Simge Küçükyavuz

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 33

Top Topics

Cutting Plane Method

Optimization Problems

Transportation Problem

Chance Constraints

Top Venues

Oper. Res. Lett.

Publications

Linchuan Wei, Alper Atamtürk, Andrés Gómez, Simge Küçükyavuz
On the convex hull of convex quadratic optimization problems with indicators. Math. Program. 204 (1) (2024)
Qimeng Yu, Simge Küçükyavuz
Strong valid inequalities for a class of concave submodular minimization problems under cardinality constraints. Math. Program. 201 (1) (2023)
Peijing Liu, Salar Fattahi, Andrés Gómez, Simge Küçükyavuz
A graph-based decomposition method for convex quadratic optimization with indicators. Math. Program. 200 (2) (2023)
Nam Ho-Nguyen, Fatma Kilinç-Karzan, Simge Küçükyavuz, Dabeen Lee
Strong Formulations for Distributionally Robust Chance-Constrained Programs with Left-Hand Side Uncertainty Under Wasserstein Ambiguity. INFORMS J. Optim. 5 (2) (2023)
Nilay Noyan, Merve Merakli, Simge Küçükyavuz
Two-stage stochastic programming under multivariate risk constraints with an application to humanitarian relief network design. Math. Program. 191 (1) (2022)
Simge Küçükyavuz, Ruiwei Jiang
Chance-constrained optimization under limited distributional information: A review of reformulations based on sampling and distributional robustness. EURO J. Comput. Optim. 10 (2022)
Fatma Kilinç-Karzan, Simge Küçükyavuz, Dabeen Lee
Joint chance-constrained programs and the intersection of mixing sets through a submodularity lens. Math. Program. 195 (1) (2022)
Nam Ho-Nguyen, Fatma Kilinç-Karzan, Simge Küçükyavuz, Dabeen Lee
Distributionally robust chance-constrained programs with right-hand side uncertainty under Wasserstein ambiguity. Math. Program. 196 (1) (2022)
Linchuan Wei, Alper Atamtürk, Andrés Gómez, Simge Küçükyavuz
On the convex hull of convex quadratic optimization problems with indicators. CoRR (2022)
Linchuan Wei, Andrés Gómez, Simge Küçükyavuz
Ideal formulations for constrained convex optimization problems with indicator variables. Math. Program. 192 (1) (2022)
Hasan Manzour, Simge Küçükyavuz, Hao-Hsiang Wu, Ali Shojaie
Integer Programming for Learning Directed Acyclic Graphs from Continuous Data. INFORMS J. Optim. 3 (1) (2021)
Qimeng Yu, Simge Küçükyavuz
An exact cutting plane method for k-submodular function maximization. Discret. Optim. 42 (2021)
Qimeng Yu, Simge Küçükyavuz
A polyhedral approach to bisubmodular function minimization. Oper. Res. Lett. 49 (1) (2021)
Merve Merakli, Simge Küçükyavuz
Risk aversion to parameter uncertainty in Markov decision processes with an application to slow-onset disaster relief. IISE Trans. 52 (8) (2020)
Linchuan Wei, Andrés Gómez, Simge Küçükyavuz
Ideal formulations for constrained convex optimization problems with indicator variables. CoRR (2020)
Linchuan Wei, Andrés Gómez, Simge Küçükyavuz
On the Convexification of Constrained Quadratic Optimization Problems with Indicator Variables. IPCO (2020)
Hao-Hsiang Wu, Simge Küçükyavuz
An exact method for constrained maximization of the conditional value-at-risk of a class of stochastic submodular functions. Oper. Res. Lett. 48 (3) (2020)
Qimeng Yu, Simge Küçükyavuz
A Polyhedral Approach to Bisubmodular Function Minimization. CoRR (2020)
Simge Küçükyavuz, Ali Shojaie, Hasan Manzour, Linchuan Wei
Consistent Second-Order Conic Integer Programming for Learning Bayesian Networks. CoRR (2020)
Xiao Liu, Fatma Kilinç-Karzan, Simge Küçükyavuz
On intersection of two mixing sets with applications to joint chance-constrained programs. Math. Program. 175 (1-2) (2019)
Hasan Manzour, Simge Küçükyavuz, Ali Shojaie
Integer Programming for Learning Directed Acyclic Graphs from Continuous Data. CoRR (2019)
Hao-Hsiang Wu, Simge Küçükyavuz
Probabilistic Partial Set Covering with an Oracle for Chance Constraints. SIAM J. Optim. 29 (1) (2019)
Merve Merakli, Simge Küçükyavuz
