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...
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Other Authors: | , |
Format: | Electronic eBook |
Language: | English |
Published: |
New York, NY :
Springer US : Imprint: Springer,
2006.
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Edition: | 1st ed. 2006. |
Series: | Nonconvex Optimization and Its Applications,
83 |
Subjects: | |
Online Access: | https://doi.org/10.1007/0-387-30065-1 |
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Table of Contents:
- 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.