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Publications

All Publications

  1. Distributionally Robust Optimization under Decision-Dependent Ambiguity Set with Applications to Machine Scheduling and Humanitarian Logistics. INFORMS Journal on Computing. 34 (2), 729-751, 2022. With N. Noyan, G. Rudolf.
  2. Data-Driven Project Portfolio Selection: Decision-Dependent Stochastic Programming Formulations with Reliability and Time to Market Requirements. Computers & Operations Research. Accepted. With J. Kettunen.
  3. Distributionally Robust Portfolio Optimization with Linearized STARR Performance Measure. Quantitative Finance. Accepted. With R. Ji, Z. Fan.
  4. Mobility-As-A-Service for Resilience Delivery in Power Distribution Systems. Production and Operations Management 30 (8), 2492-2521, 2021. With D. Anokhin, P. Dehghanian, J. Su.
  5. Spatiotemporal Data Set of Out-of-Hospital Cardiac Arrests. INFORMS Journal on Computing 34 (1), 4-10, 2022. With J. Custodio.
  6. Data-Driven Distributionally Robust Chance-Constrained Optimization with Wasserstein Metric. Journal of Global Optimization 79, 779-811, 2021. With R. Ji.
  7. A Framework for Solving Chance-Constrained Linear Matrix Inequality Programs. INFORMS Journal on Computing 33 (3), 1015–1036, 2021. With R. Karimi, J. Cheng.
  8. Data-Driven Optimization of Reward-Risk Ratio Measures. INFORMS Journal on Computing 33 (3), 1120–1137, 2021. With R. Ji.
  9. Liquidity-constrained Index Tracking Optimization Models. Annals of Operations Research, Accepted. 2021. With E.B.F. Vieira, T.P. Filomema, L.R. Sant'Anna.
  10. Price-Based Unit Commitment with Decision-Dependent Uncertainty in Hourly Demand. IET Smart Grid 5 (1), 12-24, 2022. With J. Su, P. Dehghanian.
  11. Waterfall and Agile Product Development Approaches: Disjunctive Stochastic Programming Formulations. Operations Research 68 (5), 1356-1363, 2020. With J. Kettunen.
  12. Relaxations for Probabilistically Constrained Stochastic Programming Problems: Review and Extensions. Annals of Operations Research. Accepted, 2021. With A. Prekopa.
  13. Risk-Based Loan Pricing: Portfolio Optimization Approach with Marginal Risk Contribution. Management Science 66 (8), 3735-3753, 2020. With S. Chun.
  14. Optimal Power Flow (OPF) Models with Probabilistic Guarantees: A Boolean Approach. IEEE Power and Energy Society Letters 35 (6), 4932-4935, 2020. With P. Dehghanian.
  15. Electric Power Grids Under High-Absenteeism Pandemics: History, Context, Response, and Opportunities. IEEE Access 8, 215727-215747, 2020. With B. Wortmuth, S. Wang, P. Dehghanian, M. Barati, A. Estebsari, T.P. Filomena, M. Heidari Kapourchali.
  16. Distributionally Robust Optimization AUC Support Vector Machine Models. Operations Research Letters 48 (4): 460-466, 2020. With W. Ma.
  17. Regularized Deterministic and Stochastic Dual Dynamic Programming and Application to Portfolio Selection with Direct Transaction and Market Impact Costs. Optimization and Engineering 21, 1133-1165, 2020. With V. Guigues, W. Tekaya.
  18. Planning Online Advertising Using Gini Indices. Operations Research 67 (5), 1222-1245, 2019. With J. Turner.
  19. Note on a Chance-Constrained Programming Framework to Handle Uncertainties in Radiation Therapy Treatment Planning. European Journal of Operational Research 75 (20), 793-794, 2019. With J. Custodio, A. Zavaleta.
  20. Resource Deployment and Donation Allocation for Epidemic Outbreaks. Annals of Operations Research 283, 9-32, 2019. With A. Anparasan.
