Technical Note - Assortment Optimization with Small Consideration Sets

In the paper “Assortment Optimization with Consideration Sets,” we study a customer choice model that captures purchasing behavior when there is a limit on the number of times that a customer will ...

[1]  Huseyin Topaloglu,et al.  Assortment Optimization Under Variants of the Nested Logit Model , 2014, Oper. Res..

[2]  Huseyin Topaloglu,et al.  Revenue Management Under the Markov Chain Choice Model , 2017, Oper. Res..

[3]  Garrett J. van Ryzin,et al.  Inventory Competition Under Dynamic Consumer Choice , 2001, Oper. Res..

[4]  Danny Segev,et al.  The Approximability of Assortment Optimization Under Ranking Preferences , 2015 .

[5]  Uri Zwick,et al.  Improved Rounding Techniques for the MAX 2-SAT and MAX DI-CUT Problems , 2002, IPCO.

[6]  Dorothée Honhon,et al.  Optimal Algorithms for Assortment Selection Under Ranking-Based Consumer Choice Models , 2012, Manuf. Serv. Oper. Manag..

[7]  Retsef Levi,et al.  Assortment Optimization Under Consider-Then-Choose Choice Models , 2015, Manag. Sci..

[8]  Kalyan T. Talluri,et al.  An Enhanced Concave Program Relaxation for Choice Network Revenue Management , 2013 .

[9]  Srikanth Jagabathula,et al.  A Nonparametric Joint Assortment and Price Choice Model , 2015, Manag. Sci..

[10]  Joseph Naor,et al.  Tight bounds and 2-approximation algorithms for integer programs with two variables per inequality , 1993, Math. Program..

[11]  Leslie E. Trotter,et al.  Vertex packings: Structural properties and algorithms , 1975, Math. Program..

[12]  Huseyin Topaloglu,et al.  Constrained Assortment Optimization for the Nested Logit Model , 2014, Manag. Sci..

[13]  Abel P. Jeuland,et al.  Brand Choice Inertia as One Aspect of the Notion of Brand Loyalty , 1979 .

[14]  Viggo Kann,et al.  Some APX-completeness results for cubic graphs , 2000, Theor. Comput. Sci..

[15]  Dimitris Bertsimas,et al.  Exact First-Choice Product Line Optimization , 2017, Oper. Res..

[16]  Danny Segev,et al.  Constrained Assortment Optimization Under the Markov Chain-based Choice Model , 2020, Manag. Sci..

[17]  J. Spencer.  Ten lectures on the probabilistic method , 1987 .

[18]  Vineet Goyal,et al.  Near-Optimal Algorithms for Capacity Constrained Assortment Optimization , 2014 .

[19]  Marshall L. Fisher,et al.  Demand Estimation and Assortment Optimization Under Substitution: Methodology and Application , 2007, Oper. Res..

[20]  Alice Paul,et al.  Assortment Optimization and Pricing Under a Nonparametric Tree Choice Model , 2018, Manuf. Serv. Oper. Manag..

[21]  Huseyin Topaloglu,et al.  Capacity Constraints Across Nests in Assortment Optimization Under the Nested Logit Model , 2015, Oper. Res..

[22]  J. Blanchet,et al.  A markov chain approximation to choice modeling , 2013, EC '13.

[23]  Guang Li,et al.  The d-Level Nested Logit Model: Assortment and Price Optimization Problems , 2015, Oper. Res..

[24]  P. Rusmevichientong,et al.  Assortment Optimization under the Multinomial Logit Model with Random Choice Parameters , 2014 .

[25]  Juan José Miranda Bront,et al.  A Branch-and-Cut Algorithm for the Latent Class Logit Assortment Problem , 2010, Electron. Notes Discret. Math..

[26]  Ruxian Wang,et al.  Assortment management under the generalized attraction model with a capacity constraint , 2012 .

[27]  John L. Crompton,et al.  CHOICE SET PROPOSITIONS IN DESTINATION DECISIONS , 1993 .

[28]  Min Ding,et al.  NON-COMPENSATORY (AND COMPENSATORY) MODELS OF CONSIDERATION-SET DECISIONS , 2009 .

[29]  Sanjeev Mahajan,et al.  Derandomizing Approximation Algorithms Based on Semidefinite Programming , 1999, SIAM J. Comput..

[30]  G. Gallego,et al.  Assortment Planning Under the Multinomial Logit Model with Totally Unimodular Constraint Structures , 2013 .

[31]  Gilles Laurent,et al.  Consideration sets of size one: An empirical investigation of automobile purchases , 1995 .

[32]  Guang Li,et al.  A greedy algorithm for the two-level nested logit model , 2014, Oper. Res. Lett..

[33]  Ruxian Wang.  Capacitated Assortment and Price Optimization under the Multinomial Logit Model , 2012 .

[34]  Garrett J. van Ryzin,et al.  Stocking Retail Assortments Under Dynamic Consumer Substitution , 2001, Oper. Res..

[35]  Garrett J. van Ryzin,et al.  A Market Discovery Algorithm to Estimate a General Class of Nonparametric Choice Models , 2015, Manag. Sci..