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Minimizing Multivariable Functions by Minimization-Preserving Operators
Authors:Gaspar Mora
Institution:(1) Departamento de Análisis Matemático, Universidad de Alicante, 03080 Alicante, Spain
Abstract:Given a real function f of class $$\mathcal{C}^{1} $$ defined on the unit cube In=0,1]n , n ≥ 2, our purpose consists in finding an algorithm to approximate to $$f^{*} = \min {\left\{ {f(X):X \in I^{n} } \right\}}$$ by a dimensional reduction. The method deals with α-dense curves γα in the domain In with arbitrary small density α and a minimization-preserving operator T (briefly M.P.O.) applied to the univariable function $$f_{\alpha } \equiv f \circ \gamma _{\alpha } .$$ By reiterating the action of this M.P.O. we obtain an algorithm to determine a global minimizer t0* of fα. The value fα(t0*), taken as an approximation to f*, only depends on the density α of the curve chosen to densify the domain of the objective function.
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