Trust Region Methods
A. R. Conn · N. I. M. Gould · Ph. L. Toint
Jan 2000 · MOS-SIAM Series on Optimization Kitabu cha 32 · SIAM
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This is the first comprehensive reference on trust-region methods, a class of numerical algorithms for the solution of nonlinear convex optimization methods. Its unified treatment covers both unconstrained and constrained problems and reviews a large part of the specialized literature on the subject. It also provides an up-to-date view of numerical optimization.
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