SMOOTH TRANSFORMATION OF THE GENERALIZED MINIMAX PROBLEM

Citation
G. Dipillo et al., SMOOTH TRANSFORMATION OF THE GENERALIZED MINIMAX PROBLEM, Journal of optimization theory and applications, 95(1), 1997, pp. 1-24
Citations number
22
Categorie Soggetti
Operatione Research & Management Science",Mathematics,"Operatione Research & Management Science
ISSN journal
00223239
Volume
95
Issue
1
Year of publication
1997
Pages
1 - 24
Database
ISI
SICI code
0022-3239(1997)95:1<1:STOTGM>2.0.ZU;2-Z
Abstract
We consider the generalized minimax problem, that is, the problem of m inimizing a function phi (x) = F(g(l)(x),...,g(m) (x)), where F is a s mooth function and each g(i) is the maximum of a finite number of smoo th functions. We prove that, under suitable assumptions, it is possibl e to construct a continuously differentiable exact barrier function, w hose minimizers yield the minimizers of the function phi. In this way, the nonsmooth original problem can be solved by usual minimization te chniques for unconstrained differentiable functions.