Myunseok Cheon

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Dimitri J. PapageorgiouExxonMobil Corporate Strategic ResearchVerified email at gatech.edu
Shabbir AhmedProfessor of Industrial & Systems Engineering, Georgia Institute of TechnologyVerified email at isye.gatech.edu
George NemhauserProfessor, Georgia Institute of TechnologyVerified email at isye.gatech.edu
Joel SokolHarold E. Smalley Professor & Director MS in Analytics, Georgia Tech (Stewart School of ISyE)Verified email at isye.gatech.edu
Akshay GupteSchool of Mathematics, University of EdinburghVerified email at ed.ac.uk
Santanu S. DeyGeorgia Institute of TechnologyVerified email at isye.gatech.edu
Francisco TrespalaciosAmazonVerified email at amazon.com
Ignacio E. GrossmannCarnegie Mellon UniversityVerified email at cmu.edu
Sung Won HanNew York UniversityVerified email at nyumc.org
SM HarwoodExxonMobil Technology and Engineering CompanyVerified email at alum.mit.edu
Kevin C. FurmanExxonMobilVerified email at exxonmobil.com
Nick SahinidisGary C. Butler Family Chair and Professor, Georgia Institute of TechnologyVerified email at gatech.edu
Hyungrok DoPostdoc at NYU Grossman School of MedicineVerified email at nyulangone.org
Kuang-Hung LiuExxonMobil Corporate Strategic ResearchVerified email at umich.edu
Stijn de WaeleSenior Data Scientist, GoogleVerified email at google.com
Melvyn SimProfessor and Provost's Chair, NUS Business SchoolVerified email at nus.edu.sg
Charlle SyIndustrial & Systems Engineering, De La Salle UniversityVerified email at dlsu.edu.ph
Ashutosh TewariExxonMobilVerified email at exxonmobil.com
ExxonMobil Corporate Strategic Rese...ExxonMobil Corporate Strategic ResearchVerified email at exxonmobil.com

Myunseok Cheon

ExxonMobil Research and Engineering

Verified email at exxonmobil.com

Mixed Integer Programming Bilinear Optimization Deep Reinforcement Learning


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Solving mixed integer bilinear problems using MILP formulations A Gupte, S Ahmed, MS Cheon, S Dey SIAM Journal on Optimization 23 (2), 721-744, 2013	206	2013
MIRPLib–A library of maritime inventory routing problem instances: Survey, core model, and benchmark results DJ Papageorgiou, GL Nemhauser, J Sokol, MS Cheon, AB Keha European Journal of Operational Research 235 (2), 350-366, 2014	128	2014
Relaxations and discretizations for the pooling problem A Gupte, S Ahmed, SS Dey, MS Cheon Journal of Global Optimization 67, 631-669, 2017	71	2017
A branch-reduce-cut algorithm for the global optimization of probabilistically constrained linear programs MS Cheon, S Ahmed, F Al-Khayyal Mathematical Programming 108, 617-634, 2006	56	2006
An MILP-MINLP decomposition method for the global optimization of a source based model of the multiperiod blending problem I Lotero, F Trespalacios, IE Grossmann, DJ Papageorgiou, MS Cheon Computers & Chemical Engineering 87, 13-35, 2016	55	2016
Estimation of directed acyclic graphs through two-stage adaptive lasso for gene network inference SW Han, G Chen, MS Cheon, H Zhong Journal of the American Statistical Association 111 (515), 1004-1019, 2016	49	2016
Approximate dynamic programming for a class of long-horizon maritime inventory routing problems DJ Papageorgiou, MS Cheon, G Nemhauser, J Sokol Transportation Science 49 (4), 870-885, 2015	49	2015
Flexible solutions to maritime inventory routing problems with delivery time windows C Zhang, G Nemhauser, J Sokol, MS Cheon, A Keha Computers & Operations Research 89, 153-162, 2018	43	2018
Recent progress using matheuristics for strategic maritime inventory routing DJ Papageorgiou, MS Cheon, S Harwood, F Trespalacios, ... Modeling, computing and data handling methodologies for maritime …, 2018	29	2018
A modeling framework for railcar fleet sizing in the chemical industry MS Cheon, KC Furman, TD Shaffer Industrial & engineering chemistry research 51 (29), 9825-9834, 2012	25	2012
Derivative-free optimization for chemical product design Y Sun, NV Sahinidis, A Sundaram, MS Cheon Current Opinion in Chemical Engineering 27, 98-106, 2020	21	2020
Robust inventory routing with flexible time window allocation C Zhang, G Nemhauser, J Sokol, MS Cheon, D Papageorgiou Available on Optimization Online, 2015	15	2015
Pooling problems: relaxations and discretizations A Gupte, S Ahmed, SS Dey, MS Cheon School of Industrial and Systems Engineering, Georgia Institute of …, 2013	8	2013
Global optimization of monotonic programs: Applications in polynomial and stochastic programming MS Cheon Georgia Institute of Technology, 2005	8	2005
Graph structured sparse subset selection H Do, MS Cheon, SB Kim Information Sciences 518, 71-94, 2020	5	2020
Pooling problems: an overview A Gupte, S Ahmed, S Dey, M Cheon Optimization and Analytics in the Oil and Gas Industry, International Series …, 2015	5	2015
MIRPLib: A maritime inventory routing problem library DJ Papageorgiou, MS Cheon, AB Keha, GL Nemhauser, J Sokol Submitted, 2012	4	2012
An outer-approximation guided optimization approach for constrained neural network inverse problems MS Cheon Mathematical Programming 196 (1-2), 173-202, 2022	3	2022
Analytic framework for raw material valuation process under market uncertainties MS Cheon, S Kameswaran, A Sundaram, DJ Papageorgiou US Patent App. 15/335,627, 2017	2	2017
Methods and systems for field development decision optimization KH Liu, MH Kovalski, MS Cheon, X Wu US Patent App. 16/785,855, 2020	1	2020

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