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% This file was created with JabRef 2.10.
% Encoding: Cp1252
@Article{zackova1966minimax,
Title = {On minimax solutions of stochastic linear programming problems},
Author = {{\v{Z}}{\'a}{\v{c}}kov{\'a}, J.},
Journal = {{\v{C}}asopis pro P{\v{e}}stov{\'a}n{\'\i} Matematiky},
Year = {1966},
Number = {4},
Pages = {423--430},
Volume = {91},
Publisher = {Mathematical Institute of the Czechoslovak Academy of Sciences}
}
@Article{alperovits_shamir_77,
Title = {Design of optimal water distribution systems},
Author = {E. Alperovits and U. Shamir},
Journal = {Water Resources Research},
Year = {1977},
Pages = {885--900},
Volume = {13}
}
@Article{andrieu_henrion_romisch_10,
Title = {A model for dynamic chance constraints in hydro power reservoir management},
Author = {L. Andrieu and R. Henrion and W. R\"{o}misch},
Journal = {European Journal of Operational Research},
Year = {2010},
Pages = {579-589},
Volume = {207}
}
@Article{Artzner_et_al_1999,
Title = {Coherent Measures of Risk},
Author = {Artzner, Philippe and Delbaen, Freddy and Eber, Jean-Marc and Heath, David},
Journal = {Mathematical Finance},
Year = {1999},
Number = {3},
Pages = {203--228},
Volume = {9},
Owner = {Guzin Bayraksan},
Publisher = {Blackwell Publishers Inc},
Timestamp = {2015.04.28}
}
@Article{barnett2009sustainable,
Title = {Sustainable water deliveries from the {C}olorado {R}iver in a changing climate},
Author = {T.P. Barnett and D.W. Pierce},
Journal = {Proceedings of the National Academy of Sciences},
Year = {2009},
Number = {18},
Pages = {7334--7338},
Volume = {106},
Publisher = {National Acad Sciences}
}
@InCollection{bayraksan_10,
Title = {Solving stochastic programs},
Author = {G. Bayraksan},
Booktitle = {Wiley Encyclopedia of Operations Research and Management Science},
Publisher = {Wiley},
Year = {2011}
}
@InCollection{bayraksan_love_15,
Title = {Data-Driven Stochastic Programming Using Phi-Divergences},
Author = {G. Bayraksan and D. K. Love},
Booktitle = {INFORMS Tutorials in Operations Research},
Publisher = {the Institute for Operations Research and the Management Sciences},
Year = {2015},
Address = {5521 Research Park Drive, Suite 200, Catonsville, Maryland 21228, USA},
Pages = {1-19},
Owner = {Guzin Bayraksan},
Timestamp = {2016.02.27}
}
@Article{bayraksan_morton_11,
Title = {A Sequential Sampling Procedure for Stochastic Programming},
Author = {G. Bayraksan and D.P. Morton},
Journal = {Operations Research},
Year = {2011},
Note = {Forthcoming}
}
@InCollection{bayraksan_morton_09,
Title = {Assessing Solution Quality in Stochastic Programs via Sampling},
Author = {G. Bayraksan and D.P. Morton},
Booktitle = {Tutorials in Operations Research},
Publisher = {INFORMS},
Year = {2009},
Pages = {102-122},
Volume = {5}
}
@Article{bayraksan_morton_06,
Title = {Assessing Solution Quality in Stochastic Programs},
Author = {G. Bayraksan and D.P. Morton},
Journal = {Mathematical Programming},
Year = {2006},
Pages = {495-514},
Volume = {108}
}
@Article{bayraksan_ppl_11,
Title = {Fixed-Width Sequential Stopping Rules for a Class of Stochastic Programs},
Author = {G. Bayraksan and P. Pierre-Louis},
Journal = {{SIAM} Journal on Optimization},
Year = {2011},
Note = {Under revision}
}
@Article{benders_62,
Title = {Partitioning Procedures for Solving Mixed-Variable Programming Problems},
Author = {J.F. Benders},
Journal = {Numerische Mathematik},
Year = {1962},
Pages = {238-252},
Volume = {4}
}
@Article{bental1991certainty,
Title = {Certainty equivalents and information measures: duality and extremal principles},
