Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Simulated Annealing using Hybrid Monte Carlo   We propose a variant of the Simulated Annealing method for optimization in
the multivariate analysis of differentiable functions. The method uses global
actualizations via the Hybrid Monte Carlo algorithm in their generalized
version for the proposal of new configurations. We show how this choice can
improve upon the performance of simulated annealing methods (mainly when the
number of variables is large) by allowing a more effective searching scheme and
a faster annealing schedule.

16
The categories of this paper are: stat
13
The categories of this paper are: quant-ph
28
The categories of this paper are: alg-geom
22
The categories of this paper are: chao-dyn
12
The categories of this paper are: nucl-th
9
The categories of this paper are: nlin
32
The categories of this paper are: atom-ph
2
The categories of this paper are: math
25
The categories of this paper are: patt-sol
3
The categories of this paper are: physics
6
The categories of this paper are: astro-ph
33
The categories of this paper are: plasm-ph
31
The categories of this paper are: ao-sci
14
The categories of this paper are: math-ph
19
The categories of this paper are: eess
20
The categories of this paper are: acc-phys