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Scaling features in complex optimization problems

โœ Scribed by R. Tafelmayer; K.H. Hoffmann


Book ID
103049348
Publisher
Elsevier Science
Year
1995
Tongue
English
Weight
655 KB
Volume
86
Category
Article
ISSN
0010-4655

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โœฆ Synopsis


We study the scaling behavior in the ensemble approach of simulated annealing and threshold accepting considering two examples of complex optimization problems, namely GrStschel's traveling salesman problem and a spin glass problem with Gaussian distributions of the couplings. If scaling is present it should allow for an estimation of the ground state energy. Our numerical results show a different qualitative behavior for the two kinds of problems. Whereas scaling is present in the spin glass problem it is widely absent in the traveling salesman problem.


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