Author = {A. Ben-Tal and A. Ben-Israel and M. Teboulle},
Journal = {Journal of Mathematical Analysis and Applications},
Year = {1991},
Number = {1},
Pages = {211--236},
Volume = {157},
Publisher = {Elsevier}
}
@Article{bental2010soft,
Title = {A Soft Robust Model for Optimization Under Ambiguity},
Author = {A. Ben-Tal and D. Bertsimas and D.B. Brown},
Journal = {Operations Research},
Year = {2010},
Pages = {1220-1234},
Volume = {58}
}
@Article{bental2013robust,
Title = {Robust solutions of optimization problems affected by uncertain probabilities},
Author = {A. Ben-Tal and D. Den Hertog and A. De Waegenaere and B. Melenberg and G. Rennen},
Journal = {Management Science},
Year = {2013},
Pages = {341-357},
Volume = {59}
}
@Article{bental_nemirovski_00,
Title = {Robust solutions of linear programming problems contaminated with uncertain data},
Author = {A. Ben-Tal and A. Nemirovski},
Journal = {Mathematical Programming},
Year = {2000},
Pages = {411–424},
Volume = {88}
}
@Article{bental_teboulle_07,
Title = {An old-new concept of convex risk measures: The optimized certainty equivalent},
Author = {A. Ben-Tal and M. Teboulle},
Journal = {Mathematical Finance},
Year = {2007},
Owner = {Guzin Bayraksan},
Timestamp = {2016.02.27}
}
@TechReport{bertsimas_gupta_kallus_14,
Title = {Data-Driven Robust Optimization},
Author = {D. Bertsimas and V. Gupta and N. Kallus},
Institution = {Massachusetts Institute of Technology},
Year = {2014},
Note = {Available at arXiv: 1401.0212v2},
Owner = {Guzin Bayraksan},
Timestamp = {2015.09.05}
}
@Article{bertsimas_sim_04,
Title = {The Price of Robustness},
Author = {D. Bertsimas and M. Sim},
Journal = {Operations Research},
Year = {2004},
Pages = {35-53},
Volume = {52}
}
@Article{birge_85a,
Title = {Decomposition and partitioning methods for multistage stochastic linear programs},
Author = {J.R. Birge},
Journal = {Operations Research},
Year = {1985},
Pages = {989-1007},
Volume = {33}
}
@Book{birge_louveaux_97,
Title = {Introduction to Stochastic Programming},
Author = {J.R. Birge and F. Louveaux},
Publisher = {Springer-Verlag, New York},
Year = {1997}
}
@Article{blomvall_shapiro_06,
Title = {Solving multistage asset investment problems by the sample average approximation method},
Author = {J. Blomvall and A. Shapiro},
Journal = {Mathematical Programming},
Year = {2006},
Number = {2},
Pages = {571-595},
Volume = {108}
}
@Misc{nsfstats,
Title = {Science and engineering Indicators: 2010},
Author = {National Science Board},
HowPublished = {National Science Foundation. http://www.nsf.gov/statistics/seind10/},
Year = {2010}
}
@Book{bolgov_02,
Title = {Hydrological models for environmental management},
Author = {M.V. Bolgov},
Publisher = {Springer},
Year = {2002}
}
@Article{bonami_etal_08,
Title = {An algorithmic framework for convex mixed integer nonlinear programs},
Author = {P. Bonami and L.T. Biegler and A.R. Conn and G. Cornuejols and I.E. Grossmann and C.D. Laird and J. Lee and A. Lodi and F. Margot and N. Sawaya and A. W\"{a}chter},
Journal = {Discrete Optimization},
Year = {2008},
Volume = {5},
Page = {186-204}
}
@Article{calafiore2007ambiguous,
Title = {Ambiguous risk measures and optimal robust portfolios},
Author = {G.C. Calafiore},
Journal = {SIAM Journal on Optimization},
Year = {2007},
Number = {3},
Pages = {853--877},
Volume = {18},
Publisher = {SIAM}
}
@Article{calafiore2005uncertain,
Title = {Uncertain convex programs: randomized solutions and confidence levels},
Author = {G.C. Calafiore and M.C. Campi},
Journal = {Mathematical Programming},
