Gar Goei Loke

Rotterdam School of Management

Assistant Professor

Erasmus University

Burgemeester Oudlaan 50

Rotterdam, 3062 PA

Netherlands

SCHOLARLY PAPERS

7

DOWNLOADS

1,309

SSRN CITATIONS

1

CROSSREF CITATIONS

2

Scholarly Papers (7)

1.

Decision-Driven Regularization: A Blended Model for Predict-then-Optimize

Number of pages: 46 Posted: 17 Jun 2020 Last Revised: 02 Feb 2022
Gar Goei Loke, Qinshen Tang and Yangge Xiao
Rotterdam School of Management, Nanyang Business School, Nanyang Technological University and National University of Singapore, Institue of Operations Research and Analytics
Downloads 740 (50,988)
Citation 1

Abstract:

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joint prediction and optimization, robust optimization, worst-case regret minimization, regularization, decision-making under uncertainty

2.

Exploiting Hidden Convexity for Optimal Flow Control in Queueing Networks

Number of pages: 49 Posted: 20 Jun 2018 Last Revised: 25 Nov 2018
Chaithanya Bandi and Gar Goei Loke
Northwestern University - Kellogg School of Management and Rotterdam School of Management
Downloads 304 (147,137)
Citation 2

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Optimal Control, Queueing networks, Delay constraints, Fluid models, Diļ¬€usion limits, Convex Optimization, Robust Optimization

3.

Inventory-Responsive Donor Management Policy: A Tandem Queueing Network Model

Number of pages: 74 Posted: 04 May 2021 Last Revised: 21 Nov 2022
Dongbei University of Finance and Economics, Xi'an Jiaotong-Liverpool University (XJTLU), Singapore Management University - Lee Kong Chian School of Business and Rotterdam School of Management
Downloads 174 (249,881)

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blood collection, donor management, perishable inventory management, humanitarian operations, Pipeline-Queue

4.

Joint Capacity Allocation and Job Assignment under Uncertainty

Number of pages: 55 Posted: 04 Apr 2022 Last Revised: 05 Jul 2022
Peng Wang, Yun Fong Lim and Gar Goei Loke
Business School, National University of Singapore, Singapore Management University - Lee Kong Chian School of Business and Rotterdam School of Management
Downloads 91 (402,989)

Abstract:

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Programming, Convex optimization, Robust Optimization, Resource allocation, Service Management, Platform Operations

5.

Intraday Scheduling with Patient Re-Entries and Variability in Behaviours

Posted: 25 Sep 2019 Last Revised: 14 Mar 2021
Fudan University - School of Management, Rotterdam School of Management, Operations Department, Kellogg School of Management, Northwestern University, National University Health System (NUHS) and National University Health System (NUHS)

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Optimization, Scheduling, Queueing

6.

Strategic Workforce Planning under Uncertainty

Posted: 10 May 2018 Last Revised: 02 Aug 2021
Patrick Jaillet, Gar Goei Loke and Melvyn Sim
Massachusetts Institute of Technology (MIT) - Electrical Engineering and Computer Science, Rotterdam School of Management and National University of Singapore (NUS) - NUS Business School

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workforce planning, robust optimization, multi-period optimization, public sector, riskiness index

7.

The Analytics of Bed Shortages: Coherent Metric, Prediction and Optimization

Posted: 26 Sep 2017 Last Revised: 05 Nov 2021
School of Management, University of Science and Technology of China, Rotterdam School of Management, National University of Singapore (NUS) - NUS Business School and National University of Singapore (NUS) - Programme in Health Services and Systems Research

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Analytics, Bed Shortages, Coherent Metric, Riskiness Index, Data-Driven Optimization, Simulation