Local Landscape of the Sherrington-Kirkpatrick Hamiltonian


Author / Producer

Date

2023

Publication Type

Master Thesis

ETH Bibliography

yes

Citations

Altmetric

Data

Abstract

We look at the behaviour of the Sherrington-Kirkpatrick Hamiltonian as we move around the hypercube. Changes of the Hamiltonian along the edges of a face of the hypercube are encoded by a random variable called square pattern. We give a complete description of a distribution of square pattern. We calculate the probability of a vertex being a local optimum and determine the typical value of energy at it. We consider possible generalisations to radius 2 local optima.

Publication status

published

External links

Editor

Contributors

Examiner : Bandeira, