Stochastic Tunneling

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Please note that the content of this book primarily consists of articles available from Wikipedia or other free sources online. Monte Carlo method-based optimization techniques sample the objective function by randomly "hopping" from the current solution vector to another with a difference in the function value of E. The acceptance probability of such a trial jump is in most cases chosen to be minleft(1;expleft(-betacdotDelta Eright)right) (Metropolis criterion) with an appropriate parameter . The general idea of STUN is to circumvent the slow dynamics of ill-shaped energy functions that one encounters for example in spin glasses by tunneling through such barriers. This goal is achieved by Monte Carlo sampling of a transformed function that lacks this slow dynamics. In the "standard-form" the transformation reads.

Weitere Informationen

  • Allgemeine Informationen
    • GTIN 09786131252778
    • Editor Lambert M. Surhone, Mariam T. Tennoe, Susan F. Henssonow
    • Größe H220mm x B220mm
    • EAN 9786131252778
    • Format Fachbuch
    • Titel Stochastic Tunneling
    • Herausgeber Betascript Publishing
    • Anzahl Seiten 92
    • Genre Mathematik

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