  21. A Mixed-Integer Distributionally Robust Chance-Constrained Model for Optimal Topology Control in Power Grids with Uncertain Renewables. Proceedings of the 13th IEEE Power and Energy Society (PES) PowerTech Conference. Milano, Italy, 2019. With M. Nazemi, P. Dehghanian.
  22. Stochastic Mixed-Integer Nonlinear Programming Model for Drone-Based Healthcare Delivery. Winter Simulation Conference Proceedings. Eds: N. Mustafee, K.-H.G. Bae, S. Lazarova-Molnar, M. Rabe, C. Szabo, P. Haas, Y.-J. Son. National Harbor, MD, December 2019. With J. Custodio.
  23. Recent Advances in the Theory and Practice of Logical Analysis of Data. European Journal of Operational Research (Invited Review) 275 (1), 1-15, 2018. With V. Lozin, I. Lozina, A. Ragab, S. Yacout.
  24. Data Laboratory for Supply Chain Response Models During Epidemic Outbreaks. Annals of Operations Research 270 (6), 1-12, 2018. With A. Anparasan.
  25. A Fractional Stochastic Integer Programming Problem for Reliability-to-Stability Ratio in Forest Harvesting. Computational Management Science 15 (3), 583-597, 2018. With J. Kettunen.
  26. Risk-Budgeting Multi-Portfolio Optimization with Portfolio and Marginal Risk Constraints. Annals of Operations Research 262 (2), 547-578, 2018. With R. Ji.
  27. Chance-Constrained Programming with Decision-Dependent Uncertainty. Proceedings of the Workshop New Directions in Stochastic Optimisation. Editors: J. De Loera, D. Dentcheva, G.C. Pflug, R. Schultz Report 38/2018, 2018, 31. Mathematisches Forschungsinstitut Oberwolfach, Germany. With F. Margot, A. Delgado de Oliveira.
  28. Interactive Portfolio Optimization Using Mean-Gini Criteria. Financial Decision Aid using Multiple Criteria Models. Eds: H. Masri, B. Pérez-Gladish, C. Zopounidis. Springer, 49-91, 2018. With R. Ji, S. Prasad.
  29. Managing Reliability and Stability Risks in Forest Harvesting. Manufacturing & Service Operations Management 19 (4), 620-638, 2017. With J. Kettunen.
  30. Analyzing the Response to Epidemics: Concept of Evidence-Based Haddon Matrix. Journal of Humanitarian Logistics and Supply Chain Management 7 (3), 266-283, 2017. With A. Anparasan.
  31. Multistage Stochastic Asset-Liability Management Model with Integrated Chance Constraint - Application to Brazilian Market. Optimization and Engineering 18 (2), 349-368, 2017. With A. Delgado de Oliveira, T. Filomena, M. Scherer Perlin, G. Ribeiro de Macedo.
  32. Portfolio Optimization Using Mean-Gini Criteria: Some Extensions and Comparisons. Annals of Operations Research 248 (1–2), 305-343, 2017. With R. Ji, S. Prasad.
  33. Dynamic Portfolio Optimization with Risk-Aversion Adjustment Utilizing Technical Indicators. 20th International Conference on Information Fusion Proceedings, Xi'an, China, 1787-1794, 2017. With R. Ji, S. Prasad.
  34. Solving Chance Constrained Problems with Random Technology Matrix and Stochastic Quadratic Inequalities. Operations Research 64 (4), 939-957, 2016. With F. Margot.
  35. Multi-Objective Probabilistically Constrained Programs with Variable Risk: Models for Multi-Portfolio Financial Optimization. European Journal of Operational Research 252(2), 522–539, 2016. With S. Shen.
  36. Portfolio Optimization Using Mean-Gini Criteria: Some Extensions and Comparisons. Annals of Operations Research 248 (1–2), 305–343, 2017. With R. Ji, S. Prasad.
