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Optimization Book
Linear and Nonlinear Optimization
, second edition, by I. Griva, S. G. Nash och A. Sofer, SIAM, 2009.
(The book can be ordered from several places. Please note that you can become a
SIAM member for free
and obtain a discount at the SIAM bookstore.)