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CritPt / Challenge_48_main / Let Z(n,η) denote a replica partition function defined for positive…
Problem
Answer published by the source. Consult the official source to check your work against its answer.
code template
Code
def answer():
r"""
Return the expression of the analytic continuation $F(\eta)$ in Sympy format
Inputs
----------
None
Outputs
----------
F_eta: float
Analytic continuation $F(\eta)$ at $\eta = \frac{10}{3} \pi$, accurate to at least 8 decimal places.
"""
# ------------------ FILL IN YOUR RESULTS BELOW ------------------
F_eta = ...
# ---------------------------------------------------------------
return F_etaproblem description
# Problem setup:
Let denote a replica partition function defined for positive integers by
\begin{equation}
Z(n, \eta) = \sum_{\vec{x} \in \mathbb{Z}^{n-1}} \exp\left( -\eta \pi\, \vec{x}^\top K \vec{x} \right),
\end{equation}
where is a real parameter, and the sum runs over all integer vectors . The kernel is an matrix with components
\begin{equation}
K_{ij} = \left(1 - \frac{1}{n}\right)\delta_{ij} - \frac{1}{n}(1 - \delta_{ij}).
\end{equation}
Equivalently, , where denotes the matrix of all ones.
# Main problem:
Evaluate the analytic continuation
\begin{equation}
F( \eta ) = \left. \frac{\partial}{\partial n} Z(n, \eta) \right|_{n=1} - \left( \frac{1}{2} - \frac{1}{2} \ln \eta \right)
\end{equation}
at , accurate to at least eight digits after the decimal point.
Plain-text mathematical notation (without MathML)
# Problem setup:
Let Z(n,η) denote a replica partition function defined for positive integers n by
\begin{equation}
Z(n, \eta) = \sum_{\vec{x} \in \mathbb{Z}^{n-1}} \exp\left( -\eta \pi\, \vec{x}^\top K \vec{x} \right),
\end{equation}
where η>0 is a real parameter, and the sum runs over all integer vectors (x)→∈Z^(n−1). The kernel K is an (n−1)×(n−1) matrix with components
\begin{equation}
K_{ij} = \left(1 - \frac{1}{n}\right)\delta_{ij} - \frac{1}{n}(1 - \delta_{ij}).
\end{equation}
Equivalently, K=I_(n−1)−(1)/(n)1_(n−1), where 1_(n−1) denotes the matrix of all ones.
# Main problem:
Evaluate the analytic continuation
\begin{equation}
F( \eta ) = \left. \frac{\partial}{\partial n} Z(n, \eta) \right|_{n=1} - \left( \frac{1}{2} - \frac{1}{2} \ln \eta \right)
\end{equation}
at η=(10)/(3)π, accurate to at least eight digits after the decimal point.Original LaTeX notation
# Problem setup:
Let $Z(n, \eta)$ denote a replica partition function defined for positive integers $n$ by
\begin{equation}
Z(n, \eta) = \sum_{\vec{x} \in \mathbb{Z}^{n-1}} \exp\left( -\eta \pi\, \vec{x}^\top K \vec{x} \right),
\end{equation}
where $\eta > 0$ is a real parameter, and the sum runs over all integer vectors $\vec{x} \in \mathbb{Z}^{n-1}$. The kernel $K$ is an $(n-1) \times (n-1)$ matrix with components
\begin{equation}
K_{ij} = \left(1 - \frac{1}{n}\right)\delta_{ij} - \frac{1}{n}(1 - \delta_{ij}).
\end{equation}
Equivalently, $K = I_{n-1} - \frac{1}{n} \mathbf{1}_{n-1}$, where $\mathbf{1}_{n-1}$ denotes the matrix of all ones.
# Main problem:
Evaluate the analytic continuation
\begin{equation}
F( \eta ) = \left. \frac{\partial}{\partial n} Z(n, \eta) \right|_{n=1} - \left( \frac{1}{2} - \frac{1}{2} \ln \eta \right)
\end{equation}
at $\eta = \frac{10}{3} \pi$, accurate to at least eight digits after the decimal point.Discussion
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