Large-scale nonlinear optimization

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Bibliographic Information

Large-scale nonlinear optimization

edited by G. Di Pillo, M. Roma

(Nonconvex optimization and its applications, v. 83)

Springer, c2006

Available at  / 9 libraries

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Includes bibliographical references

Description and Table of Contents

Description

This book 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. Individual chapters, contributed by eminent authorities, provide an up-to-date overview of the field from different and complementary standpoints, including theoretical analysis, algorithmic development, implementation issues and applications.

Table of Contents

Fast Linear Algebra for Multiarc Trajectory Optimization (Nicolas Berend, J. Frederic Bonnans, Julien Laurent-Varin, MounirHaddou, Christophe Talbot).- Lagrange Multipliers with Optimal Sensitivity Properties in Constrained Optimization (Dimitri P. Bertsekas).- n O(n^2) Algorithm for Isotonic Regression (Oleg Burdakov, Oleg Sysoev, Anders Grimvall, Mohamed Hussian).- Knitro: An Integrated Package for Nonlinear Optimization (Richard H. Byrd, Jorge Nocedal, Richard A. Waltz).- On implicit-factorization constraint preconditioners (H. Sue Dollar, Nicholas I. M. Gould, Andrew J. Wathen).- Optimal algorithms for large sparse quadratic programming problems with uniformly bounded spectrum (Zdenek Dostal).- Numerical methods for separating two polyhedra (Yury G. Evtushenko, Alexander I. Golikov, Saed Ketabchi).- Exact penalty functions for generalized Nash problems (Francisco Facchinei, Jong-Shi Pang).- Parametric Sensitivity Analysis for Optimal Boundary Control of a 3D Reaction-Diffusion System (Roland Griesse, Stefan Volkwein).- Projected Hessians for Preconditioning in One-Step One-Shot Design Optimization (Andreas Griewank).- Conditions and parametric representations of approximate minimal elements of a set through scalarization (Cesar Gutierrez, Bienvenido Jimenez, Vicente Novo).- Efficient methods for large-scale unconstrained optimization (Ladislav Luksan, Jan Vlcek).- A variational approach for minimum cost flow problems (Giandomenico Mastroeni).- Multi-Objective Optimisation of Expensive Objective Functions with Variable Fidelity Models (Daniele Peri, Antonio Pinto, Emilio F. Campana).-Towards the Numerical Solution of a Large Scale PDAE Constrained Optimization Problem Arising in Molten Carbonate Fuel Cell Modeling (Hans Josef Pesch, Kati Sternberg, Kurt Chudej).- The NEWUOA software for unconstrained optimization without derivatives (M.J.D. Powell).

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Details

  • NCID
    BA76384038
  • ISBN
    • 0387300635
  • Country Code
    us
  • Title Language Code
    eng
  • Text Language Code
    eng
  • Place of Publication
    New York
  • Pages/Volumes
    ix, 297 p.
  • Size
    25 cm
  • Classification
  • Parent Bibliography ID
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