Year = {2005},
Number = {1},
Pages = {25--46},
Volume = {102},
Publisher = {Springer}
}
@Article{calafiore2006distributionally,
Title = {On distributionally robust chance-constrained linear programs},
Author = {G.C. Calafiore and L. {El Ghaoui}},
Journal = {Journal of Optimization Theory and Applications},
Year = {2006},
Number = {1},
Pages = {1--22},
Volume = {130},
Publisher = {Springer}
}
@Article{casey_sen_05,
Title = {The Scenario Generation Algorithm for Multistage Stochastic Linear Programming},
Author = {M. Casey and S. Sen},
Journal = {Mathematics of Operations Research},
Year = {2005},
Pages = {615-631},
Volume = {30}
}
@Article{chen_powell_99,
Title = {Convergent cutting-plane and partial-sampling algorithm for multistage stochastic linear programs with recourse},
Author = {Z.L. Chen and W.B. Powell},
Journal = {Journal of Optimization Theory and Applications},
Year = {1999},
Number = {3},
Pages = {497-524},
Volume = {102}
}
@Book{chiralaksanakul_03,
Title = {Monte Carlo Methods for Multi-stage Stochastic Programs},
Author = {A. Chiralaksanakul},
Publisher = {Ph.D. dissertation, The University of Texas at Austin},
Year = {2003}
}
@Article{chiralaksanakul_morton_07,
Title = {Assessing policy quality in multi-stage stochastic programming},
Author = {A. Chiralaksanakul and D.P. Morton},
Journal = {The Stochastic Programming E-Print Series},
Year = {2004},
Note = {Avaliable at www.speps.info}
}
@Article{christensen_lettenmaier_07,
Title = {A multimodel ensemble approach to assessment of climate change impacts on the hydrology and water resources of the {Colorado River Basin}},
Author = {N. Christensen and D.P. Lettenmaier},
Journal = {Hydrology and Earth System Sciences},
Year = {2007},
Number = {4},
Pages = {1417-1434},
Volume = {11}
}
@Article{christensen2004effects,
Title = {The effects of climate change on the hydrology and water resources of the {C}olorado {R}iver {B}asin},
Author = {N.S. Christensen and A.W. Wood and N. Voisin and D.P. Lettenmaier
and R.N. Palmer},
Journal = {Climatic Change},
Year = {2004},
Number = {1},
Pages = {337--363},
Volume = {62},
Publisher = {Springer}
}
@Article{chuang_chan_02,
Title = {Empirical Likelihood for Autoregressive Models with Applications to Unstable Time Series},
Author = {C.-S. Chuang and N.H. Chan},
Journal = {Statistica Sinica},
Year = {2002},
Pages = {387-407},
Volume = {12}
}
@Article{chung_lansey_bayraksan_09,
Title = {Reliable Water Supply System Design under Uncertainty},
Author = {G. Chung and K. Lansey and G. Bayraksan},
Journal = {Environmental Modeling and Software},
Year = {2009},
Pages = {449-462},
Volume = {24}
}
@InProceedings{chungproc_09,
Title = {Optimization of Water Reuse System under Uncertainty},
Author = {G. Chung and K. Lansey and G. Bayraksan and T.-W. Kim and J. H. Kim},
Booktitle = {Proceedings of the 2009 World City Water Forum (WCWF)},
Year = {2009}
}
@Booklet{cityofTucsonWaterPlan,
Title = {Water Plan: 2000-2050},
Author = {{City of Tucson, Water Department}},
HowPublished = {http://cms3.tucsonaz.gov/water/waterplan},
Year = {2004}
}
@Article{consigli_dupacova_wallace_00,
Title = {Generating scenarios for multistage stochastic programs},
Author = {G. Consigli and J. Dupa{\v{c}}ov{\'{a}} and S. Wallace},
Journal = {Ann. Oper. Res.},
Year = {2000},
Pages = {25-53},
Volume = {100}
}
@Misc{Cramer,
Author = {L. Cramer},
HowPublished = {personal communication},
Year = {2011}
}
@Article{cunha_sousa_10,
Title = {Robust design of water distribution networks for a proactive risk management},
Author = {M.C. Cunha and J. Sousa},
Journal = {Journal of Water Resources Planning and Management},
Year = {2010},
Number = {2},
Pages = {227–236},
Volume = {136}
}
@TechReport{dantzig_infanger_95,
Title = {A probabilistic lower bound for two-stage stochastic programs},
Author = {G.B. Dantzig and G. Infanger},
Institution = {Department of Operations Research, Stanford University},
Year = {1995},
Month = {November},
Number = {SOL 95-6}
}
@Misc{daskinsoftware,
Title = {Spreadsheet for the Traveling Salesman Problem and Facility Location Problem},
Author = {M. Daskin},
HowPublished = {http://sitemaker.umich.edu/msdaskin/software},
Note = {Last accessed: July 3, 2011}
}
@Article{delage2010distributionally,
Title = {Distributionally robust optimization under moment uncertainty with application to data-driven problems},
Author = {E. Delage and Y. Ye},
Journal = {Operations Research},
Year = {2010},
Number = {3},
Pages = {595--612},
Volume = {58},
Publisher = {INFORMS}
}
@Article{dempster_thompson_99,
Title = {{EVPI}-based importance sampling solution procedures for multistage stochastic linear programmes on parallel {MIMD} architectures},
Author = {M.A.H. Dempster and R.T. Thompson},
Journal = {Annals of Operations Research},
Year = {1999},
Pages = {161-184},
Volume = {90}
}
@Misc{romp,
Title = {Regional Optimization Master Plan},
Author = {Pima County Regional Wastewater Reclamation Department},
HowPublished = {http://www.pima.gov/wwm/pubs/pdf/romp/ROMP\_11.pdf},
Note = {Last accessed: July, 2011}
}
@Article{dibike_caulibaly_05,
Title = {Hydrologic impact of climate change in the {S}aguenay watershed: comparison of downscaling methods and hydrologic models},
Author = {Y.B. Dibike and P. Coulibaly},
Journal = {Journal of Hydrology},
Year = {2005},
Number = {1-4},
Pages = {145 - 163},
Volume = {307}
}
@Article{donohue_birge_06,
Title = {The abridged nested decomposition method for multistage stochastic linear programs with relatively complete recourse},
Author = {C.J. Donohue and J.R. Birge},
Journal = {Algorithmic Operations Research},
Year = {2006},
Pages = {20-30}
}
@Misc{cmip5,
Title = {Downscaled {CMIP3} and {CMIP5} Climate and Hydrology Projections},
Author = {Downscaled},
HowPublished = {http://gdo-dcp.ucllnl.org/downscaled\_cmip\_projections/},
Note = {Last accessed: 2013-10-25},
Year = {2013}
}
@Article{draper_etal_03,
Title = {Economic-engineering optimization for {C}alifornia water management},
Author = {A.J. Draper and M.W. Jenkins and K.W. Kirby and J.R. Lund and R.E. Howitt},
Journal = {Journal of Water Resources Planning and Management},
Year = {2003},
Pages = {155-164},
Volume = {129}
}
@Article{dupacova_87,
Title = {The Minimax Approach to Stochastic Programming and an Illustrative Application},
Author = {J. Dupa{\v{c}}ov{\'{a}}},
Journal = {Stochastics},
Year = {1987},
Pages = {73-88},
Volume = {20}
}
@Article{dupacova_86,
Title = {Stability in stochastic programming with recourse: contaminated distributions},
Author = {J. Dupa{\v{c}}ov{\'{a}}},
Journal = {Math. Program. Study},
Year = {1986},
Pages = {133-144},
Volume = {27}
}
@Article{dupacova_77,
Title = {Minimax approach to stochastic linear programming and the moment problem},
Author = {J. Dupa{\v{c}}ov{\'{a}}},
Journal = {EMO},
Year = {1977},
Note = {In Czech. Extended abstract in English: ZAMM 58 (1978), 466-467},
Pages = {279-307},
Volume = {13}
}
@Article{dupacova_etal_91,
Title = {Stochastic programming in water management: A case study and a comparison of solution techniques},
Author = {J. Dupa{\v{c}}ov{\'{a}} and A. Gaivoronski and Z. Kos and T. Sz{\'{a}}ntai},
