TY - BOOK
T1 - Trust-region methods
AU - Conn, Andrew
AU - Gould, Nicholas
AU - Toint, Philippe
N1 - Publication code : *FP B719 ; #QA 402.5/155B ; 1B13870
PY - 2000
Y1 - 2000
N2 - This is the first comprehensive reference on
trust-region methods, a class of algorithms for
the solution of nonlinear nonconvex optimization
problems. It is a unified treatment that
covers both unconstrained and constrained
problems, including many specialised topics and
reviews of the literature not easily obtained
elsewhere.
Written primarily for post-graduates and
researchers, the book features an extensive
commented bibliography, which contains 972
references by 745 authors. The book also
contains several practical comments and an entire
chapter devoted to software and implementation
issues. Its many illustrations, including nearly
100 figures, helps to make the formal and in-depth
treatment of the presented topics more accessible.
AB - This is the first comprehensive reference on
trust-region methods, a class of algorithms for
the solution of nonlinear nonconvex optimization
problems. It is a unified treatment that
covers both unconstrained and constrained
problems, including many specialised topics and
reviews of the literature not easily obtained
elsewhere.
Written primarily for post-graduates and
researchers, the book features an extensive
commented bibliography, which contains 972
references by 745 authors. The book also
contains several practical comments and an entire
chapter devoted to software and implementation
issues. Its many illustrations, including nearly
100 figures, helps to make the formal and in-depth
treatment of the presented topics more accessible.
KW - algorithms
KW - nonlinear and nonconvex problems
KW - trust-region methods
KW - Numerical optimization
M3 - Book
SN - 0-89871-460-5
T3 - MPS/SIAM Series on Optimization
BT - Trust-region methods
PB - SIAM
CY - Philadelphia (Pa.)
ER -