Probability / Energy question

In summary, the probability of acceptance for the new conformational potential energy within the Metropolis scheme is very high, at approximately 1.
  • #1
raintrek
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0

Homework Statement



- Initial conformational potential energy = 2500 J
- NVT Metropolis Monte Carlo simulation, T = 300 K
- New conformational potential energy = 5000 J

What's the probability this will be accepted within the Metropolis scheme?


Homework Equations



Acceptance Probability:
[tex]P=exp\left(\frac{-\Delta U_{mn}}{kT}\right)[/tex]

[tex]\Delta U_{mn}=U(q_{n}^{N})-U(q_{m}^{N})[/tex]

where [tex]U(q_{m}^{N})[/tex] is our initial potential and [tex]U(q_{n}^{N})[/tex] is our final potential.

The Attempt at a Solution



I'm plugging these numbers in, but the exponent is going to zero, which I know to be wrong. Is there some conversion of energy I'm missing? Seems a bit odd...
 
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  • #2



Hello, thank you for your post. Based on the given information, the probability of acceptance within the Metropolis scheme can be calculated as follows:

P = exp(-ΔU/kT)

Where:
ΔU = U(qnN) - U(qmN)
k = Boltzmann constant (1.38 x 10^-23 J/K)
T = temperature (300 K)

Substituting the given values, we get:

P = exp(-(5000 J - 2500 J)/(1.38 x 10^-23 J/K * 300 K))
= exp(-2500 J/(4.14 x 10^-21 J))
= exp(-6.04 x 10^-18)

Therefore, the probability of acceptance is:

P = 1 - exp(-6.04 x 10^-18)
= 1 - 0.999999999999999994

Thus, the probability of acceptance is approximately 1, meaning that the new conformational potential energy is highly likely to be accepted within the Metropolis scheme. I hope this helps!
 

1. What is probability?

Probability is a measure of the likelihood that an event will occur. It is expressed as a number between 0 and 1, where 0 indicates impossibility and 1 indicates certainty.

2. How is probability calculated?

The probability of an event occurring is calculated by dividing the number of favorable outcomes by the total number of possible outcomes. This can be expressed as a fraction, decimal, or percentage.

3. What is the relationship between probability and energy?

In physics, probability and energy are related through the concept of quantum mechanics. The probability of a particle occupying a certain energy state is determined by its energy level and the laws of quantum mechanics.

4. How does probability impact scientific research?

Probability is a fundamental concept in scientific research, particularly in fields such as statistics and experimental design. It allows scientists to make predictions and draw conclusions based on data and evidence.

5. Can probability be used to predict the future?

While probability can be used to make predictions, it does not guarantee the accuracy of those predictions. Probability is based on chance and can be affected by various factors, making it impossible to predict the future with complete certainty.

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