A Hierarchy of Near-Optimal Policies for Multistage Adaptive Optimization
From MaRDI portal
Publication:5347915
DOI10.1109/TAC.2011.2162878zbMath1368.93336OpenAlexW2072180977MaRDI QIDQ5347915
Dan Andrei Iancu, Pablo A. Parrilo, Dimitris J. Bertsimas
Publication date: 25 August 2017
Published in: IEEE Transactions on Automatic Control (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1109/tac.2011.2162878
Applications of mathematical programming (90C90) Discrete-time control/observation systems (93C55) Dynamic programming (90C39)
Related Items (35)
Design of Near Optimal Decision Rules in Multistage Adaptive Mixed-Integer Optimization ⋮ Disjoint Bilinear Optimization: A Two-Stage Robust Optimization Perspective ⋮ Adjustable Robust Optimization Reformulations of Two-Stage Worst-Case Regret Minimization Problems ⋮ ROC++: Robust Optimization in C++ ⋮ A polynomial-time solution scheme for quadratic stochastic programs ⋮ International portfolio management with affine policies ⋮ Adjustable robust optimization through multi-parametric programming ⋮ Binary decision rules for multistage adaptive mixed-integer optimization ⋮ Robust Dual Dynamic Programming ⋮ A Primal–Dual Lifting Scheme for Two-Stage Robust Optimization ⋮ A unified framework for stochastic optimization ⋮ DSOS and SDSOS Optimization: More Tractable Alternatives to Sum of Squares and Semidefinite Optimization ⋮ Multipolar robust optimization ⋮ Convex Optimization for Finite-Horizon Robust Covariance Control of Linear Stochastic Systems ⋮ Robust fractional programming ⋮ Distributionally robust multi-item newsvendor problems with multimodal demand distributions ⋮ Generalized decision rule approximations for stochastic programming via liftings ⋮ A survey of adjustable robust optimization ⋮ Distribution-dependent robust linear optimization with applications to inventory control ⋮ A copositive approach for two-stage adjustable robust optimization with uncertain right-hand sides ⋮ Exact conic programming reformulations of two-stage adjustable robust linear programs with new quadratic decision rules ⋮ Approximating the Pareto set of multiobjective linear programs via robust optimization ⋮ Robust Optimization of Sums of Piecewise Linear Functions with Application to Inventory Problems ⋮ The decision rule approach to optimization under uncertainty: methodology and applications ⋮ On the power and limitations of affine policies in two-stage adaptive optimization ⋮ Hybrid strategies using linear and piecewise-linear decision rules for multistage adaptive linear optimization ⋮ Decomposition for adjustable robust linear optimization subject to uncertainty polytope ⋮ Robust optimization of uncertain multistage inventory systems with inexact data in decision rules ⋮ Time-Varying Semidefinite Programs ⋮ Approximate cutting plane approaches for exact solutions to robust optimization problems ⋮ Adjustable Robust Optimization via Fourier–Motzkin Elimination ⋮ Multistage Robust Mixed-Integer Optimization with Adaptive Partitions ⋮ Multistage Adjustable Robust Mixed-Integer Optimization via Iterative Splitting of the Uncertainty Set ⋮ Exploiting the Structure of Two-Stage Robust Optimization Models with Exponential Scenarios ⋮ Piecewise Constant Decision Rules via Branch-and-Bound Based Scenario Detection for Integer Adjustable Robust Optimization
This page was built for publication: A Hierarchy of Near-Optimal Policies for Multistage Adaptive Optimization