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Scopus Author ID: 23479960000

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Northwestern University: Evanston, Illinois, US

Professor (Industrial Engineering and Management Sciences)
Employment
Source: Self-asserted source
Simge Kucukyavuz

Works (50 of 68)

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Page 1 of 2

Technical Note—Conic Mixed-Binary Sets: Convex Hull Characterizations and Applications

Operations Research
2025-01 | Journal article
DOI: 10.1287/opre.2020.0827
Contributors: Fatma Kılınç-Karzan; Simge Küçükyavuz; Dabeen Lee; Soroosh Shafieezadeh-Abadeh
Source: check_circle
Crossref

Dynamic Allocation of Reusable Resources: Logarithmic Regret in Overloaded Networks

Operations Research
2024-07-05 | Journal article
DOI: 10.1287/opre.2022.0429
Contributors: Xinchang Xie; Itai Gurvich; Simge Küçükyavuz
Source: check_circle
Crossref

On Constrained Mixed-Integer DR-Submodular Minimization

Mathematics of Operations Research
2024-04-08 | Journal article
DOI: 10.1287/moor.2022.0320
Contributors: Qimeng Yu; Simge Küçükyavuz
Source: check_circle
Crossref

On the convex hull of convex quadratic optimization problems with indicators

Mathematical Programming
2024-03 | Journal article
DOI: 10.1007/s10107-023-01982-0
Contributors: Linchuan Wei; Alper Atamtürk; Andrés Gómez; Simge Küçükyavuz
Source: check_circle
Crossref

Strong valid inequalities for a class of concave submodular minimization problems under cardinality constraints

Mathematical Programming
2023-09 | Journal article
DOI: 10.1007/s10107-022-01921-5
Contributors: Qimeng Yu; Simge Küçükyavuz
Source: check_circle
Crossref

Strong Formulations for Distributionally Robust Chance-Constrained Programs with Left-Hand Side Uncertainty Under Wasserstein Ambiguity

INFORMS Journal on Optimization
2023-04 | Journal article
DOI: 10.1287/ijoo.2022.0083
Contributors: Nam Ho-Nguyen; Fatma Kilinç-Karzan; Simge Küçükyavuz; Dabeen Lee
Source: check_circle
Crossref

Chance-constrained optimization under limited distributional information: A review of reformulations based on sampling and distributional robustness

EURO Journal on Computational Optimization
2022 | Journal article
DOI: 10.1016/j.ejco.2022.100030
Contributors: Simge Küçükyavuz; Ruiwei Jiang
Source: check_circle
Crossref

A graph-based decomposition method for convex quadratic optimization with indicators

Mathematical Programming
2022-06-21 | Journal article
DOI: 10.1007/s10107-022-01845-0
Part of ISSN: 0025-5610
Part of ISSN: 1436-4646
Source: Self-asserted source
Simge Kucukyavuz
grade
Preferred source (of 2)‎

A graph-based decomposition method for convex quadratic optimization with indicators

arXiv
2021 | Other
EID:

2-s2.0-85118621312

Part of ISSN: 23318422
Contributors: Liu, P.; Fattahi, S.; Gómez, A.; Küçükyavuz, S.
Source: Self-asserted source
Simge Kucukyavuz via Scopus - Elsevier

Chance-constrained optimization: A review of mixed-integer conic formulations and applications

arXiv
2021 | Other
EID:

2-s2.0-85101671194

Part of ISSN: 23318422
Contributors: Küçükyavuz, S.; Jiang, R.
Source: Self-asserted source
Simge Kucukyavuz via Scopus - Elsevier

Randomized Algorithms for Scientific Computing (RASC)

arXiv
2021 | Other
EID:

2-s2.0-85118607802

Part of ISSN: 23318422
Contributors: Buluç, A.; Kolda, T.G.; Wild, S.M.; DeGennaro, A.; Jakeman, J.; Kamath, C.; Kannan, R.; Lopes, M.E.; Martinsson, P.-G.; Myers, K. et al.
Source: Self-asserted source
Simge Kucukyavuz via Scopus - Elsevier

Strong valid inequalities for a class of concave submodular minimization problems under cardinality constraints

arXiv
2021 | Other
EID:

2-s2.0-85102820028

Part of ISSN: 23318422
Contributors: Yu, Q.; Küçükyavuz, S.
Source: Self-asserted source
Simge Kucukyavuz via Scopus - Elsevier