  37. Multistage Stochastic Asset-Liability Management Model with Integrated Chance Constraint - Application to Brazilian Market. Optimization and Engineering 18 (2), 349-368, 2017. With A. Delgado de Oliveira, T. Filomena, M. Scherer Perlin, G. Ribeiro de Macedo.
  38. Risk-Budgeting Multi-Portfolio Optimization with Portfolio and Marginal Risk Constraints. Accepted in Annals of Operations Research. 2017. With R. Ji.
  39. Data Laboratory for Supply Chain Response Models During Epidemic Outbreaks. Annals of Operations Research. Accepted 2017. With A. Anparasan.
  40. Resource Deployment and Donation Allocation for Epidemic Outbreaks. Annals of Operations Research. Accepted, 2017. With A. Anparasan.
  41. Stochastic Optimization Investment Models with Portfolio and Marginal Risk Constraints. Advances and Trends in Optimization with Engineering Applications. SIAM. Editors: S. Ahmed, M. Anjos, T. Terlaky, 427-436, 2017.
  42. Stochastic Network Design for Disaster Preparedness. IIE Transactions 47 (4), 329-357, 2015. With X. Hong, N. Noyan.
  43. Threshold Boolean Form for Joint Probabilistic Constraints with Random Technology Matrix. Mathematical Programming 147 (1-2), 391-427. 2014. With A. Kogan.
  44. Warm-Start Heuristic for Stochastic Portfolio Optimization with Fixed and Proportional Transaction Costs. Journal of Optimization Theory and Applications 161 (1), 308-329. 2014. With T. Filomena.
  45. Public Facility Location Using Dispersion, Population, and Equity Criteria. European Journal of Operational Research 234 (3), 819-829, 2014. With R. Batta, S. Prasad.
  46. How Supply Chain Competency Affects FDI Decisions: Some Insights. International Journal of Production Economics 147, 239-251, 2014. With P. Bagchi, A. Alam.
  47. Portfolio Optimization with Combinatorial and Downside Return Constraints. Springer Proceedings in Mathematics and Statistics: Proceedings Volume of the MOPTA 2012 Conference 62, 31-50, 2013.
  48. Construction of Risk-Averse Enhanced Index Funds. INFORMS Journal of Computing 25 (4), 701-719, 2013. With G. Samatli-Paç.
  49. Effectiveness-Equity Models for Facility Location Problems on Tree Networks. Networks 62 (4), 243-254, 2013. With S. Prasad.
  50. Probabilistic Modeling of Multiperiod Service Levels. European Journal of Operational Research 230, 299-312, 2013.
  51. Pattern-Based Modeling and Solution of Probabilistically Constrained Optimization Problems. Operations Research 60 (6), 1356-1372, 2012.
  52. Pattern Definition of the p-Efficiency Concept. Annals of Operations Research 200 (1), 23-36, 2012.
  53. Game Theoretical Approach for Reliable Enhanced Indexation. Decision Analysis 9 (2), 146-155, 2012.
  54. Stochastic Portfolio Optimization with Proportional Transaction Costs: Convex Reformulations and Computational Experiments. Operations Research Letters 40 (1), 207-212, 2012. With T. Filomena.
  55. A Logical Analysis of Banks’ Financial Strength Ratings. Expert Systems with Applications 39 (9), 7808-7821, 2012. With P.L. Hammer, A. Kogan.
  56. Desempenho do Modelo Estocástico de Média-Variância Para o Mercado Brasileiro de Ações. Produto & Produção 13 (3), 63-74, 2012. With H.H. Hoeltgebaum, T. Filomena, D. Borenstein, F.A. Ziegelmann.
  57. A VaR Black-Litterman Model for the Construction of Absolute Return Fund-of-Funds. Quantitative Finance 11 (10), 1489-1501, 2011.
  58. Optimization for Simulation: LAD Accelerator. Annals of Operations Research 188, 285-305, 2011. With F. Margot.
  59. Reverse Engineering Country Risk Ratings: Statistical and Combinatorial Non-Recursive Models. Annals of Operations Research 188, 185-213, 2011. With P.L. Hammer, A. Kogan.
