Güzin Bayraksan

Publication Activity (10 Years)

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

Top Topics

Solution Quality

Robust Optimization

Variance Reduction

Top Venues

Eur. J. Oper. Res.

Ann. Oper. Res.

Publications

Rohit Kannan, Güzin Bayraksan, James R. Luedtke
Residuals-based distributionally robust optimization with covariate information. Math. Program. 207 (1) (2024)
Güzin Bayraksan, Francesca Maggioni, Daniel Faccini, Ming Yang
Bounds for Multistage Mixed-Integer Distributionally Robust Optimization. SIAM J. Optim. 34 (1) (2024)
Jangho Park, Güzin Bayraksan
A multistage distributionally robust optimization approach to water allocation under climate uncertainty. Eur. J. Oper. Res. 306 (2) (2023)
Hamed Rahimian, Güzin Bayraksan, Tito Homem-de-Mello
Effective Scenarios in Multistage Distributionally Robust Optimization with a Focus on Total Variation Distance. SIAM J. Optim. 32 (3) (2022)
Jangho Park, Rebecca Stockbridge, Güzin Bayraksan
Variance reduction for sequential sampling in stochastic programming. Ann. Oper. Res. 300 (1) (2021)
Hamed Rahimian, Güzin Bayraksan, Tito Homem-de-Mello
Identifying effective scenarios in distributionally robust stochastic programs with total variation distance. Math. Program. 173 (1-2) (2019)
Hamed Rahimian, Güzin Bayraksan, Tito Homem-de-Mello
Controlling risk and demand ambiguity in newsvendor models. Eur. J. Oper. Res. 279 (3) (2019)
Güzin Bayraksan
An improved averaged two-replication procedure with Latin hypercube sampling. Oper. Res. Lett. 46 (2) (2018)
Rebecca Stockbridge, Güzin Bayraksan
Variance reduction in Monte Carlo sampling-based optimality gap estimators for two-stage stochastic linear programming. Comput. Optim. Appl. 64 (2) (2016)
Weini Zhang, Hamed Rahimian, Güzin Bayraksan
Decomposition Algorithms for Risk-Averse Multistage Stochastic Programs with Application to Water Allocation under Uncertainty. INFORMS J. Comput. 28 (3) (2016)
David Love, Güzin Bayraksan
Overlapping Batches for the Assessment of Solution Quality in Stochastic Programs. ACM Trans. Model. Comput. Simul. 25 (3) (2015)
Michael C. Fu, Güzin Bayraksan, Shane G. Henderson, Barry L. Nelson, Warren B. Powell, Ilya O. Ryzhov, Benjamin G. Thengvall
Simulation optimization: a panel on the state of the art in research and practice. WSC (2014)
David Love, Güzin Bayraksan
Two-stage likelihood robust linear program with application to water allocation under uncertainty. WSC (2013)
Rebecca Stockbridge, Güzin Bayraksan
A probability metrics approach for reducing the bias of optimality gap estimators in two-stage stochastic linear programming. Math. Program. 142 (1-2) (2013)
Weini Zhang, Gunhui Chung, Péguy Pierre-Louis, Güzin Bayraksan, Kevin Lansey
Reclaimed water distribution network design under temporal and spatial growth and demand uncertainties. Environ. Model. Softw. 49 (2013)
Brian Keller, Güzin Bayraksan
Disjunctive Decomposition for Two-Stage Stochastic Mixed-Binary Programs with Generalized Upper Bound Constraints. INFORMS J. Comput. 24 (1) (2012)
Güzin Bayraksan, Péguy Pierre-Louis
Fixed-Width Sequential Stopping Rules for a Class of Stochastic Programs. SIAM J. Optim. 22 (4) (2012)
Brian Keller, Güzin Bayraksan
Case - Quantifying Operational Risk in Financial Institutions. INFORMS Trans. Educ. 12 (2) (2012)
Brian Keller, Güzin Bayraksan
Case Article - Quantifying Operational Risk in Financial Institutions. INFORMS Trans. Educ. 12 (2) (2012)
Péguy Pierre-Louis, Güzin Bayraksan, David P. Morton
A combined deterministic and sampling-based sequential bounding method for stochastic programming. WSC (2011)
Güzin Bayraksan, David P. Morton
A Sequential Sampling Procedure for Stochastic Programming. Oper. Res. 59 (4) (2011)
David Love, Güzin Bayraksan
Overlapping batches for the assessment of solution quality in stochastic programs. WSC (2011)
Gunhui Chung, Kevin Lansey, Güzin Bayraksan
Reliable water supply system design under uncertainty. Environ. Model. Softw. 24 (4) (2009)
Güzin Bayraksan, David P. Morton
Sequential sampling for solving stochastic programs. WSC (2007)
Güzin Bayraksan, David P. Morton
Assessing solution quality in stochastic programs. Math. Program. 108 (2-3) (2006)
David P. Morton, Güzin Bayraksan
Assessing Solution Quality in Stochastic Programs. Algorithms for Optimization with Incomplete Information (2005)