Assortment optimization: a systematic literature review (Q6667801)

scientific article; zbMATH DE number 7971814

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English	Assortment optimization: a systematic literature review	scientific article; zbMATH DE number 7971814

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instance of

scholarly article

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title

Assortment optimization: a systematic literature review (English)

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21 January 2025

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zbMATH Keywords

choice modelling

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assortment optimization

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parametric

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nonparametric

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review

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MaRDI profile type

Publication

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cites work

MNL-Bandit: A Dynamic Learning Approach to Assortment Selection

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Dynamic discrete choice structural models: a survey

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Parameterized approximations for the two-sided assortment optimization

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An exact method for assortment optimization under the nested logit model

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The exponomial choice model: a new alternative for assortment and price optimization

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Heteroscedastic Exponomial Choice

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Approximation Algorithms for Dynamic Assortment Optimization Models

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Greedy-Like Algorithms for Dynamic Assortment Planning Under Multinomial Logit Preferences

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P-hub approach for the optimal park-and-ride facility location problem

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Technical Note—Assortment Planning for Two-Sided Sequential Matching Markets

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Submodularity in Conic Quadratic Mixed 0–1 Optimization

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Assortment optimization under the multinomial logit model with utility-based rank cutoffs

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On the linear integration of attraction choice models in business optimization problems

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The maximum capture problem with random utilities: problem formulation and algorithms

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Discrete choice models based on random walks

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A Markov chain approximation to choice modeling

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Revenue Management Under a Mixture of Independent Demand and Multinomial Logit Models

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Dynamic Assortment with Demand Learning for Seasonal Consumer Goods

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Assortment optimization with position effects under the nested logit model

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Capacitated assortment and price optimization under the nested logit model

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Robust dynamic assortment optimization in the presence of outlier customers

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Assortment Planning for Recommendations at Checkout Under Inventory Constraints

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Assortment optimization under variants of the nested logit model

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Q4139463

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Mallows-Smoothed Distribution over Rankings Approach for Modeling Choice

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Robust assortment optimization under the Markov chain choice model

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Location and layout planning. A survey

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Joint Assortment Optimization and Customization Under a Mixture of Multinomial Logit Models: On the Value of Personalized Assortments

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Technical Note—The Multinomial Logit Model with Sequential Offerings: Algorithmic Frameworks for Product Recommendation Displays

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Capacity Constraints Across Nests in Assortment Optimization Under the Nested Logit Model

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Revenue Management Under the Markov Chain Choice Model

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Technical Note—Capacitated Assortment Optimization Under the Multinomial Logit Model with Nested Consideration Sets

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Technical Note—Assortment Optimization with Small Consideration Sets

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Customer Choice Models vs. Machine Learning: Finding Optimal Product Displays on Alibaba

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Assortment optimization under the sequential multinomial logit model

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Assortment Optimization and Pricing Under the Multinomial Logit Model with Impatient Customers: Sequential Recommendation and Selection

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Constrained Assortment Optimization Under the Paired Combinatorial Logit Model

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A comparison of linear reformulations for multinomial logit choice probabilities in facility location models

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A joint optimisation model for inventory replenishment, product assortment, shelf space and display area allocation decisions

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Applied Choice Analysis

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Computability and complexity theory.

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Assortment Planning and Inventory Decisions Under Stockout-Based Substitution

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In-out algorithm for assortment planning under a ranking-based consumer choice model

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Demand Estimation Under Uncertain Consideration Sets

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An enhanced conic reformulation for capacity-constrained assortment optimization under the mixture of multinomial logit model

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Dynamic Assortment Personalization in High Dimensions

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Facility location models for distribution system design

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On upper bounds for assortment optimization under the mixture of multinomial logit models

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Tractable Approximations for Assortment Planning with Product Costs

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An exact method for (constrained) assortment optimization problems with product costs

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Robust assortment optimization using worst-case CVaR under the multinomial logit model

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The <i>d</i>-Level Nested Logit Model: Assortment and Price Optimization Problems

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Assortment Optimization Under the Multinomial Logit Model with Sequential Offerings

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Stocking Retail Assortments Under Dynamic Consumer Substitution

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A dynamic programming approach to solving the assortment planning problem with multiple quality levels

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Metaheuristics for assortment problems with multiple quality levels

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Robust assortment optimization under sequential product unavailability

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Facility location and supply chain management. A review

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A branch-and-cut algorithm for the latent-class logit assortment problem

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Optimization of Tree Ensembles

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On the product portfolio planning problem with customer-engineering interaction

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Stochastic approximation for uncapacitated assortment optimization under the multinomial logit model

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Continuous Assortment Optimization with Logit Choice Probabilities and Incomplete Information

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Data‐driven research in retail operations—A review

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Robust Assortment Optimization in Revenue Management Under the Multinomial Logit Choice Model

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Dynamic Assortment Optimization with a Multinomial Logit Choice Model and Capacity Constraint

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On the product line selection problem under attraction choice models of consumer behavior

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On the Optimal Product Line Selection Problem with Price Discrimination

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Technical Note—A Conic Integer Optimization Approach to the Constrained Assortment Problem Under the Mixed Multinomial Logit Model

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Technical Note—An Expectation-Maximization Algorithm to Estimate the Parameters of the Markov Chain Choice Model

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A review of choice-based revenue management: theory and methods

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Revenue Management Under a General Discrete Choice Model of Consumer Behavior

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Discrete Choice Methods with Simulation

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Joint assortment and inventory optimization for vertically differentiated products under consumer-driven substitution

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Optimizing revenue while showing relevant assortments at scale

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Technical Note—Consumer Choice and Market Expansion: Modeling, Optimization, and Estimation

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A tractable discrete fractional programming: application to constrained assortment optimization

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Assortment Optimization Under the Paired Combinatorial Logit Model

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Identifiers

Mathematics Subject Classification ID

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10.1007/S00291-024-00752-4

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Sitelinks

Mathematics(1 entry)

mardi Publication:6667801