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HandWiki. Mean Field Theory. Encyclopedia. Available online: https://encyclopedia.pub/entry/32638 (accessed on 13 October 2026).
HandWiki. Mean Field Theory. Encyclopedia. Available at: https://encyclopedia.pub/entry/32638. Accessed October 13, 2026.
HandWiki. "Mean Field Theory" Encyclopedia, https://encyclopedia.pub/entry/32638 (accessed October 13, 2026).
HandWiki. (2022, November 03). Mean Field Theory. In Encyclopedia. https://encyclopedia.pub/entry/32638
HandWiki. "Mean Field Theory." Encyclopedia. Web. 03 November, 2022.
Mean Field Theory
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In physics and probability theory, mean-field theory (aka MFT or rarely self-consistent field theory) studies the behavior of high-dimensional random (stochastic) models by studying a simpler model that approximates the original by averaging over degrees of freedom. Such models consider many individual components that interact with each other. In MFT, the effect of all the other individuals on any given individual is approximated by a single averaged effect, thus reducing a many-body problem to a one-body problem. The main idea of MFT is to replace all interactions to any one body with an average or effective interaction, sometimes called a molecular field. This reduces any multi-body problem into an effective one-body problem. The ease of solving MFT problems means that some insight into the behavior of the system can be obtained at a lower computational cost. MFT has since been applied to a wide range of fields outside of physics, including statistical inference, graphical models, neuroscience, artificial intelligence, epidemic models, queueing theory, computer network performance and game theory, as in the Quantal response equilibrium.

self-consistent field mean-field theory many-body problem

References

  1. Kadanoff, L. P. (2009). "More is the Same; Phase Transitions and Mean Field Theories". Journal of Statistical Physics 137 (5–6): 777–797. doi:10.1007/s10955-009-9814-1. Bibcode: 2009JSP...137..777K.  https://dx.doi.org/10.1007%2Fs10955-009-9814-1
  2. Weiss, Pierre (1907). "L'hypothèse du champ moléculaire et la propriété ferromagnétique". J. Phys. Theor. Appl. 6 (1): 661–690. http://hal.archives-ouvertes.fr/jpa-00241247/en. 
  3. Stanley, H. E. (1971). "Mean Field Theory of Magnetic Phase Transitions". Introduction to Phase Transitions and Critical Phenomena. Oxford University Press. ISBN 0-19-505316-8. 
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