Journal = {European Journal of Operational Research},
Year = {1991},
Pages = {28--44},
Volume = {52}
}
@Article{dupacova_growekuska_romisch_03,
Title = {Scenario reduction in stochastic programming: an approach using probability metrics},
Author = {J. Dupa{\v{c}}ov{\'{a}} and N. Gr{\"{o}}we-Kuska and W. R{\"{o}}misch},
Journal = {Mathematical Programming},
Year = {2003},
Pages = {493-511},
Volume = {95}
}
@Article{dupacova1988asymptotic,
Title = {Asymptotic behavior of statistical estimators and of optimal solutions of stochastic optimization problems},
Author = {J. Dupacov{\'a} and R. Wets},
Journal = {The Annals of Statistics},
Year = {1988},
Number = {4},
Pages = {1517--1549},
Volume = {16},
Publisher = {Institute of Mathematical Statistics}
}
@Article{edirisnghe_etal_00,
Title = {Capacity Planning Model for a Multipurpose Water Reservoir with Target-Priority Operation},
Author = {N.C.P. Edirisinghe and E.I. Patterson and N. Saadouli},
Journal = {Annals of Operations Research},
Year = {2000},
Pages = {273--303},
Volume = {100}
}
@Article{edwards_chelst_04,
Title = {The {HSOR} Project: Insinuating {OR} into High School Mathematics Classrooms},
Author = {T.G. Edwards and K.R. Chelst},
Journal = {INFORMS Transactions on Education},
Year = {2004},
Note = {Available online at http://ite.pubs.informs.org/},
Number = {3},
Pages = {1-8},
Volume = {4}
}
@Article{eiger_etal_94,
Title = {Optimal Design of water distribution networks},
Author = {G. Eiger and U. Shamir and A. Ben-Tal},
Journal = {Water Resources Research},
Year = {1994},
Pages = {2637--2646},
Volume = {30}
}
@Misc{nae_08,
Title = {Grand Challenges for Engineering},
Author = {National Academy of Engineering},
Note = {http://www.engineeringchallenges.org/cms/8996/9136.aspx},
Year = {2008}
}
@Misc{usarmyce_99,
Title = {{HEC-PRM} package},
Author = {{U.S.} Army Corps of Engineers},
Year = {1999},
Address = {Davis, California},
Institution = {Hydraulic Engineering Center}
}
@Article{erdogan2006ambiguous,
Title = {Ambiguous chance constrained problems and robust optimization},
Author = {E. Erdo{\u{g}}an and G. Iyengar},
Journal = {Mathematical Programming},
Year = {2006},
Number = {1-2},
Pages = {37--61},
Volume = {107},
Publisher = {Springer}
}
@TechReport{eskuhn_15,
Title = {Data-Driven Distributionally Robust Optimization using the {W}asserstein Metric: Performance Guarantees and Tractable Reformulations},
Author = {P.M. Esfahani and D. Kuhn},
Institution = {Available at Optimization Online},
Year = {2015},
Owner = {Guzin Bayraksan},
Timestamp = {2016.02.28}
}
@Book{bigthirst,
Title = {The Big Thirst: The Secret Life and Turbulent Future of Water},
Author = {C. Fishman},
Publisher = {Free Press},
Year = {2011}
}
@Book{floudas_95,
Title = {Nonlinear and mixed-integer optimization: Fundamentals and applications},
Author = {C.C. Floudas},
Publisher = {Oxford University Press},
Year = {1995},
Address = {Oxford}
}
@Article{freimer_thomas_linderoth_10,
Title = {The impact of sampling methods on bias and variance in stochastic linear programs},
Author = {M. B. Freimer and D. J. Thomas and J. T. Linderoth},
Journal = {Computational Optimization and Applications},
Year = {2010},
Pages = {1-25},
Publisher = {Springer Netherlands}
}
@Article{goh_sim_10,
Title = {Distributionally Robust Optimization and its Tractable Approximations},
Author = {J. Goh and M. Sim},
Journal = {Operations Research},
Year = {2010},
Number = {4},
Pages = {902-917},
Volume = {58}
}
@Article{grossmann_02,
