DocumentCode :
2558188
Title :
Global minimization simplicial algorithm for concave minorant optimization problem
Author :
Du, Tingsong ; Fu, Wenlong
Author_Institution :
Inst. of Nonlinear & Complex Syst., China Three Gorges Univ., Yichang, China
fYear :
2012
fDate :
29-31 May 2012
Firstpage :
1177
Lastpage :
1180
Abstract :
In present paper, we investigate a class of concave minorant optimization problems. We show that a method for globally minimizing a Lipschitz function over a polytope can be generalized to minimize a function with concave minorants over a polytope. Moreover, another approach may be used for the important problem of minimizing a D.C. function over a polytope.
Keywords :
concave programming; functions; minimisation; D.C. function minimization; Lipschitz function minimization; concave minorant optimization problem; global minimization simplicial algorithm; Algorithm design and analysis; Convergence; Convex functions; Educational institutions; Equations; Minimization; Optimization; D.C. optimization; concave; global optimization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Natural Computation (ICNC), 2012 Eighth International Conference on
Conference_Location :
Chongqing
ISSN :
2157-9555
Print_ISBN :
978-1-4577-2130-4
Type :
conf
DOI :
10.1109/ICNC.2012.6234610
Filename :
6234610
Link To Document :
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