An exact cutting plane method for k-submodular function maximization

Discrete Optimization
2021-11 | Journal article
DOI: 10.1016/j.disopt.2021.100670
Contributors: Qimeng Yu; Simge Küçükyavuz
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Joint chance-constrained programs and the intersection of mixing sets through a submodularity lens

Mathematical Programming
2021-07-21 | Journal article
DOI: 10.1007/s10107-021-01688-1
Part of ISSN: 0025-5610
Part of ISSN: 1436-4646
Source: Self-asserted source
Simge Kucukyavuz
grade
Preferred source (of 2)‎

Distributionally robust chance-constrained programs with right-hand side uncertainty under Wasserstein ambiguity

Mathematical Programming
2021-02-04 | Journal article
DOI: 10.1007/s10107-020-01605-y
Part of ISSN: 0025-5610
Part of ISSN: 1436-4646
Source: Self-asserted source
Simge Kucukyavuz
grade
Preferred source (of 2)‎

A polyhedral approach to bisubmodular function minimization

Operations Research Letters
2021-01 | Journal article
DOI: 10.1016/j.orl.2020.10.007
Contributors: Qimeng Yu; Simge Küçükyavuz
Source: check_circle
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Integer Programming for Learning Directed Acyclic Graphs from Continuous Data

INFORMS Journal on Optimization
2021-01 | Journal article
DOI: 10.1287/ijoo.2019.0040
Contributors: Hasan Manzour; Simge Küçükyavuz; Hao-Hsiang Wu; Ali Shojaie
Source: check_circle
Crossref

A Polyhedral Approach to Bisubmodular Function Minimization

arXiv
2020 | Other
EID:

2-s2.0-85093573274

Part of ISSN: 23318422
Contributors: Yu, Q.; Küçükyavuz, S.
Source: Self-asserted source
Simge Kucukyavuz via Scopus - Elsevier

An exact cutting plane method for k-submodular function maximization

arXiv
2020 | Other
EID:

2-s2.0-85104660483

Part of ISSN: 23318422
Contributors: Yu, Q.; Küçükyavuz, S.
Source: Self-asserted source
Simge Kucukyavuz via Scopus - Elsevier

Conic mixed-binary sets: Convex hull characterizations and applications

arXiv
2020 | Other
EID:

2-s2.0-85101665368

Part of ISSN: 23318422
Contributors: Kılınç-Karzan, F.; Küçükyavuz, S.; Lee, D.
Source: Self-asserted source
Simge Kucukyavuz via Scopus - Elsevier

Consistent second-order conic integer programming for learning bayesian networks

arXiv
2020 | Other
EID:

2-s2.0-85095278346

Part of ISSN: 23318422
Contributors: Küçükyavuz, S.; Shojaie, A.; Manzour, H.; Wei, L.
Source: Self-asserted source
Simge Kucukyavuz via Scopus - Elsevier

Distributionally robust chance-constrained programs with right-hand side uncertainty under wasserstein ambiguity

arXiv
2020 | Other
EID:

2-s2.0-85095308738

Part of ISSN: 23318422
Contributors: Ho-Nguyen, N.; Kilinç-Karzan, F.; Küçükyavuz, S.; Lee, D.
Source: Self-asserted source
Simge Kucukyavuz via Scopus - Elsevier

Ideal formulations for constrained convex optimization problems with indicator variables

arXiv
2020 | Other
EID:

2-s2.0-85095353868

Part of ISSN: 23318422
Contributors: Wei, L.; Gómez, A.; Küçükyavuz, S.
Source: Self-asserted source
Simge Kucukyavuz via Scopus - Elsevier

On the Convexification of Constrained Quadratic Optimization Problems with Indicator Variables

2020 | Book chapter
DOI: 10.1007/978-3-030-45771-6_33
Contributors: Linchuan Wei; Andrés Gómez; Simge Küçükyavuz
Source: check_circle
Crossref
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Strong Formulations for Distributionally Robust Chance-Constrained Programs with Left-Hand Side Uncertainty under Wasserstein Ambiguity

arXiv
2020 | Other
EID:

2-s2.0-85095302860

Part of ISSN: 23318422
Contributors: Ho-Nguyen, N.; Kılınç-Karzan, F.; Küçükyavuz, S.; Lee, D.
Source: Self-asserted source
Simge Kucukyavuz via Scopus - Elsevier

Risk aversion to parameter uncertainty in Markov decision processes with an application to slow-onset disaster relief

