Kelley C. Iterative Methods for Optimization 1999
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Textbook in PDF format
How to Get the Software.
I Optimization of Smooth Functions.
Basic Concepts.
Local Convergence of Newton’s Method.
The BFGS Method.
Simple Bound Constraints.
Basic Concepts and Goals.
Direct Search Algorithms