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Interpolating Greedy and Reluctant Algorithms | | P.Contucci
; C. Giardina’
; C. Giberti
; F.Unguendoli
; C. Vernia
; | | Date: |
30 Sep 2003 | | Subject: | Mathematical Physics; Disordered Systems and Neural Networks | math-ph cond-mat.dis-nn math.MP | | Abstract: | In a standard NP-complete optimization problem we introduce an interpolating algorithm between the quick decrease along the gradient (greedy dynamics) and a slow decrease close to the level curves (reluctant dynamics). We find that for a fixed elapsed computer time the best performance of the optimization is reached at a special value of the interpolation parameter, considerably improving the results of the pure cases greedy and reluctant. | | Source: | arXiv, math-ph/0309063 | | Services: | Forum | Review | PDF | Favorites | |
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