IISE Transactions
2020-08-02 | Journal article
DOI: 10.1080/24725854.2019.1674464
Contributors: Merve Meraklı; Simge Küçükyavuz
Source: check_circle
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An exact method for constrained maximization of the conditional value-at-risk of a class of stochastic submodular functions

Operations Research Letters
2020-05 | Journal article
DOI: 10.1016/j.orl.2020.04.008
Contributors: Hao-Hsiang Wu; Simge Küçükyavuz
Source: check_circle
Crossref
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Integer programming for learning directed acyclic graphs from continuous data

arXiv
2019 | Other
EID:

2-s2.0-85095219789

Part of ISSN: 23318422
Contributors: Manzour, H.; Küçükyavuz, S.; Shojaie, A.
Source: Self-asserted source
Simge Kucukyavuz via Scopus - Elsevier

Joint chance-constrained programs and the intersection of mixing sets through a submodularity lens

arXiv
2019 | Other
EID:

2-s2.0-85110303262

Part of ISSN: 23318422
Contributors: Kılınç-Karzan, F.; Küçükyavuz, S.; Lee, D.
Source: Self-asserted source
Simge Kucukyavuz via Scopus - Elsevier

On a class of risk-averse submodular maximization problems

arXiv
2019 | Other
EID:

2-s2.0-85098354233

Part of ISSN: 23318422
Contributors: Wu, H.-H.; Küçükyavuz, S.
Source: Self-asserted source
Simge Kucukyavuz via Scopus - Elsevier

On intersection of two mixing sets with applications to joint chance-constrained programs

Mathematical Programming
2019 | Journal article
DOI: 10.1007/s10107-018-1231-2
EID:

2-s2.0-85040779913

Part of ISSN: 14364646 00255610
Contributors: Liu, X.; Kılınç-Karzan, F.; Küçükyavuz, S.
Source: Self-asserted source
Simge Kucukyavuz via Scopus - Elsevier

Probabilistic partial set covering with an oracle for chance constraints

SIAM Journal on Optimization
2019 | Journal article
DOI: 10.1137/17M1141576
EID:

2-s2.0-85065394999

Part of ISSN: 10526234
Contributors: Wu, H.-H.; Kucukyavuz, S.
Source: Self-asserted source
Simge Kucukyavuz via Scopus - Elsevier

Risk Aversion to Parameter Uncertainty in Markov Decision Processes with an Application to Slow-Onset Disaster Relief

arXiv
2019 | Other
EID:

2-s2.0-85093158442

Part of ISSN: 23318422
Contributors: Meraklı, M.; Küçükyavuz, S.
Source: Self-asserted source
Simge Kucukyavuz via Scopus - Elsevier

Two-stage stochastic programming under multivariate risk constraints with an application to humanitarian relief network design

Mathematical Programming
2019 | Journal article
DOI: 10.1007/s10107-019-01373-4
EID:

2-s2.0-85061939105

Part of ISSN: 14364646 00255610
Contributors: Noyan, N.; Meraklı, M.; Küçükyavuz, S.
Source: Self-asserted source
Simge Kucukyavuz via Scopus - Elsevier

A polyhedral study of the static probabilistic lot-sizing problem

Annals of Operations Research
2018 | Journal article
DOI: 10.1007/s10479-017-2641-x
EID:

2-s2.0-85047567654

Part of ISSN: 15729338 02545330
Contributors: Liu, X.; Küçükyavuz, S.
Source: Self-asserted source
Simge Kucukyavuz via Scopus - Elsevier

Vector-valued multivariate conditional value-at-risk

Operations Research Letters
2018 | Journal article
DOI: 10.1016/j.orl.2018.02.006
EID:

2-s2.0-85043981147

Part of ISSN: 01676377
Contributors: Meraklı, M.; Küçükyavuz, S.
Source: Self-asserted source
Simge Kucukyavuz via Scopus - Elsevier

A two-stage stochastic programming approach for influence maximization in social networks

Computational Optimization and Applications
2018-04-23 | Journal article
DOI: 10.1007/s10589-017-9958-x
Contributors: Hao-Hsiang Wu; Simge Küçükyavuz
Source: check_circle
Crossref
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Chance-constrained combinatorial optimization with a probability oracle and its application to probabilistic partial set covering

arXiv
2017 | Other
EID:

