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scopus(9)
Clustering-based preconditioning for stochastic programs
ArticleAbstract: We present a clustering-based preconditioning strategy for KKT systems arising in stochastic programPalabras claves:Clustering, Interior-point, Large-scale, preconditioning, stochasticAutores:Cao Y., Laird C.D., Víctor M. ZavalaFuentes:scopusBenchmarking ADMM in nonconvex NLPs
ArticleAbstract: We study connections between the alternating direction method of multipliers (ADMM), the classical mPalabras claves:ADMM, Augmented Lagrangian, COORDINATION, decomposition, Large-scale, NLPAutores:Laird C.D., Nicholson B., Rodriguez J.S., Víctor M. ZavalaFuentes:scopusA fast computational framework for large-scale Moving Horizon Estimation
Conference ObjectAbstract: Moving Horizon Estimation (MHE) is an efficient optimization-based strategy for state estimation. DePalabras claves:Discretization, Estimation algorithms, finite elements, nonlinear programming, real-time, Sensitivity AnalysisAutores:Biegler L.T., Laird C.D., Víctor M. ZavalaFuentes:scopusADMM preconditioner for block-structured linear algebra systems
Conference ObjectAbstract:Palabras claves:Autores:Laird C.D., Rodriguez J.S., Víctor M. ZavalaFuentes:scopusEfficient parallel solution of dae constrained optimization problems with loosely coupled algebraic components
Conference ObjectAbstract:Palabras claves:Autores:Biegler L.T., Laird C.D., Víctor M. ZavalaFuentes:scopusNonlinear programming strategies on high-performance computers
Conference ObjectAbstract: In this tutorial we discuss fundamental concepts that enable the solution of large-scale structuredPalabras claves:Autores:Chiang N.Y., Kang J., Laird C.D., Víctor M. ZavalaFuentes:scopusInterior-point decomposition approaches for parallel solution of large-scale nonlinear parameter estimation problems
ArticleAbstract: Multi-scenario optimization is a convenient way to formulate and solve multi-set parameter estimatioPalabras claves:Collocation, Dynamic optimization, nonlinear programming, Parameter estimationAutores:Biegler L.T., Laird C.D., Víctor M. ZavalaFuentes:scopusScalable preconditioning of block-structured linear algebra systems using ADMM
ArticleAbstract: We study the solution of block-structured linear algebra systems arising in optimization by using itPalabras claves:ADMM, Iterative, Large-scale, Linear Algebra, Schur complement decompositionAutores:Laird C.D., Rodriguez J.S., Víctor M. ZavalaFuentes:scopusSecond-Order Multiplier Updates to Accelerate Admm Methods in Optimization Under Uncertainty
Book PartAbstract: There is a need for efficient optimization strategies to efficiently solve large-scale, nonlinear opPalabras claves:ADMM, Augmented Lagrangian, decomposition, nonlinear programmingAutores:Hackebeil G., Laird C.D., Rodriguez J.S., Siirola J., Víctor M. ZavalaFuentes:scopus