Applied Computation

Robust Optimization

  • Siddiqui,S., Azarm, S., Gabriel, S.A., 2011, “A modified Benders decomposition method for efficient robust optimization under interval uncertainty,” Structural and Multidisciplinary Optimization, 44(2): 259-275, March, 2011
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  • Siddiqui, S., Gabriel, S.A.,Azarm, S., 2015, “Solving mixed-integer robust optimization problems with interval uncertainty using Benders decomposition,” Journal of the Operational Research Society, 66: 664-673, April, 2015
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Optimization with Equilibrium Constraints

  • Siddiqui, S., Gabriel, S.A., 2013, “An SOS1-Based Approach for Solving MPECs with a Natural Gas Market Application,” Networks and Spatial Economics, 13(2), 205-227, June, 2013 
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Multiobjective Optimization

  • Siddiqui, S., Azarm, S., Gabriel, S.A., 2012, “On improving normal boundary intersection method for generation of Pareto frontier,” Structural and Multidisciplinary Optimization, 46(6): 839-852, November, 2012 
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Integer Optimization and Equilibrium

  • Huppmann, D., Siddiqui, S., 2015, “An exact solution method for binary equilibrium problems with compensation and the power market uplift problem,” In Review, April 2015 
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  • Oke, O., Siddiqui, S., 2015, “Efficient automated schematic map drawing using multiobjective mixed-integer programming,” Computers & Operations Research, 61: 1-17, September 2015 
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  • Gabriel, S.A., Siddiqui, S., Conejo, A.J., Ruiz, C., 2013, “Solving Discretely-Constrained Nash-Cournot Games with an Applications to Power Markets,” Networks and Spatial Economics, 13(3), 307-326, September, 2013 
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  • Gabriel, S.A., Conejo, A.J., Ruiz, C., Siddiqui, S., 2013, “Solving discretely-constrained, mixed linear complementarity problems with applications in energy,” Computers & Operations Research, 40(5): 1339-1350, May, 2013 
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Data Mining