By Michael Bartholomew-Biggs
Among the most subject matters covered:
* one-variable optimization — optimality stipulations, direct seek and gradient
* unconstrained optimization in n variables — resolution equipment together with Nelder and Mead simplex, steepest descent, Newton, Gauss–Newton, and quasi-Newton concepts, belief areas and conjugate gradients. * limited optimization in n variables — answer tools together with reduced-gradients, penalty and barrier tools, sequential quadratic programming, and inside aspect thoughts * an advent to worldwide optimization
* an creation to computerized differentiation
Chapters are self-contained with routines supplied on the finish of such a lot sections. Nonlinear Optimization with Engineering functions is perfect for self-study and lecture room use in engineering classes on the senior undergraduate or graduate point. The publication also will entice postdocs and complex researchers drawn to the advance and use of optimization algorithms.
Also by means of the writer: Nonlinear Optimization with monetary Applications,
ISBN: 978-1-4020-8110-1, (c)2005, Springer.
Read Online or Download Nonlinear Optimization with Engineering Applications (Springer Optimization and Its Applications) PDF
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