Title of article :
Lévy flights, non-local search and simulated annealing
Author/Authors :
N.V. Pavlyukevich، نويسنده , , Ilya، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2007
Pages :
15
From page :
1830
To page :
1844
Abstract :
We solve a problem of non-convex stochastic optimisation with help of simulated annealing of Lévy flights of a variable stability index. The search of the ground state of an unknown potential is non-local due to big jumps of the Levy flights process. The convergence to the ground state is fast due to a polynomial decrease rate of the temperature.
Keywords :
Heavy-tails , Variable stability index , Stable-like process , SIMULATED ANNEALING , Lévy flights , Non-local search , Global optimisation
Journal title :
Journal of Computational Physics
Serial Year :
2007
Journal title :
Journal of Computational Physics
Record number :
1480222
Link To Document :
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