Ali Aouad

London Business School

Sussex Place

Regent's Park

London, London NW1 4SA

United Kingdom

  • London Business School

SCHOLARLY PAPERS

15

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in Total Papers Citations

107

CROSSREF CITATIONS

38

Scholarly Papers (15)

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1.

The Click-Based MNL Model: A Novel Framework for Modeling Click Data in Assortment Optimization

Number of pages: 74 Posted: 17 Mar 2019 Last Revised: 01 Feb 2021
Ali Aouad, Jacob Feldman, Danny Segev and Dennis Zhang
London Business School, Washington University in St. Louis - John M. Olin Business School, Tel Aviv University - School of Mathematical Sciences and Washington University in St. Louis - John M. Olin Business School
Downloads 933 (42,294)
Citation 8

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Choice Models, Retailing Platforms, Assortment Optimization, Approximation Schemes, E-Commerce

2.

Dynamic Stochastic Matching Under Limited Time

Number of pages: 66 Posted: 27 Dec 2019 Last Revised: 25 Oct 2021
Ali Aouad and Omer Saritac
London Business School and London Business School
Downloads 843 (48,627)
Citation 14

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Dynamic Matching, Approximation Algorithms, Markov Decision Processes

3.

Online Assortment Optimization for Two-sided Matching Platforms

Number of pages: 67 Posted: 07 Jan 2021 Last Revised: 04 Apr 2022
Ali Aouad and Daniela Saban
London Business School and Stanford Graduate School of Business
Downloads 833 (49,514)
Citation 7

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assortment optimization, matching markets, online platforms, online algorithms

4.

Assortment Optimization Under Consider-Then-Choose Choice Models

Number of pages: 56 Posted: 23 Jan 2020
Ali Aouad, Vivek F. Farias and Retsef Levi
London Business School, Massachusetts Institute of Technology (MIT) - Sloan School of Management and MIT Sloan School of Management - Operations Research Center
Downloads 830 (49,683)
Citation 22

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Assortment optimization, dynamic programming, choice models, consider-then-choose

5.

Display Optimization for Vertically Differentiated Locations Under Multinomial Logit Preferences

Number of pages: 53 Posted: 02 Jan 2016 Last Revised: 19 Sep 2019
Ali Aouad and Danny Segev
London Business School and Tel Aviv University - School of Mathematical Sciences
Downloads 518 (91,136)
Citation 22

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Choice Models, Display Optimization, Approximation Schemes, Revenue Management

6.

The Approximability of Assortment Optimization Under Ranking Preferences

Number of pages: 20 Posted: 03 Jun 2015 Last Revised: 02 Feb 2018
Ali Aouad, Vivek F. Farias, Retsef Levi and Danny Segev
London Business School, Massachusetts Institute of Technology (MIT) - Sloan School of Management, MIT Sloan School of Management - Operations Research Center and Tel Aviv University - School of Mathematical Sciences
Downloads 482 (99,530)
Citation 35

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Assortment optimization, choice models, hardness of approximation, independent set, approximation algorithms

7.

Designing Layouts for Sequential Experiences: Application to Cultural Institutions

IESE Business School Working Paper
Number of pages: 49 Posted: 19 Jul 2022 Last Revised: 01 Oct 2022
Ali Aouad, Abhishek Deshmane and Victor Martinez-de-Albeniz
London Business School, Georgia Institute of Technology - Scheller College of Business and IESE Business School - University of Navarra
Downloads 416 (118,345)

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Consumer paths, Sequential choice, Assignment problems, Museums, Cultural operations

8.

The Exponomial Choice Model: Algorithmic Frameworks for Assortment Optimization and Data-Driven Estimation Case Studies

Number of pages: 57 Posted: 21 Jun 2018 Last Revised: 20 May 2019
Ali Aouad, Jacob Feldman and Danny Segev
London Business School, Washington University in St. Louis - John M. Olin Business School and Tel Aviv University - School of Mathematical Sciences
Downloads 384 (129,697)
Citation 1

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Assortment Optimization, FPTAS, Approximate Dynamic Programming, Case Study

9.

Approximation Algorithms for Dynamic Assortment Optimization Models

Number of pages: 39 Posted: 08 Aug 2015 Last Revised: 02 Feb 2018
Ali Aouad, Retsef Levi and Danny Segev
London Business School, MIT Sloan School of Management - Operations Research Center and Tel Aviv University - School of Mathematical Sciences
Downloads 383 (130,106)
Citation 9

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Assortment Planning, Inventory Management, Choice Models, Dynamic Optimization, Approximation Algorithms, Submodularity

10.

Algorithmic Collusion in Assortment Games

Number of pages: 41 Posted: 28 Sep 2021 Last Revised: 31 Dec 2021
Ali Aouad and Arnoud V. den Boer
London Business School and University of Amsterdam - Korteweg-de Vries Institute for Mathematics
Downloads 360 (139,411)
Citation 2

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algorithmic collusion, dynamic assortment, multi-armed bandits, competition law

11.

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

Number of pages: 58 Posted: 05 Sep 2015 Last Revised: 16 Dec 2017
Ali Aouad, Retsef Levi and Danny Segev
London Business School, MIT Sloan School of Management - Operations Research Center and Tel Aviv University - School of Mathematical Sciences
Downloads 358 (140,243)
Citation 4

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assortment planning, dynamic substitution, approximation algorithms, submodularity.

12.

The Pandora's Box Problem with Sequential Inspections

Number of pages: 60 Posted: 13 Mar 2021 Last Revised: 10 Jul 2023
Ali Aouad, Jingwei Ji and Yaron Shaposhnik
London Business School, University of Southern California and University of Rochester - Simon Business School
Downloads 288 (176,738)
Citation 2

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pandora's box problem, dynamic programming, approximate algorithms

13.

The Stability of MNL-Based Demand under Dynamic Customer Substitution and its Algorithmic Implications

Number of pages: 53 Posted: 31 Dec 2019
Ali Aouad and Danny Segev
London Business School and Tel Aviv University - School of Mathematical Sciences
Downloads 201 (250,525)
Citation 2

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Dynamic substitution, Multinomial Logit choice model, inventory management, probabilistic couplings

14.

Centralized versus Decentralized Pricing Controls for Dynamic Matching Platforms

Number of pages: 78 Posted: 23 May 2023 Last Revised: 02 Jun 2023
Ali Aouad, Omer Saritac and Chiwei Yan
London Business School, London Business School and University of California, Berkeley
Downloads 168 (293,421)

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Dynamic Matching, Pricing, Decentralization, Welfare Analysis

15.

Spatial Matching under Resource Competition

Number of pages: 93 Posted: 26 Jun 2023 Last Revised: 06 Sep 2023
Alireza Amanihamedani, Ali Aouad and Daniel Freund
London Business School, London Business School and MIT Sloan School of Management
Downloads 69 (545,251)

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Spatial Matching, Duopoly, Price of Anarchy, Nash Equilibrium.