Stochastic Optimization of Electricity Portfolios: Scenario Tree Modeling and Risk Management
暂无分享,去创建一个
[1] B. Blaesig,et al. Methods of risk management in the generation and trading planning , 2005, 2005 IEEE Russia Power Tech.
[2] Werner Römisch,et al. Scenario Reduction Algorithms in Stochastic Programming , 2003, Comput. Optim. Appl..
[3] F. Kozin,et al. System Modeling and Optimization , 1982 .
[4] W. Romisch,et al. Mean-risk optimization models for electricity portfolio management , 2006, 2006 International Conference on Probabilistic Methods Applied to Power Systems.
[5] David Heath,et al. Coherent multiperiod risk adjusted values and Bellman’s principle , 2007, Ann. Oper. Res..
[6] A. Ruszczynski,et al. Portfolio optimization with stochastic dominance constraints , 2006 .
[7] Sigurdur Rafnar Sigurbjörnsson Sigurbjörnsson,et al. Scenario Tree Generation by Optimal Discretization , 2008 .
[8] Stein-Erik Fleten,et al. Short-term hydropower production planning by stochastic programming , 2008, Comput. Oper. Res..
[9] Suvrajeet Sen,et al. The Scenario Generation Algorithm for Multistage Stochastic Linear Programming , 2005, Math. Oper. Res..
[10] Samer Takriti,et al. Incorporating Fuel Constraints and Electricity Spot Prices into the Stochastic Unit Commitment Problem , 2000, Oper. Res..
[11] W. Romisch,et al. Mean-risk optimization of electricity portfolios using multiperiod polyhedral risk measures , 2005, 2005 IEEE Russia Power Tech.
[12] A. Müller,et al. Comparison Methods for Stochastic Models and Risks , 2002 .
[13] M. Frittelli,et al. RISK MEASURES AND CAPITAL REQUIREMENTS FOR PROCESSES , 2006 .
[14] Werner Römisch,et al. A note on scenario reduction for two-stage stochastic programs , 2007, Oper. Res. Lett..
[15] Georg Ch. Pflug,et al. Tree Approximations of Dynamic Stochastic Programs , 2007, SIAM J. Optim..
[16] Alexander Shapiro,et al. Optimization of Convex Risk Functions , 2006, Math. Oper. Res..
[17] Lihua Yu,et al. Decision Aids for Scheduling and Hedging (DASH) in deregulated electricity markets: a stochastic programming approach to power portfolio optimization , 2002, Proceedings of the Winter Simulation Conference.
[18] Philippe Artzner,et al. Coherent Measures of Risk , 1999 .
[19] D. Morton,et al. Assessing policy quality in multi-stage stochastic programming , 2004 .
[20] Peter Kall,et al. Stochastic Programming , 1995 .
[21] M. Dempster. Sequential Importance Sampling Algorithms for Dynamic Stochastic Programming , 2006 .
[22] N. C. P. Edirisinghe. Bound‐based approximations in multistage stochasticprogramming: Nonanticipativity aggregation , 1999, Ann. Oper. Res..
[23] Karl Frauendorfer,et al. Barycentric scenario trees in convex multistage stochastic programming , 1996, Math. Program..
[24] R. Tyrrell Rockafellar,et al. Convex Analysis , 1970, Princeton Landmarks in Mathematics and Physics.
[25] A. Müller,et al. A spot market model for pricing derivatives in electricity markets , 2004 .
[26] W. Römisch. Stability of Stochastic Programming Problems , 2003 .
[27] Jitka Dupacová,et al. Scenarios for Multistage Stochastic Programs , 2000, Ann. Oper. Res..
[28] René Henrion,et al. Discrepancy distances and scenario reduction in two-stage stochastic mixed-integer programming , 2008 .
[29] Andrzej Ruszczyński,et al. Decision Making Under Uncertainty , 2002 .
[30] Peter Kall,et al. Stochastic Linear Programming , 1975 .
[31] Stanislav Uryasev,et al. Conditional Value-at-Risk for General Loss Distributions , 2002 .
[32] Werner Römisch,et al. Polyhedral Risk Measures in Stochastic Programming , 2005, SIAM J. Optim..
[33] Ronald Hochreiter,et al. Multi-Stage Stochastic Electricity Portfolio Optimization in Liberalized Energy Markets , 2005, System Modelling and Optimization.
[34] René Henrion,et al. Some remarks on value-at-risk optimization , 2006 .
[35] H. Föllmer,et al. Stochastic Finance: An Introduction in Discrete Time , 2002 .
[36] Ronald Hochreiter,et al. Financial scenario generation for stochastic multi-stage decision processes as facility location problems , 2007, Ann. Oper. Res..
