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Distributionally robust multistage dispatch with discrete recourse of energy storage systems
Energy storage systems (ESS) are indispensable building blocks of power systems with a
high share of variable renewable energy. As energy-limited resources, ESS should be …
high share of variable renewable energy. As energy-limited resources, ESS should be …
Chapter viii stochastic programming
Publisher Summary This chapter focuses on stochastic programming. The stochastic
programming model can be viewed as an extension of the linear and nonlinear …
programming model can be viewed as an extension of the linear and nonlinear …
[کتاب][B] Variational analysis
RT Rockafellar, RJB Wets - 2009 - books.google.com
From its origins in the minimization of integral functionals, the notion of'variations' has
evolved greatly in connection with applications in optimization, equilibrium, and control. It …
evolved greatly in connection with applications in optimization, equilibrium, and control. It …
[کتاب][B] Multistage stochastic optimization
The topic of this book is multistage stochastic optimization. Multistage reflects the fact that an
optimal decision is an entire strategy or policy, which is executed during subsequent instants …
optimal decision is an entire strategy or policy, which is executed during subsequent instants …
[کتاب][B] Stochastic linear programming
P Kall, J Mayer - 1976 - Springer
The beginning of stochastic programming, and in particular stochastic linear programming
(SLP), dates back to the 50's and early 60's of the last century. Pioneers wheat that time …
(SLP), dates back to the 50's and early 60's of the last century. Pioneers wheat that time …
Integral functionals, normal integrands and measurable selections
If (x)=~ f (s, x (s)) p (ds), x EX, where X is a linear space of measurable functions defined on
a measure space(S, A,~) and having values in a linear space E. The function f: S x E § R is …
a measure space(S, A,~) and having values in a linear space E. The function f: S x E § R is …
Information relaxations and duality in stochastic dynamic programs: A review and tutorial
In this monograph, we provide an overview of the information relaxation approach for
calculating performance bounds in stochastic dynamic programs (DPs). The technique …
calculating performance bounds in stochastic dynamic programs (DPs). The technique …
[کتاب][B] Designing approximation schemes for stochastic optimization problems, in particular for stochastic programs with recourse
Various approximation schemes for stochastic optimization problems involving either
approximates of the probability measures and/or approximates of the objective functional …
approximates of the probability measures and/or approximates of the objective functional …
Stochastic variational inequalities: single-stage to multistage
Variational inequality modeling, analysis and computations are important for many
applications, but much of the subject has been developed in a deterministic setting with no …
applications, but much of the subject has been developed in a deterministic setting with no …
Stability of multistage stochastic programs
Quantitative stability of linear multistage stochastic programs is studied. It is shown that the
infima of such programs behave (locally) Lipschitz continuous with respect to the sum of an …
infima of such programs behave (locally) Lipschitz continuous with respect to the sum of an …