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bomze immanuel m.; demyanov vladimir f.; fletcher roger; terlaky tamás; di pillo gianni (curatore); schoen fabio (curatore) - nonlinear optimization
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Nonlinear Optimization Lectures given at the C.I.M.E. Summer School held in Cetraro, Italy, July 1-7, 2007

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Dettagli

Genere:Libro
Lingua: Inglese
Editore:

Springer

Pubblicazione: 03/2010
Edizione: 2010





Trama

This volume collects the expanded notes of four series of lectures given on the occasion of the CIME course on Nonlinear Optimization held in Cetraro, Italy, from July 1 to 7, 2007. The Nonlinear Optimization problem of main concern here is the problem n of determining a vector of decision variables x ? R that minimizes (ma- n mizes) an objective function f(·): R ? R,when x is restricted to belong n to some feasible setF? R , usually described by a set of equality and - n n m equality constraints: F = {x ? R : h(x)=0,h(·): R ? R ; g(x) ? 0, n p g(·): R ? R }; of course it is intended that at least one of the functions f,h,g is nonlinear. Although the problem canbe stated in verysimpleterms, its solution may result very di?cult due to the analytical properties of the functions involved and/or to the number n,m,p of variables and constraints. On the other hand, the problem has been recognized to be of main relevance in engineering, economics, and other applied sciences, so that a great lot of e?ort has been devoted to develop methods and algorithms able to solve the problem even in its more di?cult and large instances. The lectures have been given by eminent scholars, who contributed to a great extent to the development of Nonlinear Optimization theory, methods and algorithms. Namely, they are: – Professor Immanuel M.




Sommario

Global Optimization: A Quadratic Programming Perspective.- Nonsmooth Optimization.- The Sequential Quadratic Programming Method.- Interior Point Methods for Nonlinear Optimization.










Altre Informazioni

ISBN:

9783642113383

Condizione: Nuovo
Collana: Lecture Notes in Mathematics
Dimensioni: 235 x 155 mm Ø 950 gr
Formato: Brossura
Illustration Notes:XIII, 279 p.
Pagine Arabe: 279
Pagine Romane: xiii


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