A. R. Conn, K. Scheinberg, and L. N. Vicente, Introduction to Derivative-Free Optimization, MPS-SIAM Book Series on Optimization, SIAM, Philadelphia, 2009

Table of Contents: PDF

Errata (First Printing): PDF
Errata (Second Printing): PDF
Derivation of errors bounds for quadratic regression

Orders: from SIAM.

Reviews:

• in MMA in MAA Reviews June 24, 2009.
• in Mathematics of Computation (an AMS journal) in Volume 59, Number 271, July 2010, Pages 1867-1869.
• in SIAM Review in Volume 53, Number 2, 2011, Pages 395-396.