2-s2.0-85094384794

Part of ISSN: 23318422
Contributors: Wu, H.-H.; Küçükyavuz, S.
Source: Self-asserted source
Simge Kucukyavuz via Scopus - Elsevier

Path cover and path pack inequalities for the capacitated fixed-charge network flow problem

arXiv
2017 | Other
EID:

2-s2.0-85093030696

Part of ISSN: 23318422
Contributors: Atamtürk, A.; Tezel, B.; Küçükyavuz, S.
Source: Self-asserted source
Simge Kucukyavuz via Scopus - Elsevier

Path cover and path pack inequalities for the capacitated fixed-charge network flow problem

SIAM Journal on Optimization
2017 | Journal article
DOI: 10.1137/15M1033009
EID:

2-s2.0-85032861373

Part of ISSN: 10526234
Contributors: Atamtürk, A.; Küçükyavuz, S.; Tezel, B.
Source: Self-asserted source
Simge Kucukyavuz via Scopus - Elsevier

Robust multicriteria risk-averse stochastic programming models

Annals of Operations Research
2017 | Journal article
DOI: 10.1007/s10479-017-2526-z
EID:

2-s2.0-85019904045

Part of ISSN: 15729338 02545330
Contributors: Liu, X.; Kkyavuz, S.; Noyan, N.
Source: Self-asserted source
Simge Kucukyavuz via Scopus - Elsevier

Two-stage Stochastic Programming under Multivariate Risk Constraints with an Application to Humanitarian Relief Network Design

arXiv
2017 | Other
EID:

2-s2.0-85095271844

Part of ISSN: 23318422
Contributors: Noyan, N.; Meraklı, M.; Küçükyavuz, S.
Source: Self-asserted source
Simge Kucukyavuz via Scopus - Elsevier

Vector-valued multivariate conditional value-at-risk

arXiv
2017 | Other
EID:

2-s2.0-85092833806

Part of ISSN: 23318422
Contributors: Meraklı, M.; Küçükyavuz, S.
Source: Self-asserted source
Simge Kucukyavuz via Scopus - Elsevier

Three-partition flow cover inequalities for constant capacity fixed-charge network flow problems

Networks
2016 | Journal article
DOI: 10.1002/net.21677
EID:

2-s2.0-84979464654

Part of ISSN: 10970037 00283045
Contributors: Atamtürk, A.; Gómez, A.; Küçükyavuz, S.
Source: Self-asserted source
Simge Kucukyavuz via Scopus - Elsevier

On a cardinality-constrained transportation problem with market choice

Operations Research Letters
2016-03 | Journal article
DOI: 10.1016/j.orl.2015.12.001
Contributors: Matthias Walter; Pelin Damcı-Kurt; Santanu S. Dey; Simge Küçükyavuz
Source: check_circle
Crossref
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Cut generation for optimization problems with multivariate risk constraints

Math. Program.
2015-10-05 | Journal article
DOI: 10.1007/s10107-015-0953-7
Contributors: Simge Küçükyavuz; Nilay Noyan
Source: Self-asserted source
Simge Kucukyavuz via Crossref Metadata Search
grade
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A polyhedral study of production ramping

Math. Program.
2015-06 | Journal article
DOI: 10.1007/s10107-015-0919-9
Contributors: Pelin Damcı-Kurt; Simge Küçükyavuz; Deepak Rajan; Alper Atamtürk
Source: Self-asserted source
Simge Kucukyavuz via Crossref Metadata Search
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On the transportation problem with market choice

Discrete Applied Mathematics
2015-01 | Journal article
DOI: 10.1016/j.dam.2014.09.008
Contributors: Pelin Damcı-Kurt; Santanu S. Dey; Simge Küçükyavuz
Source: Self-asserted source
Simge Kucukyavuz via Crossref Metadata Search
grade
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Chance-Constrained Binary Packing Problems

INFORMS Journal on Computing
2014-11 | Journal article
DOI: 10.1287/ijoc.2014.0595
Contributors: Yongjia Song; James R. Luedtke; Simge Küçükyavuz
Source: Self-asserted source
Simge Kucukyavuz via Crossref Metadata Search
grade
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Decomposition algorithms for two-stage chance-constrained programs

Math. Program.
2014-10 | Journal article
DOI: 10.1007/s10107-014-0832-7
Contributors: Xiao Liu; Simge Küçükyavuz; James Luedtke
Source: Self-asserted source
Simge Kucukyavuz via Crossref Metadata Search
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