Abstract
We show how Monte Carlo problems of various kinds can be efficiently implemented on a parallel processor possessing the interconnect topology of a hypercube. Examples discussed include lattice gauge theory, the physics of two-dimensional melting, long-range interactions, and simulated annealing.
Similar content being viewed by others
References
G. Fox,Proceedings of IEEE Compucon Conference, Feb. 28, 1984; G. Fox,IEEE Trans. N.P.S.S. 34 (1985); C. Seitz,CACM, December (1984); G. Fox, G. Lyzenga, D. Rogstad, and S. Otto,The Caltech Concurrent Computation Program, in Proceedings of the “1985 ASME International Computers in Engineering” Conference, August 4–8, 1985 (ASME, Boston, 1985); G. Fox and S. Otto,Phys. Today, May (1984).
E. Feiten, S. Karlin, and S. Otto,Sorting on a Hypercubic, MIMD Computer, inC 3 P Memo 92B.
D. E. Knuth,The Art of Computer Programming, vol. 2 (Addison-Wesley, Massachusetts, 1981), p. 10.
E. Brooks III, G. Fox, M. Johnson, S. Otto, P. Stolorz, W. Altras, E. DeBenedictis, R. Faucette, C. Seitz, and J. Stack,Phys. Rev. Lett. 52:2324 (1984); S. Otto and J. Stack,Phys. Rev. Lett. 52:2328 (1984).
M. Johnson, Ph.D. Thesis, Caltech (1986).
F. Fucito and S. Solomon,Comp. Phys. Commun. 34:225 (1985).
S. Kirkpatrick, C. D. Gelatt, Jr., and M. P. Vecchi,Optimization by Simulated Annealing, Science 220:4598 (1983), pp. 671–680.
G. C. Fox, D. Jefferson, and S. W. Otto,Dynamic Load Management in Distributed Systems.
J. Salmon,C 3 P Memo 78 (1984).
R. Morison and S. W. Otto,Scattered Decomposition for Finite Elements.
G. C. Fox,C 3 P Memo 97 (1984).
M. Johnson,C 3 P Memo 137 (1985).
Author information
Authors and Affiliations
Additional information
Dedicated to Eric Alexander Umland
Work supported in part by DOE grant DE-FG 03-85ER25009 and the Parsons and System Development Foundations. S. W. Otto is supported by a Bantrell Research Fellowship.
Rights and permissions
About this article
Cite this article
Fox, G.C., Otto, S.W. & Umland, E.A. Monte Carlo physics on a concurrent processor. J Stat Phys 43, 1209–1237 (1986). https://doi.org/10.1007/BF02628341
Issue Date:
DOI: https://doi.org/10.1007/BF02628341