Iterative Methods for Optimization

Iterative Methods for Optimization

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a carefully selected group of methods for unconstrained and bound constrained optimization problems is analyzed in depth both theoretically and algorithmically. The book focuses on clarity in algorithmic description and analysis rather than generality, and also provides pointers to the literature for the most general theoretical results and robust software, We do not, for example, cover simulated annealing, genetic algorithms, response surface methods, or random search ... the algorithms in another language, either directly from the algorithmic descriptions or by translating the MATLAB code.

Title:Iterative Methods for Optimization
Author: C. T. Kelley
Publisher:SIAM - 1999-01

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