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Black Box Optimization with Exact Subsolvers : a Radial Basis Function Algorithm for Problems with Convex Constraints.

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Edman, Christine
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin : Logos Verlag Berlin, 2016.
Temas:
Acceso en línea:Texto completo

MARC

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100 1 |a Edman, Christine. 
245 1 0 |a Black Box Optimization with Exact Subsolvers :  |b a Radial Basis Function Algorithm for Problems with Convex Constraints. 
260 |a Berlin :  |b Logos Verlag Berlin,  |c 2016. 
300 |a 1 online resource (124 pages) 
336 |a text  |b txt  |2 rdacontent 
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588 0 |a Print version record. 
505 0 |a Intro; 1 Introduction; 1.1 Expensive optimization problems; 1.2 Global optimization methods; 2 Optimization methods for expensive problems; 2.1 Surface methods; 2.2 Surface methods with radial basis functions; 2.3 Gutmann's RBF method; 3 An optimized choice of points to be evaluated; 3.1 The subproblems: Cheap global optimization problems; 3.2 Distances, properties of phi(r) and lower bounds for sn(x); 3.3 Useful properties of the matrix Phi and the (inverse of the) matrix A; 3.4 Computation of lower bounds for the auxiliary problem and the weighted auxiliary problem 
505 8 |a 3.5 The Branch and Bound algorithm4 Box partitioning; 4.1 The problem; 4.2 General bisection of d-dimensional rectangles; 5 General convex constraints; 5.1 Scaling down rectangles; 5.2 The modified Branch and Bound algorithm; 6 Numerical tests; 6.1 The implementation; 6.2 How to use the code; 6.3 Test instances and runtime; 7 Conclusions; A Testproblems; Bibliography 
590 |a ProQuest Ebook Central  |b Ebook Central Academic Complete 
650 0 |a Radial basis functions. 
650 6 |a Fonctions à base radiale. 
650 7 |a Radial basis functions  |2 fast 
758 |i has work:  |a Black box optimization with exact subsolvers (Text)  |1 https://id.oclc.org/worldcat/entity/E39PCXDmch6wDdTJV7JqMwxCHy  |4 https://id.oclc.org/worldcat/ontology/hasWork 
776 0 8 |i Print version:  |a Edman, Christine.  |t Black Box Optimization with Exact Subsolvers : A Radial Basis Function Algorithm for Problems with Convex Constraints.  |d Berlin : Logos Verlag Berlin, ©2016  |z 9783832543297 
856 4 0 |u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=5850400  |z Texto completo 
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