Velibor Mišić

University of California, Los Angeles (UCLA) - Anderson School of Management

110 Westwood Plaza

Los Angeles, CA 90095-1481

United States

  • University of California, Los Angeles (UCLA) - Anderson School of Management

SCHOLARLY PAPERS

8

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2,242

SSRN CITATIONS
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SSRN RANKINGS

Top 33,635

in Total Papers Citations

17

CROSSREF CITATIONS

7

Scholarly Papers (8)

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1.

Data Analytics in Operations Management: A Review

Manufacturing & Services Operations Management, Forthcoming
Number of pages: 21 Posted: 28 May 2019
Velibor Mišić and Georgia Perakis
University of California, Los Angeles (UCLA) - Anderson School of Management and Massachusetts Institute of Technology (MIT) - Sloan School of Management
Downloads 945 (33,966)

Abstract:

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data analytics; optimization; machine learning; supply chain management; revenue management; healthcare operations; operations management

2.

Exact First-Choice Product Line Optimization

Operations Research, Forthcoming
Number of pages: 50 Posted: 21 Aug 2017 Last Revised: 29 Jun 2021
Dimitris Bertsimas and Velibor Mišić
Massachusetts Institute of Technology (MIT) - Sloan School of Management and University of California, Los Angeles (UCLA) - Anderson School of Management
Downloads 420 (96,228)
Citation 11

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product line design, first-choice models, mixed-integer optimization, Benders decomposition

3.

Decision Forest: A Nonparametric Approach to Modeling Irrational Choice

Management Science, Forthcoming
Number of pages: 70 Posted: 07 May 2019 Last Revised: 14 Oct 2021
Yi-Chun Chen and Velibor Mišić
University of California, Los Angeles (UCLA) - Anderson School of Management and University of California, Los Angeles (UCLA) - Anderson School of Management
Downloads 334 (124,563)
Citation 6

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nonparametric choice modeling, decision trees, non-rational behavior, linear optimization

4.

Interpretable Optimal Stopping

Management Science, Forthcoming, INSEAD Working Paper No. 2020/01/TOM
Number of pages: 85 Posted: 03 Oct 2018 Last Revised: 09 Jan 2020
Dragos Florin Ciocan and Velibor Mišić
INSEAD and University of California, Los Angeles (UCLA) - Anderson School of Management
Downloads 181 (226,063)
Citation 2

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Optimal Stopping, Approximate Dynamic Programming, Interpretability, Decision Trees, Option Pricing

5.

Assortment Optimization under the Decision Forest Model

Number of pages: 61 Posted: 26 Mar 2021
Yi-Chun Chen and Velibor Mišić
University of California, Los Angeles (UCLA) - Anderson School of Management and University of California, Los Angeles (UCLA) - Anderson School of Management
Downloads 146 (270,316)

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Decision trees; Choice modeling; Integer optimization; Benders decomposition

6.

Exact Logit-Based Product Design

Number of pages: 39 Posted: 12 Jul 2021 Last Revised: 05 Oct 2021
İrem Akçakuş and Velibor Mišić
University of California, Los Angeles (UCLA) - Anderson School of Management and University of California, Los Angeles (UCLA) - Anderson School of Management
Downloads 122 (309,840)

Abstract:

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new product development, choice modeling, conjoint analysis, integer programming, convex optimization

7.

Column-Randomized Linear Programs: Performance Guarantees and Applications

Number of pages: 39 Posted: 10 Sep 2020
Yi-Chun Chen and Velibor Mišić
University of California, Los Angeles (UCLA) - Anderson School of Management and University of California, Los Angeles (UCLA) - Anderson School of Management
Downloads 77 (416,089)

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linear programming; constraint sampling

8.

Randomized Policy Optimization for Optimal Stopping

Number of pages: 65 Posted: 06 Apr 2022
Xinyi Guan and Velibor Mišić
University of California, Los Angeles (UCLA) - Anderson School of Management and University of California, Los Angeles (UCLA) - Anderson School of Management
Downloads 17 (709,254)

Abstract:

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optimal stopping, approximate dynamic programming, randomization, non-convex optimization, option pricing