Vector-valued multivariate conditional value-at-risk. Oper. Res. Lett. 46 (3) (2018)
Xiao Liu, Simge Küçükyavuz
A polyhedral study of the static probabilistic lot-sizing problem. Ann. Oper. Res. 261 (1-2) (2018)
Hao-Hsiang Wu, Simge Küçükyavuz
A two-stage stochastic programming approach for influence maximization in social networks. Comput. Optim. Appl. 69 (3) (2018)
Alper Atamtürk, Simge Küçükyavuz, Birce Tezel
Path Cover and Path Pack Inequalities for the Capacitated Fixed-Charge Network Flow Problem. SIAM J. Optim. 27 (3) (2017)
Alper Atamtürk, Birce Tezel, Simge Küçükyavuz
Path Cover and Path Pack Inequalities for the Capacitated Fixed-Charge Network Flow Problem. CoRR (2017)
Xiao Liu, Simge Küçükyavuz, Nilay Noyan
Robust multicriteria risk-averse stochastic programming models. Ann. Oper. Res. 259 (1-2) (2017)
Alper Atamtürk, Andrés Gómez, Simge Küçükyavuz
Three-partition flow cover inequalities for constant capacity fixed-charge network flow problems. Networks 67 (4) (2016)
Simge Küçükyavuz, Nilay Noyan
Cut generation for optimization problems with multivariate risk constraints. Math. Program. 159 (1-2) (2016)
Pelin Damci-Kurt, Simge Küçükyavuz, Deepak Rajan, Alper Atamtürk
A polyhedral study of production ramping. Math. Program. 158 (1-2) (2016)
Matthias Walter, Pelin Damci-Kurt, Santanu S. Dey, Simge Küçükyavuz
On a cardinality-constrained transportation problem with market choice. Oper. Res. Lett. 44 (2) (2016)
Xiao Liu, Simge Küçükyavuz, James R. Luedtke
Decomposition algorithms for two-stage chance-constrained programs. Math. Program. 157 (1) (2016)
Hao-Hsiang Wu, Simge Küçükyavuz
Maximizing Influence in Social Networks: A Two-Stage Stochastic Programming Approach That Exploits Submodularity. CoRR (2015)
Pelin Damci-Kurt, Santanu S. Dey, Simge Küçükyavuz
On the transportation problem with market choice. Discret. Appl. Math. 181 (2015)
Minjiao Zhang, Simge Küçükyavuz
Finitely Convergent Decomposition Algorithms for Two-Stage Stochastic Pure Integer Programs. SIAM J. Optim. 24 (4) (2014)
Dinakar Gade, Simge Küçükyavuz, Suvrajeet Sen
Decomposition algorithms with parametric Gomory cuts for two-stage stochastic integer programs. Math. Program. 144 (1-2) (2014)
Pelin Damci-Kurt, Santanu S. Dey, Simge Küçükyavuz
On a Cardinality-Constrained Transportation Problem With Market Choice. CoRR (2014)
Yongjia Song, James R. Luedtke, Simge Küçükyavuz
Chance-Constrained Binary Packing Problems. INFORMS J. Comput. 26 (4) (2014)
Minjiao Zhang, Simge Küçükyavuz, Saumya Goel
A Branch-and-Cut Method for Dynamic Decision Making Under Joint Chance Constraints. Manag. Sci. 60 (5) (2014)
Simge Küçükyavuz
On mixing sets arising in chance-constrained programming. Math. Program. 132 (1-2) (2012)
Binyuan Chen, Simge Küçükyavuz, Suvrajeet Sen
A computational study of the cutting plane tree algorithm for general mixed-integer linear programs. Oper. Res. Lett. 40 (1) (2012)
Minjiao Zhang, Simge Küçükyavuz, Hande Yaman
A Polyhedral Study of Multiechelon Lot Sizing with Intermediate Demands. Oper. Res. 60 (4) (2012)
Binyuan Chen, Simge Küçükyavuz, Suvrajeet Sen
Finite Disjunctive Programming Characterizations for General Mixed-Integer Linear Programs. Oper. Res. 59 (1) (2011)
Dinakar Gade, Simge Küçükyavuz
A Note on "Lot-sizing with fixed charges on stocks: The convex hull". Discret. Optim. 8 (2) (2011)
Simge Küçükyavuz, Yves Pochet
Uncapacitated lot sizing with backlogging: the convex hull. Math. Program. 118 (1) (2009)
April K. Andreas, J. Cole Smith, Simge Küçükyavuz
-paths problem. J. Glob. Optim. 42 (4) (2008)
Kai Huang, Simge Küçükyavuz
On stochastic lot-sizing problems with random lead times. Oper. Res. Lett. 36 (3) (2008)
Alper Atamtürk, Simge Küçükyavuz
) algorithm for lot sizing with inventory bounds and fixed costs. Oper. Res. Lett. 36 (3) (2008)
Alper Atamtürk, Simge Küçükyavuz
Lot Sizing with Inventory Bounds and Fixed Costs: Polyhedral Study and Computation. Oper. Res. 53 (4) (2005)