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authorJaron Kent-Dobias <jaron@kent-dobias.com>2022-07-14 14:25:41 +0200
committerJaron Kent-Dobias <jaron@kent-dobias.com>2022-07-14 14:25:41 +0200
commitd8553de50993f94980c7bda48e1348c7188d8757 (patch)
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Added some references.
-rw-r--r--frsb_kac-rice.bib55
-rw-r--r--frsb_kac-rice.tex6
2 files changed, 58 insertions, 3 deletions
diff --git a/frsb_kac-rice.bib b/frsb_kac-rice.bib
index d308ddc..d656c30 100644
--- a/frsb_kac-rice.bib
+++ b/frsb_kac-rice.bib
@@ -152,6 +152,20 @@
doi = {10.1103/physrevlett.98.150201}
}
+@article{Cavagna_1997_An,
+ author = {Cavagna, Andrea and Giardina, Irene and Parisi, Giorgio},
+ title = {An investigation of the hidden structure of states in a mean-field spin-glass model},
+ journal = {Journal of Physics A: Mathematical and General},
+ publisher = {IOP Publishing},
+ year = {1997},
+ month = {10},
+ number = {20},
+ volume = {30},
+ pages = {7021--7038},
+ url = {https://doi.org/10.1088%2F0305-4470%2F30%2F20%2F009},
+ doi = {10.1088/0305-4470/30/20/009}
+}
+
@article{Cavagna_1997_Structure,
author = {Cavagna, Andrea and Giardina, Irene and Parisi, Giorgio},
title = {Structure of metastable states in spin glasses by means of a three replica potential},
@@ -166,6 +180,33 @@
doi = {10.1088/0305-4470/30/13/004}
}
+@article{Cavagna_1998_Stationary,
+ author = {Cavagna, Andrea and Giardina, Irene and Parisi, Giorgio},
+ title = {Stationary points of the {Thouless}-{Anderson}-{Palmer} free energy},
+ journal = {Physical Review B},
+ publisher = {American Physical Society (APS)},
+ year = {1998},
+ month = {5},
+ number = {18},
+ volume = {57},
+ pages = {11251--11257},
+ url = {https://doi.org/10.1103%2Fphysrevb.57.11251},
+ doi = {10.1103/physrevb.57.11251}
+}
+
+@article{Cavagna_2005_Cavity,
+ author = {Cavagna, Andrea and Giardina, Irene and Parisi, Giorgio},
+ title = {Cavity method for supersymmetry-breaking spin glasses},
+ journal = {Physical Review B},
+ publisher = {American Physical Society (APS)},
+ year = {2005},
+ month = {1},
+ number = {2},
+ volume = {71},
+ url = {https://doi.org/10.1103%2Fphysrevb.71.024422},
+ doi = {10.1103/physrevb.71.024422}
+}
+
@article{Charbonneau_2014_Fractal,
author = {Charbonneau, Patrick and Kurchan, Jorge and Parisi, Giorgio and Urbani, Pierfrancesco and Zamponi, Francesco},
title = {Fractal free energy landscapes in structural glasses},
@@ -429,6 +470,20 @@ stochastic localization},
doi = {10.1103/physrevlett.120.085705}
}
+@inproceedings{Giardina_2005_Supersymmetry,
+ author = {Giardina, Irene and Cavagna, Andrea and Parisi, Giorgio},
+ title = {Supersymmetry and metastability in disordered systems},
+ publisher = {World Scientific},
+ year = {2005},
+ month = {9},
+ pages = {204--209},
+ url = {https://doi.org/10.1142%2F9789812701558_0023},
+ doi = {10.1142/9789812701558_0023},
+ booksubtitle = {Proceedings of the 31st Workshop of the International School of Solid State Physics, {Erice}, {Sicily}, {Italy}, 20 – 26 {July} 2004},
+ booktitle = {Complexity, Metastability and Nonextensivity},
+ editor = {Beck, C and Benedek, G and Rapisarda, A and Tsallis, C}
+}
+
@article{Gross_1985_Mean-field,
author = {Gross, D. J. and Kanter, I. and Sompolinsky, H.},
title = {Mean-field theory of the {Potts} glass},
diff --git a/frsb_kac-rice.tex b/frsb_kac-rice.tex
index fc1666b..03ec81a 100644
--- a/frsb_kac-rice.tex
+++ b/frsb_kac-rice.tex
@@ -52,7 +52,7 @@ been open ever since \cite{Parisi_1979_Infinite}. To date, the program of
computing the number of stationary points---minima, saddle points, and
maxima---of mean-field complex landscapes has been only carried out for a small subset of
models, including most notably the (pure) $p$-spin model ($p>2$)
-\cite{Rieger_1992_The, Crisanti_1995_Thouless-Anderson-Palmer} and for similar
+\cite{Rieger_1992_The, Crisanti_1995_Thouless-Anderson-Palmer, Cavagna_1997_An, Cavagna_1998_Stationary} and for similar
energy functions inspired by molecular biology, evolution, and machine learning
\cite{Maillard_2020_Landscape, Ros_2019_Complex, Altieri_2021_Properties}. In
a parallel development, it has evolved into an active field of probability
@@ -609,8 +609,8 @@ The Kac--Rice problem has an approximate supersymmetry, which is found when the
absolute value of the determinant is neglected and the trace of the Hessian is
not fixed. This supersymmetry has been studied in great detail in the
complexity of the Thouless--Anderson--Palmer (TAP) free energy
-\cite{Annibale_2003_The, Annibale_2003_Supersymmetric,
-Annibale_2004_Coexistence}. When the absolute value is dropped, the determinant in \eqref{eq:kac-rice} can be
+\cite{Annibale_2003_The, ,Annibale_2003_Supersymmetric,
+Annibale_2004_Coexistence, Cavagna_2005_Cavity, Giardina_2005_Supersymmetry}. When the absolute value is dropped, the determinant in \eqref{eq:kac-rice} can be
represented by an integral over Grassmann variables, which yields a complexity
depending on `bosons' and `fermions' that share the supersymmetry. The Ward
identities associated with the supersymmetry imply that $D=\hat\beta R$