Evolution of a Boltzman distribution

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SUMMARY

The discussion centers on the Boltzmann distribution in classical systems at fixed temperatures and the implications of measuring energy over time. It establishes that, while a large number of independent measurements will yield a Boltzmann distribution, the correlation between successive measurements within the same system over time raises questions about the dependency of the second measurement on the first. The conversation highlights the distinction between ensemble averages and time averages, emphasizing the ergodic theorem, which states that for systems at equilibrium, these averages are equivalent.

PREREQUISITES
  • Understanding of Boltzmann distribution in statistical mechanics
  • Familiarity with the ergodic theorem in statistical physics
  • Knowledge of ensemble averages versus time averages
  • Basic concepts of classical thermodynamics
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  • Study the implications of the ergodic theorem in various physical systems
  • Explore the differences between ensemble averages and time averages in statistical mechanics
  • Investigate the role of measurement in quantum versus classical systems
  • Learn about the applications of Boltzmann distribution in real-world thermodynamic processes
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This discussion is beneficial for physicists, students of statistical mechanics, and researchers interested in the foundations of thermodynamics and measurement theory.

kelly0303
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Hello! Assume I have a classical system at a fixed temperature, such that the energy can be described by a Boltzmann distribution at that temperature. If I have a huge number of such systems in that state, and I measure the energy of each one, independently, the probability of measuring a given energy would reach the Boltzmann distribution (in the limit of a large number of measurements). However, if I measure the energy of a system to be ##E_1## and a time ##t## later I measure the same system, and I repeat that many times, would I still get a Boltzmann distribution. My question here is in the classical case, I am not talking about wavefunction collapse (also the way you measure the energy shouldn't be important either). My question mainly is, are the measurements correlated, such that for a given time interval between measurements, the probability of the second measurement depends on the value of the first one?
 
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Just a point of nomenclature: you are worrying about the difference between an ensemble average and a time average for a random process. For a discreet random process (say a coin toss) the two are equivalent I think . There are clearly many nuances here, which is why I offer you the nomenclature for further study...and bow out..
 
One of the major assumptions of statistical physics is that for a system at equilibrium, ensemble average = time average. This is often referred to as the ergodic theorem.
 

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