[37] N. Growe-Kuska,et al. Scenario reduction and scenario tree construction for power management problems , 2003, 2003 IEEE Bologna Power Tech Conference Proceedings,.
[38] Werner Römisch,et al. Scenario tree modeling for multistage stochastic programs , 2009, Math. Program..
[39] R. Weron,et al. Modelling Electricity Prices: Jump Diffusion and Regime Switching , 2004 .
[40] L. Clewlow,et al. Energy Derivatives: Pricing and Risk Management , 2000 .
[41] Hans-Jürgen Haubrich,et al. Modeling power price uncertainty for midterm generation planning , 2003, 2003 IEEE Bologna Power Tech Conference Proceedings,.
[42] Alexander Shapiro,et al. Stochastic programming approach to optimization under uncertainty , 2007, Math. Program..
[43] R. Henrion. Structural properties of linear probabilistic constraints , 2007 .
[44] Werner Römisch,et al. Stability of Multistage Stochastic Programs , 2006, SIAM J. Optim..
[45] Teemu Pennanen,et al. Epi-convergent discretizations of multistage stochastic programs via integration quadratures , 2008, Math. Program..
[46] R. Rockafellar,et al. Conditional Value-at-Risk for General Loss Distributions , 2001 .
[47] Lihua Yu,et al. Asset price modeling: decision aids for scheduling and hedging (DASH) in deregulated electricity markets: a stochastic programming approach to power portfolio optimization , 2002, WSC '02.
[48] M. V. F. Pereira,et al. Multi-stage stochastic optimization applied to energy planning , 1991, Math. Program..
[49] Darinka Dentcheva,et al. Optimization with Stochastic Dominance Constraints , 2003, SIAM J. Optim..
[50] A. Ruszczynski,et al. Decision making under uncertainty : energy and power , 2002 .
[51] Michal Kaut,et al. A Heuristic for Moment-Matching Scenario Generation , 2003, Comput. Optim. Appl..
[52] Werner Römisch,et al. Stability of multistage stochastic programs incorporating polyhedral risk measures , 2008 .
[53] S. Wallace,et al. Stochastic Programming Models in Energy , 2003 .
[54] S. Wallace,et al. Evaluation of scenario-generation methods for stochastic programming , 2007 .
[55] George L. Nemhauser,et al. Handbooks in operations research and management science , 1989 .
[56] Julia L. Higle,et al. Stochastic scenario decomposition for multistage stochastic programs , 2010 .
[57] W. Ziemba,et al. Hedging electricity portfolios via stochastic programming , 2002 .
[58] Alexander Schied,et al. Convex measures of risk and trading constraints , 2002, Finance Stochastics.
[59] Jitka Dupacová,et al. Scenario reduction in stochastic programming , 2003, Math. Program..
[60] C Greengard,et al. Decision Making Under Uncertainty: Energy and Power (The IMA Volumes in Mathematics and its Applications) , 2002 .
[61] G. Infanger,et al. Planning under uncertainty solving large-scale stochastic linear programs , 1992 .
[62] Stein W. Wallace,et al. Generating Scenario Trees for Multistage Decision Problems , 2001, Manag. Sci..
[63] M. Shahidehpour,et al. Stochastic Security-Constrained Unit Commitment , 2007, IEEE Transactions on Power Systems.
[64] K. Kiwiel,et al. Power management in a hydro-thermal system under uncertainty by Lagrangian relaxation , 2002 .
[65] G. Pflug,et al. Modeling, Measuring and Managing Risk , 2008 .
[66] Alexander Shapiro,et al. Inference of statistical bounds for multistage stochastic programming problems , 2003, Math. Methods Oper. Res..
[67] D. Kuhn. Generalized Bounds for Convex Multistage Stochastic Programs , 2004 .
[68] J. Cabero,et al. A medium-term integrated risk management model for a hydrothermal generation company , 2005, IEEE Transactions on Power Systems.
[69] Teemu Pennanen,et al. Epi-Convergent Discretizations of Multistage Stochastic Programs , 2005, Math. Oper. Res..
[70] Zuyi Li,et al. Risk-Constrained Bidding Strategy With Stochastic Unit Commitment , 2007, IEEE Transactions on Power Systems.
[71] W. Römisch,et al. Stochastic unit commitment in hydro-thermal power production planning , 2005 .
[72] Hans-Jürgen Haubrich,et al. Modellierung von Unsicherheiten bei der mittelfristigen Stromerzeugungs- und Handelsplanung , 2005 .
[73] M. Frittelli,et al. Putting order in risk measures , 2002 .
[74] W. Römisch,et al. Generation of multivariate scenario trees to model stochasticity in power management , 2005, 2005 IEEE Russia Power Tech.