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Global Search Methods and Basic D.C. Optimization Algorithms

Authors: Hiroshi Konno; Phan Thien Thach; Hoang Tuy;

Global Search Methods and Basic D.C. Optimization Algorithms

Abstract

Nonconvex global optimization is based on global search methods which are quite different from local search procedures commonly used in classical mathematical programming. Although specific problems can be efficiently handled only by methods which take advantage of their particular structure, there are some general principles guiding global search processes. Furthermore, a general approach to low rank nonconvex problems is to transform a given problem of this class into a sequence of subproblems of low dimension, whose data are adaptively generated from those of the original problem. These subproblems of low dimension are often solved by a specialized version of some general purpose method.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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Average
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