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Nonlinear Programming - Sequential Unconstrained Minimization Techniques (Paperback, New Ed)
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Nonlinear Programming - Sequential Unconstrained Minimization Techniques (Paperback, New Ed)
Series: Classics in Applied Mathematics, No. 4
Expected to ship within 12 - 17 working days
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A reprint of the original volume, which won the Lanchester Prize
awarded by the Operations Research Society of America for the best
work of 1968. Although out of print for nearly 15 years, it remains
one of the most referenced volumes in the field of mathematical
programming. Recent interest in interior point methods generated by
Karmarkar's Projective Scaling Algorithm has created a new demand
for this book because the methods that have followed from
Karmarkar's bear a close resemblance to those described. There is
no other source for the theoretical background of the logarithmic
barrier function and other classical penalty functions. Analyzes in
detail the 'central' or 'dual' trajectory used by modern path
following and primal/dual methods for convex and general linear
programming. As researchers begin to extend these methods to convex
and general nonlinear programming problems, this book will become
indispensable to them.
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