Ali Aouad

London Business School

Sussex Place

Regent's Park

London, London NW1 4SA

United Kingdom

SCHOLARLY PAPERS

10

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3,507

SSRN CITATIONS
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SSRN RANKINGS

Top 16,280

in Total Papers Citations

29

CROSSREF CITATIONS

38

Scholarly Papers (10)

1.

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 708 (43,431)
Citation 22

Abstract:

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

2.

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
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 430 (81,451)
Citation 2

Abstract:

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

3.

The Approximability of Assortment Optimization Under Ranking Preferences

Number of pages: 20 Posted: 03 Jun 2015 Last Revised: 02 Feb 2018
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 422 (83,291)
Citation 21

Abstract:

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

4.

Dynamic Stochastic Matching Under Limited Time

Number of pages: 61 Posted: 27 Dec 2019 Last Revised: 01 Feb 2021
Ali Aouad and Omer Saritac
London Business School and London Business School
Downloads 415 (85,151)
Citation 3

Abstract:

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Dynamic Matching, Approximation Algorithms, Markov Decision Processes

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 384 (92,884)
Citation 14

Abstract:

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Choice Models, Display Optimization, Approximation Schemes, Revenue Management

6.

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 323 (112,874)
Citation 5

Abstract:

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

7.

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 308 (118,728)
Citation 4

Abstract:

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assortment planning, dynamic substitution, approximation algorithms, submodularity.

8.

Online Assortment Optimization for Two-sided Matching Platforms

Number of pages: 56 Posted: 07 Jan 2021 Last Revised: 10 Mar 2021
Ali Aouad and Daniela Saban
London Business School and Stanford Graduate School of Business
Downloads 240 (153,945)
Citation 2

Abstract:

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assortment optimization, matching markets, online platforms, online algorithms

9.

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 209 (174,933)
Citation 1

Abstract:

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Assortment Optimization, FPTAS, Approximate Dynamic Programming, Case Study

10.

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 68 (396,227)
Citation 1

Abstract:

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

Other Papers (1)

Total Downloads: 10
1.

Pandora's Box Problem with Sequential Inspections

Number of pages: 73 Posted: 13 Mar 2021
Ali Aouad, Jingwei Ji and Yaron Shaposhnik
London Business School, University of Rochester and University of Rochester - Simon Business School
Downloads 10

Abstract:

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pandora's box problem, dynamic programming, approximate algorithms