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数值线性代数和最优化2003(英文版)


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数值线性代数和最优化2003(英文版)
  • 书号:7030142160
    作者:袁亚湘
  • 外文书名:
  • 装帧:
    开本:16(23k)
  • 页数:304
    字数:290000
    语种:
  • 出版社:科学出版社
    出版时间:2004-11-01
  • 所属分类:O15 代数、数论、组合理论
  • 定价: ¥0.00元
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目录

  • Preface
    Part 1 Invited Lectures
    1
    The Use of Low-Rank Updates in Interior-Point Methods
    2
    Study on Approximate Proximal Point Algorithms for Monotone Variational Inequalities
    3
    Some Optimality Conditions for Minimax Problems and Nonlinear Programs
    4
    On Updating the Inverse of a KKT Matrix
    5
    Low-Cost Methods for Nonlinear Large-Scale Matrix Equations
    6
    Extended Conjugate Residual Methods For Solving Nonsymmetric Linear Systems
    7
    Necessary Conditions and Sufficient Conditions for Non-Decomposable Two-Stage Min-Max Optimizations
    8
    Some Recent Progress In Unconstrained Nonlinear Optimization
    9
    Superlinear Convergence un-Algorithms for D.C. Minimization
    10
    Principal Manifolds Nonlinear Dimensionality Reduction via Tangent Space Alignment
    Part 11 Contributed Papers
    11
    Preconditioned Multiple Search Direction Conjugate Gradient Method
    12
    Existence and Uniqueness of the AHO Search Direction in Primal-Dual Interior Point Algorithms for the Quadratic Semidefinite Programming
    13
    A Multisplitting and Schwarz Iteration Scheme For Solving Implicit Complementarity Problems
    14
    New Insights into Penalty Functions
    15
    Global Convergence Properties of the Conjugate Descent Method with Armijo-type Line Searches
    16
    A New Class of Memory Gradient Methods with Inexact Line Searches
    17
    Convergence Properties of Nonmonotone Spectral Projected Gradient Methods
    18
    A Subspace Trust Region Method for Large Scale Unconstrained Optimization
    19
    A Trust Region Method for Large Scale Inverse Problems in Atmospheric Image Restoration
    20
    Number Theoretic Global Optimization Searching Algorithm Based On Evolution
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