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Volumn 89, Issue 15, 2002, Pages 150201/1-150201/4

Using hysteresis for optimization

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DEMAGNETIZATION; GROUND STATE; MAGNETIC HYSTERESIS; OPTIMIZATION; SIMULATED ANNEALING; THERMAL NOISE; TRAVELING SALESMAN PROBLEM;

EID: 0037037858     PISSN: 00319007     EISSN: None     Source Type: Journal    
DOI: 10.1103/PhysRevLett.89.150201     Document Type: Article
Times cited : (65)

References (24)
  • 8
    • 84988767231 scopus 로고    scopus 로고
    • We have no proof of convergence to the ground state.
    • We have no proof of convergence to the ground state.
  • 15
    • 84988742518 scopus 로고    scopus 로고
    • note
    • Changing H in finite steps could produce a substantial increase in the speed of the algorithm for systems with small avalanches like the EA model.
  • 16
    • 84988784991 scopus 로고    scopus 로고
    • note
    • We used the method of [16] to obtain the ground state for all models.
  • 17
    • 84988742074 scopus 로고    scopus 로고
    • For a detailed algorithmic description, see G. Zarand et al., cond-mat/010359.
    • For a detailed algorithmic description, see G. Zarand et al., cond-mat/010359.
  • 22
    • 0000581857 scopus 로고    scopus 로고
    • used RG combined with a genetic algorithm.
    • J. Houdayer and O.C. Martin, Phys. Rev. Lett. 83, 1030 (1999), used RG combined with a genetic algorithm.
    • (1999) Phys. Rev. Lett. , vol.83 , pp. 1030
    • Houdayer, J.1    Martin, P.C.2
  • 23
    • 84988784980 scopus 로고    scopus 로고
    • note
    • This cluster RG can be solved exactly for the one-diemensional EA spin glass.
  • 24
    • 84988780458 scopus 로고    scopus 로고
    • note
    • While more complicated dynamical steps [1] can be more efficient, here we chose a less efficient dynamics which allows one to more clearly judge the performance of HO. The ground state of the TSP was found using twist dynamics [1].


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.