Find the maximum of E_a when the entropy is at its maximum

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The discussion focuses on finding the maximum of entropy, specifically showing that \Gamma_T is maximized at E_a = N_aE/(N_a + N_b). Participants analyze the expression for \Gamma(E) and its relation to entropy, attempting to derive the maximum condition through quadratic terms. A key point of contention is the equality involving E^2 terms, where one participant struggles to reconcile the equation's left and right sides. Corrections are suggested regarding the completion of the square and the final term in the equation. The conversation emphasizes the importance of careful algebraic manipulation in deriving the correct relationships.
WeiShan Ng
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Homework Statement


Show that \Gamma_T is maximum at E_a = \frac{N_aE}{N_a+N_b}

Homework Equations


The expression for \Gamma(E) when N\gg 1
\Gamma_T = C_aC_b exp \left( -\frac{E_a^2}{2N_a\mu_B^2h^2} \right) exp \left[ - \frac{(E-E_a)^2}{2N_b\mu_B^2H^2} \right]
where C_a and C_b are normalization constants that depends on N_a and N_b
In terms of the entropy:
\begin{aligned} \frac{1}{k}S_T = \frac{1}{k}(S_a+S_b) &= ln \Gamma_T \\ &= ln(C_aC_b)-\frac{1}{2(\mu_BH)^2} \left[ \frac{E_a^2}{N_a} + \frac{(E-E_a)^2}{N_b} \right]\end{aligned}

The Attempt at a Solution


Try to find the maximum of the entropy using the quadratic terms in the square bracket:
\begin{aligned} \frac{E_a^2}{N_a} + \frac{(E-E_a)^2}{N_b} &= \frac{(N_a+N_b)E_a^2}{N_aN_b} - \frac{2EE_a}{N_b} + \frac{E^2}{N_b} \\ &= \frac{N_a+N_b}{N_aN_b} \left[ E_a^2 - \frac{2N_aN_bEE_a}{N_b(N_a+N_b)} \right] + \frac{E^2}{N_b} \\ &= \frac{(N_a+N_b)}{N_aN_b} \left[ E_a - \frac{N_aE}{N_a+N_b} \right]^2 +\frac{E^2}{N_b} - \frac{N_a^2E^2}{(N_a+N_b)^2} \end{aligned}
And the solution manual reduce this equation to
\frac{(N_a+N_b)}{N_aN_b} \left[ E_a - \frac{N_aE}{N_a+N_b} \right]^2 + \frac{E^2}{N_a+N_b}
I can't get the equality of
\frac{E^2}{N_b} - \frac{N_a^2E^2}{(N_a+N_b)^2}=\frac{E^2}{N_a+N_b}
With \frac{E^2[N_a^2+2N_aN_b+N_b^2-N_bN_a^2]}{N_b(N_a+N_b)^2}=\frac{E^2(N_a+N_b)N_b}{N_b(N_a+N_b)^2} I just can't get both side of the equation to be equal...
 
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Are there factors that appear both in the numerator and the denominator of your final expression? You can cancel them unless they are equal to zero.
 
Sorry, what I meant was I can't factor the equation N_a^2 + 2N_aN_b + N_b^2 -N_bN_a^2 to (N_a+N_b)N_b
 
The error is in completing the square. The last term ##- \frac{N_a^2E^2}{(N_a+N_b)^2}## is incorrect. It should be ## - \frac{N_aE^2}{N_b(N_a+N_b)^2}##. You should check this out for yourself.
 

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