Self consistency and mean field theory

In summary, the conversation discusses the self-consistency conditions in the context of a harmonic oscillator with a perturbation and a Hartree-Fock approximation. The self-consistency condition is the equation that relates the expectation value of a specific operator to itself and can be solved to find a self-consistent value. Plotting the two sides of the equation can help visualize if there is a consistent solution. The speaker seems to have a good understanding of the concept.
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Homework Statement


I am a little confused about the how self consistency conditions work and I was wondering if in the following case I have correctly understood the details?

Homework Equations


[/B]
Say we have a harmonic oscillator with a perturbation
[itex] H=\frac{\hat{p}}{2m}+\frac{1}{2}m\omega^2\hat{q}^2+\gamma \hat{q}^4 [/itex]Say we want to perform something like a Hartree-Fock approximation. We replace the ## (a+a^\dagger)^4 ## in ##\hat{q}^4## with ## \langle (a+a^\dagger)^2 \rangle (a+a^\dagger)^2 ##. Say our new Hamiltonian is then

[itex] H_{HF}=\frac{\hat{p}}{2m}+\frac{1}{2}m\omega^2\hat{q}^2+\delta (a+a^\dagger)^2 [/itex]

with ##\delta=\gamma(\frac{\hbar}{2m\omega})^2\langle (a+a^\dagger)^2 \rangle##

The Attempt at a Solution


[/B]
This is now a quadratic Hamiltonian and can be diagonalised as

[itex] H= \sqrt{\frac{\hbar\omega}{2}(\frac{\hbar\omega}{2}+2\delta)}\hat{b}^\dagger \hat{b} [/itex]

Using this ##\langle (a+a^\dagger)^2 \rangle ## can be calculated and found to be[itex] \langle (a+a^\dagger)^2 \rangle = \frac{2n_B(\hbar\omega)-1}{\sqrt{\frac{\hbar\omega}{2}(\frac{\hbar\omega}{2}+2\gamma(\frac{\hbar}{2m\omega})^2\langle (a+a^\dagger)^2 \rangle)}} [/itex]

Am I correct in thinking this equation would be the self-consistency condition we are looking for? You could then plot the RHS and LHS with respect to ##\langle (a+a^\dagger)^2 \rangle ## and see where the lines cross, if they meet anywhere then the approximation is consistent?
 
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  • #2


Hi there,

Your understanding of self-consistency conditions seems to be correct. In this case, the self-consistency condition is the equation that relates the expectation value of the operator ##(a+a^\dagger)^2## to itself. This equation is then solved to find the self-consistent value of ##\langle (a+a^\dagger)^2 \rangle##.

Your approach of plotting the RHS and LHS with respect to ##\langle (a+a^\dagger)^2 \rangle## is a good way to visualize the self-consistency condition and see if there is a consistent solution. If the lines do not cross, then there is no consistent solution and the approximation may not be valid.

Overall, it seems like you have a good understanding of how self-consistency conditions work in this particular case. Keep up the good work!
 

Related to Self consistency and mean field theory

1. What is self consistency in mean field theory?

Self consistency in mean field theory refers to the assumption that the average effect of all particles on a given particle is equivalent to the effect of a single particle on itself. This means that each particle's behavior is determined by the average behavior of all particles, rather than by individual interactions.

2. How is mean field theory used in scientific research?

Mean field theory is used in many areas of science, including physics, chemistry, and biology. It is often used to model complex systems with many interacting particles, such as gases, liquids, and solids. It can also be applied to study biological systems, such as neural networks and protein folding.

3. What are the limitations of mean field theory?

Mean field theory is based on simplifying assumptions, such as the self consistency assumption, which may not accurately reflect the behavior of real systems. It also does not take into account fluctuations or spatial correlations between particles, which may be important in certain systems.

4. How does mean field theory relate to statistical mechanics?

Mean field theory is a type of statistical mechanics, which is a branch of physics that uses statistical methods to describe and predict the behavior of large systems of particles. Mean field theory is one of the simplest and most widely used approaches in statistical mechanics.

5. Can mean field theory be applied to quantum systems?

Yes, mean field theory can be applied to quantum systems, but it is often limited to systems with a large number of particles. In quantum mechanics, mean field theory is known as the Hartree-Fock method and is commonly used to study atoms, molecules, and solids.

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