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  • © 2006

Large-Scale Nonlinear Optimization

Editors:

  • Discusses the most recent advances in the development of methods and algorithms for large-scale nonlinear optimization and its applications
  • Includes supplementary material: sn.pub/extras

Part of the book series: Nonconvex Optimization and Its Applications (NOIA, volume 83)

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Table of contents (16 chapters)

  1. Front Matter

    Pages I-IX
  2. Fast Linear Algebra for Multiarc Trajectory Optimization

    • Nicolas Bérend, J. Frédéric Bonnans, Julien Laurent-Varin, Mounir Haddou, Christophe Talbot
    Pages 1-14
  3. An O(n 2) Algorithm for Isotonic Regression

    • Oleg Burdakov, Oleg Sysoev, Anders Grimvall, Mohamed Hussian
    Pages 25-33
  4. Knitro: An Integrated Package for Nonlinear Optimization

    • Richard H. Byrd, Jorge Nocedal, Richard A. Waltz
    Pages 35-59
  5. On implicit-factorization constraint preconditioners

    • H. Sue Dollar, Nicholas I. M. Gould, Andrew J. Wathen
    Pages 61-82
  6. Numerical methods for separating two polyhedra

    • Yury G. Evtushenko, Alexander I. Golikov, Saed Ketabchi
    Pages 95-113
  7. Exact penalty functions for generalized Nash problems

    • Francisco Facchinei, Jong-Shi Pang
    Pages 115-126
  8. Efficient methods for large-scale unconstrained optimization

    • Ladislav Lukšan, Jan Vlček
    Pages 185-210
  9. A variational approach for minimum cost flow problems

    • Giandomenico Mastroeni
    Pages 211-221
  10. Multi-Objective Optimisation of Expensive Objective Functions with Variable Fidelity Models

    • Daniele Peri, Antonio Pinto, Emilio F. Campana
    Pages 223-241

About this book

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 most active and well-known researchers in nonlinear optimization, give an updated overview of the field from different and complementary standpoints, including theoretical analysis, algorithmic development, implementation issues and applications.

Editors and Affiliations

  • University of Rome “La Sapienza”, Italy

    G. Pillo, M. Roma

Bibliographic Information

Buy it now

Buying options

eBook USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access