Large-Scale Nonlinear Optimization

Large-Scale Nonlinear Optimization reviews and discusses recent advances in the development of methods and algorithms for nonlinear optimization and its applications, focusing on the large-dimensional case, the current forefront of much research. The chapters of the book, authored by some of the mos...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Άλλοι συγγραφείς: Pillo, G. Di (Επιμελητής έκδοσης), Roma, M. (Επιμελητής έκδοσης)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Boston, MA : Springer US, 2006.
Σειρά:Nonconvex Optimization and Its Applications, 83
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
Πίνακας περιεχομένων:
  • Fast Linear Algebra for Multiarc Trajectory Optimization
  • Lagrange Multipliers with Optimal Sensitivity Properties in Constrained Optimization
  • An O(n2) Algorithm for Isotonic Regression
  • Knitro: An Integrated Package for Nonlinear Optimization
  • On implicit-factorization constraint preconditioners
  • Optimal algorithms for large sparse quadratic programming problems with uniformly bounded spectrum
  • Numerical methods for separating two polyhedra
  • Exact penalty functions for generalized Nash problems
  • Parametric Sensitivity Analysis for Optimal Boundary Control of a 3D Reaction-Diffusion System
  • Projected Hessians for Preconditioning in One-Step One-Shot Design Optimization
  • Conditions and parametric representations of approximate minimal elements of a set through scalarization
  • Efficient methods for large-scale unconstrained optimization
  • A variational approach for minimum cost flow problems
  • Multi-Objective Optimisation of Expensive Objective Functions with Variable Fidelity Models
  • Towards the Numerical Solution of a Large Scale PDAE Constrained Optimization Problem Arising in Molten Carbonate Fuel Cell Modeling
  • The NEWUOA software for unconstrained optimization without derivatives.