Basin Hopping Networks of continuous global optimization problems

Tamás Vinkó () and Kitti Gelle
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Tamás Vinkó: University of Szeged
Kitti Gelle: University of Szeged

Central European Journal of Operations Research, 2017, vol. 25, issue 4, No 14, 985-1006

Abstract: Abstract Characterization of optimization problems with respect to their solvability is one of the focal points of many research projects in the field of global optimization. Our study contributes to these efforts with the usage of the computational and mathematical tools of network science. Given an optimization problem, a network formed by all the minima found by an optimization method can be constructed. In this paper we use the Basin Hopping method on well-known benchmarking problems and investigate the resulting networks using several measures.

Keywords: Benchmarking; Network science; Continuous global optimization; Basin Hopping (search for similar items in EconPapers)
Date: 2017
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Citations: View citations in EconPapers (3)

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DOI: 10.1007/s10100-017-0480-0

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