Title = {Review of Nonlinear Mixed-Integer and Disjunctive Programming Techniques},
Author = {I.E. Grossmann},
Journal = {Optimization and Engineering},
Year = {2002},
Number = {3},
Pages = {227-252},
Volume = {3},
Publisher = {Springer Netherlands}
}
@Article{hoyland_kaut_wallace_00,
Title = {A heuristic for generating scenario trees for multistage decision problems},
Author = {K. H{\o}yland and M. Kaut and S. Wallace},
Journal = {Computational Optimization and Applications},
Year = {2003},
Pages = {169-185},
Volume = {24}
}
@Article{hoyland_kaut_wallace_03,
Title = {A heuristic for moment-matching scenario generation},
Author = {K. H{\o}yland and M. Kaut and S. Wallace},
Journal = {Computational Optimization and Applications},
Year = {2003},
Pages = {169-185},
Volume = {24}
}
@Article{hoyland_wallace_01,
Title = {Generating scenario trees for multistage decision problems},
Author = {K. H{\o}yland and S. Wallace},
Journal = {Management Science},
Year = {2001},
Pages = {295-307},
Volume = {47}
}
@Article{hanasusanto_etal_15,
Title = {A distributionally robust perspective on uncertainty quantification and chance constrained programming},
Author = {G. A. Hanasusanto and V. Roitch and D. Kuhn and W. Wiesemann},
Journal = {Mathematical Programming},
Year = {2015},
Note = {Published online before print},
Doi = {10.1007/s10107-015-0896-z},
Owner = {Guzin Bayraksan},
Timestamp = {2015.04.15}
}
@Article{harou_etal_09,
Title = {Hydro-economic models: {C}oncepts, design, applications, and future prospects},
Author = {J.J. Harou and M. Pulido-Velazquez and D.E. Rosenberg and J. Medellin-Azuara and J.R. Lund and R.E. Howitt},
Journal = {Journal of Hydrology},
Year = {2009},
Pages = {627-643},
Volume = {375}
}
@Article{heitsch_romisch_09,
Title = {Scenario tree reduction for multistage stochastic programs},
Author = {H. Heitsch and W. R{\"o}misch},
Journal = {Computational Management Science},
Year = {2009},
Number = {2},
Pages = {117-133},
Volume = {6}
}
@Article{henrion_kuhler_romisch_08,
Title = {Discrepancy distances and scenario reduction in two-stage stochastic mixed-integer programming},
Author = {R. Henrion and C. K\"{u}chler and W. R\"{o}misch},
Journal = {Journal of Industrial and Management Optimization},
Year = {2008},
Number = {2},
Volume = {4}
}
@Article{higle_98,
Title = {Variance reduction and objective function evaluation in stochastic linear programs},
Author = {J.L. Higle},
Journal = {INFORMS Journal on Computing},
Year = {1998},
Pages = {236-247},
Volume = {10}
}
@Article{higle_sen_99a,
Title = {Statistical approximations for stochastic linear programming problems},
Author = {J.L. Higle and S. Sen},
Journal = {Annals of Operations Research},
Year = {1999},
Pages = {173-192},
Volume = {85}
}
@Book{higle_sen_96a,
Title = {Stochastic Decomposition: A Statistical Method for Large Scale Stochastic Linear Programming},
Author = {J.L. Higle and S. Sen},
Publisher = {Kluwer Academic Publishers, Dordrecht},
Year = {1996}
}
@Article{higle_sen_96b,
Title = {Duality and statistical tests of optimality for two stage stochastic programs},
Author = {J.L. Higle and S. Sen},
Journal = {Mathematical Programming},
Year = {1996},
Pages = {257-275},
Volume = {75}
}
@Article{higle_sen_94,
Title = {Finite master programs in regularized stochastic decomposition},
Author = {J.L. Higle and S. Sen},
Journal = {Mathematical Programming},
Year = {1994},
Pages = {143-168},
Volume = {67}
}
@Article{higle_sen_91a,
Title = {Statistical verification of optimality conditions for stochastic programs with recourse},
Author = {J.L. Higle and S. Sen},
