عنوان
پدید آورنده
موضوع
رده
TA342 .C67 2009
TA342
.
C67
2009
کتابخانه
محل استقرار
0898716683
9780898716689
b509995
Introduction to derivative-free optimization /
[Book]
Andrew R. Conn, Katya Scheinberg, Luis N. Vicente
Philadelphia :
Society for Industrial and Applied Mathematics/Mathematical Programming Society,
c2009
xii, 277 p. :
ill. ;
26 cm
MPS-SIAM series on optimization ;
8
Includes bibliographical references (p. 255-270) and index
Introduction -- Sampling and linear models -- Interpolating nonlinear models -- Regression nonlinear models -- Underdetermined interpolating models -- Ensuring well poisedness and suitable derivative-free models -- Directional direct-search methods -- Simplicial direct-search methods -- Line-search methods based on simplex derivatives -- Trust-region methods based on derivative-free models -- Trust-region interpolation-based methods -- Review of surrogate model management -- Review of constrained and other extensions to derivative-free optimization
0
The absence of derivatives, often combined with the presence of noise or lack of smoothness, is a major challenge for optimisation. This book explains how sampling and model techniques are used in derivative-free methods and how these methods are designed to efficiently and rigorously solve optimisation problems
Mode of access: World Wide Web
Engineering mathematics
Industrial engineering-- Mathematics
Mathematical models
Mathematical optimization-- Industrial applications
Nonlinear theories
Search theory
519
.
6
22
TA342
TA342
.
C67
2009
.
C67
2009
Conn, A. R., (Andrew R.)
Scheinberg, Katya
Vicente, Luis N
20100907152158.0
مطالعه متن کتاب [Book]
Y
