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authorkurchan.jorge <kurchan.jorge@gmail.com>2022-10-24 10:27:52 +0000
committernode <node@git-bridge-prod-0>2022-10-24 10:52:12 +0000
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@@ -27,7 +27,7 @@
\begin{abstract}
Complexity is a measure of the number of stationary points in complex
- landscapes. We derive a general solution for the complexity of mean-field
+ landscapes. We {\color{red} solve the long-standing problem of detremining the...} derive a general solution for the complexity of mean-field
complex landscapes. It incorporates Parisi's solution for the ground state,
as it should. Using this solution, we count the stationary points of two
models: one with multi-step replica symmetry breaking, and one with full
@@ -95,8 +95,8 @@ models have $a_p=1$ for some $p$ and all others zero.
The complexity of the $p$-spin models has been extensively studied by
physicists and mathematicians. Among physicists, the bulk of work has been on
-the so-called Thouless--Anderson--Palmer (TAP) complexity for the pure models,
-which counts minima in a kind of mean-field free energy \cite{Rieger_1992_The,
+ the so-called `TAP' complexity,
+which counts minima in the mean-field Thouless--Anderson--Palmer () free energy \cite{Rieger_1992_The,
Crisanti_1995_Thouless-Anderson-Palmer, Cavagna_1997_An,
Cavagna_1997_Structure, Cavagna_1998_Stationary, Cavagna_2005_Cavity,
Giardina_2005_Supersymmetry}. The landscape complexity has been proven for pure
@@ -165,7 +165,7 @@ population of stationary points suddenly shifts from all saddles to all minima,
and there is an abrupt percolation transition in the topology of
constant-energy slices of the landscape. This behavior of the complexity can be
used to explain a rich variety of phenomena in the equilibrium and dynamics of
-the pure models: the threshold energy $E_\mathrm{th}$ corresponds to the
+the pure models: the `threshold' \cite{Cugliandolo_1993_Analytical} energy $E_\mathrm{th}$ corresponds to the
average energy at the dynamic transition temperature, and the asymptotic energy
reached by slow aging dynamics.