Journal = {Annals of Operations Research},
Year = {1991},
Pages = {215-240},
Volume = {30}
}
@Article{higle_sen_91b,
Title = {Stochastic decomposition: an algorithm for two-stage linear programs with recourse},
Author = {J.L. Higle and S. Sen},
Journal = {Mathematics of Operations Research},
Year = {1991},
Pages = {650-669},
Volume = {16}
}
@Article{hochreiter_pflug_07,
Title = {Financial scenario generation for stochastic multi-stage decision processes as facility location problems},
Author = {R. Hochreiter and G.Ch. Pflug},
Journal = {Annals of Operations Research},
Year = {2007},
Number = {1},
Pages = {257-272},
Volume = {152}
}
@TechReport{hukullback,
Title = {Kullback-{L}eibler Divergence Constrained Distributionally Robust Optimization},
Author = {Z. Hu and L. J. Hong},
Institution = {The Hong Kong University of Science and Technology},
Year = {2013},
Note = {Available at: Optimization Online \url{www.optimization-online.org}},
Owner = {guzin},
Timestamp = {2013.05.28}
}
@Article{hughes_etal_99,
Title = {A non-homogeneous hidden Markov model for precipitation occurrence},
Author = {J.P. Hughes and P. Guttorp and S.P. Charles},
Journal = {Journal Of The Royal Statistical Society Series C},
Year = {1999},
Number = {1},
Pages = {15-30},
Volume = {48}
}
@Article{infanger1992monte,
Title = {Monte {C}arlo (importance) sampling within a {B}enders decomposition algorithm for stochastic linear programs},
Author = {G. Infanger},
Journal = {Annals of Operations Research},
Year = {1992},
Number = {1},
Pages = {69--95},
Volume = {39},
Publisher = {Springer}
}
@Article{infanger_morton_92,
Title = {Cut sharing for multistage stochastic linear programs with interstage dependency},
Author = {G. Infanger and D.P. Morton},
Journal = {Mathematical Programming},
Year = {1996},
Pages = {241-256},
Volume = {75}
}
@Article{iyengar_05,
Title = {Robust Dynamic Programming},
Author = {G.N. Iyengar},
Journal = {Mathematics of Operations Research},
Year = {2005},
Pages = {257-280},
Volume = {30}
}
@Article{jacobs_etal_95,
Title = {{SOCRATES:} a system for scheduling hydroelectric generation under uncertainty},
Author = {J. Jacobs and G. Freeman and J. Grygier and D. Morton and G. Schultz and K. Staschus and J. Stedinger},
Journal = {Annals of Operations Research},
Year = {1995},
Pages = {99-133},
Volume = {59}
}
@Article{jiang2012data,
Title = {Data-driven Chance Constrained Stochastic Program},
Author = {R. Jiang and Y. Guan},
Journal = {Mathematical Programming},
Year = {2015},
Note = { Published online before print},
Pages = {1-37}
}
@TechReport{jiang2015variation,
Title = {Risk-Averse Two-Stage Stochastic Program with Distributional Ambiguity},
Author = {R. Jiang and Y. Guan},
Institution = {Available on Optimization Online},
Year = {2015}
}
@TechReport{kang_lansey_11,
Title = {Scenario-based Robust Optimization of Regional Water/Wastewater Infrastructure},
Author = {D. Kang and K. Lansey},
Institution = {The University of Arizona},
Year = {2011}
}
@Article{karuppiah_grossmann_08,
Title = {Global optimization of multiscenario mixed integer nonlinear programming models arising in the synthesis of integrated water networks under uncertainty},
Author = {R. Karuppiah and I.E. Grossmann},
Journal = {Computers and Chemical Engineering},
Year = {2008},
Number = {1-2},
Pages = {145 - 160},
Volume = {32}
}
@Article{keller_bayraksan_11,
Title = {Disjunctive Decomposition for Two-Stage Stochastic Mixed-Binary Programs with Generalized Upper Bound Constraints},
Author = {B.D. Keller and G. Bayraksan},
