Practice —Choice-Based Rev…A Column Generation Algorithm for Choice-Based Network Revenue Management (2009)A Column Generation Algorithm…Demand Estimation and Assortment Optimization Under Substitution: Methodology and Application (2007)Demand Estimation and Assortm…Revenue Management Under a General Discrete Choice Model of Consumer Behavior (2004)Revenue Management Under a Ge…A Modeling Framework for Category Assortment Planning (2001)A Modeling Framework for Cate…Mixed MNL models for discrete response (2000)Mixed MNL models for discrete…Assortment optimization: a systematic literature review (2024)Assortment optimization: a sy…Demand Estimation Under Uncertain Consideration Sets (2023)Demand Estimation Under Uncer…Assortment Optimization with Multi-Item Basket Purchase Under Multivariate MNL Model (2023)Assortment Optimization with …Revenue Management Under a Mixture of Independent Demand and Multinomial Logit Models (2022)Revenue Management Under a Mi…Joint Assortment Optimization and Customization Under a Mixture of Multinomial Logit Models: On the Value of Personalized Assortments (2022)Joint Assortment Optimization…Consumer search with anticipated regret (2022)Consumer search with anticipa…Designing Context-Based Marketing: Product Recommendations Under Time Pressure (2021)Designing Context-Based Marke…Using Clickstream Data to Improve Flash Sales Effectiveness (2020)Using Clickstream Data to Imp…Display Optimization for Vertically Differentiated Locations Under Multinomial Logit Preferences (2020)Display Optimization for Vert…Physician Recommendation on Healthcare Appointment Platforms Considering Patient Choice (2019)Physician Recommendation on H…Management and Effects of In-Store Promotional Displays (2019)Management and Effects of In-…Attention, Consideration then Selection Choice Model (2017)Attention, Consideration then…Discrete Choice Analysis (1985)Discrete Choice Theory of Product Differentiation (1992)Robust Assortment Optimization in Revenue Management Under the Multinomial Logit Choice Model (2012)Dynamic Pricing of Perishable Assets Under Competition (2014)Conditional logit analysis of qualitative choice behavior (1972)On the Relationship Between Inventory Costs and Variety Benefits in Retail Assortments (1999)Assortment Planning: Review of Literature and Industry Practice (2008)Dynamic Pricing and Inventory Control of Substitute Products (2008)Retail forecasting: Research and practice (2019)Discrete Choice Methods with Simulation (2001)Discrete Choice Methods with Simulation (2003)Assortment Optimization Under Variants of the Nested Logit Model (2014)Constrained Assortment Optimization for the Nested Logit Model (2014)Discrete Choice Analysis: Theory and Application to Travel Demand. (1987)Competition-Based Dynamic Pricing in Online Retailing: A Methodology Validated with Field Experiments (2017)A review of choice-based revenue management: Theory and methods (2018)Empirical research on nominal exchange rates (1995)Measuring Market Power in the Ready-to-Eat Cereal Industry (1998)A latent class model for discrete choice analysis: contrasts with mixed logit (2003)The Mixed Logit model: The state of practice (2003)Optimal Dynamic Pricing of Inventories with Stochastic Demand over Finite Horizons (1994)Revenue Management: Research Overview and Prospects (1999)An overview of research on revenue management: current issues and future research (2006)Intertemporal Pricing with Strategic Customer Behavior (2007)Dynamic Assortment Optimization with a Multinomial Logit Choice Model and Capacity Constraint (2010)Task complexity and contingent processing in decision making: An information search and protocol analysis (1976)Consumer Choice Models with Endogenous Network Effects (2016)Drivers of helpfulness of online hotel reviews: A sentiment and emotion mining approach (2019)Revenue-Utility Tradeoff in Assortment Optimization Under the Multinomial Logit Model with Totally Unimodular Constraints (2020)Judgment under Uncertainty: Heuristics and Biases (1975)Consumer Perceptions of Price, Quality, and Value: A Means-End Model and Synthesis of Evidence (1988)Assortment Optimisation Under a General Discrete Choice Model: A Tight Analysis of Revenue-Ordered Assortments (2015)Assortment Optimization Under the Multinomial Logit Model with Sequential Offerings (2020)Assortment Optimization and Pricing Under the Multinomial Logit Model with Impatient Customers: Sequential Recommendation and Selection (2021)Advances in Consumer Research (2025)Quantitative Models for Supply Chain Management (1999)Offline Assortment Optimization in the Presence of an Online Channel (2017)A Comparative Empirical Study of Discrete Choice Models in Retail Operations (2018)A General Attraction Model and Sales-Based Linear Program for Network Revenue Management Under Customer Choice (2014)Thed-Level Nested Logit Model: Assortment and Price Optimization Problems (2015)
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References

  • 2000Mixed MNL models for discrete response4,354 cited
  • 2004Revenue Management Under a General Discrete Choice Model of Consumer Behavior1,110 cited
  • 2007Demand Estimation and Assortment Optimization Under Substitution: Methodology and Application436 cited
  • 2009A Column Generation Algorithm for Choice-Based Network Revenue Management310 cited
  • 2014Assortment Optimization under the Multinomial Logit Model with Random Choice Parameters279 cited
  • 2020Managing Flexible Products on a Network200 cited
  • 2009OM Practice —Choice-Based Revenue Management: An Empirical Study of Estimation and Optimization185 cited
  • 2017The Impact of Consumer Search Cost on Assortment Planning and Pricing130 cited
  • 2016A Nonparametric Joint Assortment and Price Choice Model123 cited
  • 2020Assortment Optimization Under Consider-Then-Choose Choice Models117 cited
  • 2018The Approximability of Assortment Optimization Under Ranking Preferences113 cited
  • 2016Near-Optimal Algorithms for the Assortment Planning Problem Under Dynamic Substitution and Stochastic Demand107 cited
  • 2001A Modeling Framework for Category Assortment Planning87 cited
  • 2014Capacitated Assortment Optimization: Hardness and Approximation82 cited
  • 2017

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A Partial-Order-Based Model to Estimate Individual Preferences Using Panel Data
63 cited

Cited by

  • 2022Joint Assortment Optimization and Customization Under a Mixture of Multinomial Logit Models: On the Value of Personalized Assortments53 cited
  • 2020Display Optimization for Vertically Differentiated Locations Under Multinomial Logit Preferences45 cited
  • 2021Designing Context-Based Marketing: Product Recommendations Under Time Pressure36 cited
  • 2022Consumer search with anticipated regret36 cited
  • 2020Using Clickstream Data to Improve Flash Sales Effectiveness33 cited
  • 2023Demand Estimation Under Uncertain Consideration Sets30 cited
  • 2024Assortment optimization: a systematic literature review28 cited
  • 2019Physician Recommendation on Healthcare Appointment Platforms Considering Patient Choice26 cited
  • 2023Assortment Optimization with Multi-Item Basket Purchase Under Multivariate MNL Model24 cited
  • 2019Management and Effects of In-Store Promotional Displays21 cited
  • 2022Revenue Management Under a Mixture of Independent Demand and Multinomial Logit Models19 cited
  • 2017Attention, Consideration then Selection Choice Model19 cited