Extremal optimization, a recently introduced meta-heuristic for hard optimization problems, is analysed on a simple model of jamming. The model is motivated first by the problem of finding lowest energy configurations for a disordered spin system on a fixed-valence graph. The numerical results for the spin system exhibit the same phenomenology found in all earlier studies of extremal optimization, and our analytical results for the model reproduce many of these features.
Jamming Model for the Extremal Optimization Heuristic
S. Boettcher,Michelangelo Grigni
Published 2001 in arXiv.org
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- Publication year
2001
- Venue
arXiv.org
- Publication date
2001-10-08
- Fields of study
Mathematics, Physics, Computer Science
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