Journal = {{INFORMS} Journal on Computing},
Year = {2011},
Note = {Forthcoming. DOI: 10.1287/ijoc.1100.0442}
}
@Article{keller_bayraksan_12,
Title = {Quantifying Operational Risk in Financial Institutions},
Author = {B.D. Keller and G. Bayraksan},
Journal = {{INFORMS} Transactions on Education},
Year = {2011},
Note = {Accepted for publication}
}
@Article{kelley_60,
Title = {The Cutting Plane Method for Solving Convex Programs},
Author = {J.E. Kelley},
Journal = {SIAM Journal of Industrial and Applied Mathematics},
Year = {1960},
Pages = {703-712},
Volume = {8}
}
@TechReport{usgs_05,
Title = {Estimated Use of Water in the United States in 2005},
Author = {J.F. Kenny and N.L. Barber and S.S. Hutson and K.S. Linsey and J.K. Lovelace and M.A. Maupin},
Institution = {{U.S. Department of the Interior, U.S. Geological Survey}},
Year = {2009},
Note = {Available at: http://pubs.usgs.gov/circ/1344/pdf/c1344.pdf}
}
@Article{klabjan2013robust,
Title = {Robust Stochastic Lot-Sizing by Means of Histograms},
Author = {D. Klabjan and D. Simchi-Levi and M. Song},
Journal = {Production and Operations Management},
Year = {2013},
Number = {3},
Pages = {691--710},
Volume = {22},
Publisher = {Wiley Online Library}
}
@Article{kracman_etal_06,
Title = {Stochastic Optimization of the {Highland Lakes} System in {Texas}},
Author = {D. R. Kracman and D. C. McKinney and D. W. Watkins, Jr. and L. S. Lasdon},
Journal = {Journal of Water Resources Planning and Management},
Year = {2006},
Pages = {62--70},
Volume = {132}
}
@Article{lan_nemirovski_shapiro_09,
Title = {Validation analysis of robust stochastic approximation method},
Author = {G. Lan and A. Nemirovski and A. Shapiro},
Journal = {Mathematical Programming},
Year = {2011},
Note = {Forthcoming}
}
@InProceedings{lanseyetal_08,
Title = {Conjunctive Decentralized Dual Water Distribution Systems},
Author = {K. Lansey and R. Arnold and G. Bayraksan and C. Choi and I. Pepper and C. Scott},
Booktitle = {Proceedings of the 2008 Water Distribution System Analysis Conference ({WDSA} 2008)},
Year = {2008}
}
@Article{Mays,
Title = {Water Distribution System Design under Uncertainties},
Author = {K. Lansey and N. Duan and L. Mays and Y.-K. Tung},
Journal = {Journal of the Water Resources Planning and Management Division},
Year = {1989},
Pages = {630--645},
Volume = {115}
}
@Article{lee_grossmann_00,
Title = {New Algorithms for Nonlinear Generalized Disjunctive Programming},
Author = {S. Lee and I.E. Grossmann},
Journal = {Computers and Chemical Engineering},
Year = {2000},
Pages = {2125-2141},
Volume = {24}
}
@Article{li_etal_11,
Title = {Stochastic pooling problem for natural gas production network design and operation under uncertainty},
Author = {X. Li and E. Armagan and A. Tomasgard and P.I. Barton},
Journal = {AIChE Journal},
Year = {2011},
Number = {8},
Pages = {2120--2135},
Volume = {57}
}
@Article{li_tomasgard_barton_11,
Title = {Nonconvex Generalized Benders Decomposition for Stochastic Separable Mixed-Integer Nonlinear Programs},
Author = {X. Li and A. Tomasgard and P.I. Barton},
Journal = {Journal of Optimization Theory and Applications},
Year = {2011},
Pages = {1-30}
}
@Article{linowsky_philpott_05,
Title = {On the convergence of sampling-based decomposition algorithms for multistage stochastic programs},
Author = {K. Linowsky and A.B. Philpott},
Journal = {Journal of Optimization Theory and Applications},
Year = {2005},
Pages = {349-366},
Volume = {125}
}
@PhdThesis{love_13,
Title = {Data-Driven Methods for Optimization Under Uncertainty with Application to Water Allocation},