20 research outputs found
Levy Flights, Non-local Search and Simulated Annealing
We solve a problem of non-convex stochastic optimisation with help of
simulated annealing of Levy 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
Invariant characterization of Liouville metrics and polynomial integrals
A criterion in terms of differential invariants for a metric on a surface to
be Liouville is established. Moreover, in this paper we completely solve in
invariant terms the local mobility problem of a 2D metric, considered by
Darboux: How many quadratic in momenta integrals does the geodesic flow of a
given metric possess? The method is also applied to recognition of other
polynomial integrals of geodesic flows