A convergent conical algorithm with ω-bisection for concave minimization

The conical algorithm is a global optimization algorithm proposed by Tuy in 1964 to solve concave minimization problems. Introducing the concept of pseudo-nonsingularity, we give an alternative proof of convergence of the algorithm with the ω -subdivision rule. We also develop a new convergent subdi...

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Veröffentlicht in:Journal of global optimization 2015-02, Vol.61 (2), p.203-220
Hauptverfasser: Kuno, Takahito, Ishihama, Tomohiro
Format: Artikel
Sprache:eng
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Zusammenfassung:The conical algorithm is a global optimization algorithm proposed by Tuy in 1964 to solve concave minimization problems. Introducing the concept of pseudo-nonsingularity, we give an alternative proof of convergence of the algorithm with the ω -subdivision rule. We also develop a new convergent subdivision rule, named ω -bisection, and report numerical results of comparing it with the usual ω -subdivision.
ISSN:0925-5001
1573-2916
DOI:10.1007/s10898-014-0197-8