Monte Carlo in the microcanonical ensemble: Difference between revisions
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== Integration of the kinetic degrees of freedom == | == Integration of the kinetic degrees of freedom == | ||
Consider a system of <math> \left. N \right. </math> identical particles, with total energy <math> \left. H \right. </math> given by: | |||
: <math> H(X^{3N},P^{3N}) = \sum_{i=1}^{3N} \frac{p_i^2}{2m} + U \left( X^{3N} \right) </math>; (Eq.1) | |||
where: | |||
The probability, <math> \left. \Pi \right. </math> of a given position | * <math> \left. X^{3N} \right. </math> represents the 3N Cartesian position coordinates of the particles | ||
* <math> \left. P^{3N} \right. </math> stands for the the 3N momenta. | |||
The first term on the right hand side of (Eq. 1) is the [[Kinetic energy |kinetic energy]], whereas the second term is | |||
the [[Potential energy | potential energy]] (a function of the positional coordinates). | |||
Now, let us consider the system in a [[Microcanonical ensemble |microcanonical ensemble]]; | |||
let <math> \left. E \right. </math> be the total energy of the system (constrained in this ensemble). | |||
The probability, <math> \left. \Pi \right. </math> of a given position configuration <math> \left. X^{3N} \right. </math>, with potential energy | |||
<math> U \left( X^{3N} \right) </math> can be written as: | <math> U \left( X^{3N} \right) </math> can be written as: | ||
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\int d P^{3N} \delta \left[ K(P^{3N}) | \int d P^{3N} \delta \left[ K(P^{3N}) | ||
- \Delta E \right] | - \Delta E \right] | ||
</math> ; (Eq. | </math> ; (Eq. 2) | ||
where <math> \left. | where: | ||
* <math> \left. \delta(x) \right. </math> is the [[Dirac delta distribution|Dirac's delta function]] | |||
* <math> \Delta E = E - U\left(X^{3N}\right) </math>. | |||
The Integral in the right hand side of Eq. | The Integral in the right hand side of (Eq. 2) corresponds to the surface of a 3N-dimensional (<math> p_i; i=1,2,3,\cdots 3N </math>) hyper-sphere of radius | ||
<math> r = \left. \sqrt{ 2 m \Delta E } \right. </math> ; | <math> r = \left. \sqrt{ 2 m \Delta E } \right. </math> ; | ||
therefore: | |||
:<math> \Pi \left( X^{3N}|E \right) \propto \left[ E- U(X^{3N}) \right]^{(3N-1)/2} | :<math> \Pi \left( X^{3N}|E \right) \propto \left[ E- U(X^{3N}) \right]^{(3N-1)/2} | ||
</math> | </math>. | ||
See Ref 1 for an | See Ref. 1 for an application of Monte Carlo simulation using this ensemble. | ||
[[Category: Monte Carlo]] | |||
== References == | == References == | ||
#[http://dx.doi.org/10.1103/PhysRevE.64.042501 N. G. Almarza and E. Enciso "Critical behavior of ionic solids" Physical Review E 64, 042501 (2001) (4 pages) ] |
Latest revision as of 10:20, 4 July 2007
Integration of the kinetic degrees of freedom[edit]
Consider a system of identical particles, with total energy given by:
- ; (Eq.1)
where:
- represents the 3N Cartesian position coordinates of the particles
- stands for the the 3N momenta.
The first term on the right hand side of (Eq. 1) is the kinetic energy, whereas the second term is
the potential energy (a function of the positional coordinates).
Now, let us consider the system in a microcanonical ensemble; let be the total energy of the system (constrained in this ensemble).
The probability, of a given position configuration , with potential energy can be written as:
- ; (Eq. 2)
where:
- is the Dirac's delta function
- .
The Integral in the right hand side of (Eq. 2) corresponds to the surface of a 3N-dimensional () hyper-sphere of radius ; therefore:
- .
See Ref. 1 for an application of Monte Carlo simulation using this ensemble.