Ditemukan 2 dokumen yang sesuai dengan query
Conn, Andrew R.
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This book is the first contemporary comprehensive treatment of optimization without derivatives, and it covers most of the relevant classes of algorithms from direct-search to model-based approaches. Readily accessible to readers with a modest background in computational mathematics, Introduction to Derivative-Free Optimization contains:
1. a comprehensive description of the sampling and modeling tools needed for derivative-free optimization that allow the reader to better understand the convergent properties of the algorithms and identify their differences and similarities;
2.analysis ...
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Philadelphia: Society for Industrial and Applied Mathematics, 2009
e20450936
eBooks Universitas Indonesia Library
Conn, Andrew R.
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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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Philadelphia: Society for Industrial and Applied Mathematics, 2000
e20451336
eBooks Universitas Indonesia Library