  60. Mathematical Programming Generation of p-Efficient Points. European Journal of Operational Research 207 (2), 590-600, 2010. With N. Noyan.
  61. MIP Reformulations of the Probabilistic Set Covering Problem. Mathematical Programming 121 (1), 1-31, 2010. With A. Saxena, V. Goyal.
  62. Combinatorial Methods for Constructing Credit Risk Ratings. 2010. In: Handbook of Quantitative Finance and Risk Management. Eds: C.-F. Lee, A.C. Lee, J. Lee. Springer, 639-664. With A. Kogan. Also appeared in: Handbook of Financial Econometrics and Statistics. Eds: C.-F. Lee, J. Lee. and John Lee. Springer, 2013.
  63. An Exact Solution Approach for Integer Constrained Portfolio Optimization Problems under Stochastic Constraints. Operations Research 57 (3), 650-670, 2009. With P. Bonami.
  64. Preprocessing Techniques and Column Generation Algorithms for Stochastically Efficient Demand Trajectories. Journal of the Operational Research Society 59, 1239-1252, 2008.
  65. Showcase Scheduling at Fred Astaire Dance Studio. Interfaces 38 (3), 176-186, 2008. With N. Yakova.
  66. Integer Programming Solution Approach for Inventory-Production-Distribution Problems with Direct Shipments. International Transactions in Operational Research 15, 259-281, 2008. With F. Margot.
  67. An Efficient Trajectory Method for Probabilistic Inventory-Production-Distribution Problems. Operations Research 55 (2), 378-394, 2007. With A. Ruszczyński.
  68. Modeling Country Risk Ratings Using Partial Orders. European Journal of Operational Research 175 (2), 836-859, 2006. With P.L. Hammer, A. Kogan.
  69. A Variable Neighborhood Decomposition Search Methodology for Supply Chain Management Planning Problems. European Journal of Operational Research 175 (2), 959-976, 2006.
  70. Probabilistic Models and Solution Methods for Cycle Stockout Service Levels. Proceedings of International Conference on Information Systems, Logistics and Supply Chain. Lyon, France, May 2006.
  71. On Characterizing the 4 C's in Supply Chain Management. Journal of Operations Management 23 (1), 81-100, 2005. With N. Yakova.
  72. A Methodology for Probabilistic Inventory-Production-Distribution Problems. UMI Dissertation 3131759. ProQuest. Ann Arbor, MI, 2004.
  73. Columnwise Exchange Algorithm for the Construction of Supersaturated, Saturated and Non-Saturated Designs. 2004. In: Modern Mathematical, Management, and Statistical Sciences II: Advances in Theory & Application. Eds: E.J. Dudewicz, B.L. Golden, Z. Govindarajulu. American Sciences Press. Columbus, OH, 2004.
  74. A Coordinate-Columnwise Exchange Algorithm for the Construction of Supersaturated, Saturated and Non-Saturated Designs. American Journal of Mathematical and Management Sciences 23 (1-2), 109-142, 2003.
  75. Heuristic Optimization of Experimental Designs. European Journal of Operational Research 147 (3), 484-498, 2003.
  76. Awareness of Distributed Denial of Service Attacks’ Dangers: Role of Internet Pricing Mechanisms. NETNOMICS: Economic Research and Electronic Networking 4 (2), 145-162, 2002.
  77. An Integration-Based Taxonomy of Supply Chain Configurations. Proceedings of the Academy of International Business Annual Meeting, Monterey, CA, 2003. With N. Yakova.
  78. Measuring the Impact of Data Mining on Churn Management. Internet Research: Electronic Networking Applications and Policy 11 (5), 375-387, 2001.
  79. Optimization of Experimental Designs. 15th International Workshop on Statistical Modeling, Proceedings in Statistical Modeling, 356-359. Bilbao, Spain, 2000.