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4 - Construction and Ergodicity

Published online by Cambridge University Press:  26 June 2026

Jan M. Swart
Affiliation:
Academy of Sciences of the Czech Republic, Prague
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Summary

This central chapter builds on Chapter 2 to give sufficient conditions for an interacting particle system to be uniquely defined by a Poisson point process called a graphical representation. The generator construction is also discussed. The basic construction result is applied to prove that interacting particle systems with sufficiently weak interactions are ergodic in the sense that they have a unique invariant law that is the long-time limit started from any initial state. The theory is demonstrated on a stochastic Ising model, leading to a proof that the magnetization is zero at sufficiently high temperatures.

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  • Construction and Ergodicity
  • Jan M. Swart, Academy of Sciences of the Czech Republic, Prague
  • Book: A Course in Interacting Particle Systems
  • Online publication: 26 June 2026
  • Chapter DOI: https://doi.org/10.1017/9781009843485.005
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  • Construction and Ergodicity
  • Jan M. Swart, Academy of Sciences of the Czech Republic, Prague
  • Book: A Course in Interacting Particle Systems
  • Online publication: 26 June 2026
  • Chapter DOI: https://doi.org/10.1017/9781009843485.005
Available formats
×

Save book to Google Drive

To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Google Drive.

  • Construction and Ergodicity
  • Jan M. Swart, Academy of Sciences of the Czech Republic, Prague
  • Book: A Course in Interacting Particle Systems
  • Online publication: 26 June 2026
  • Chapter DOI: https://doi.org/10.1017/9781009843485.005
Available formats
×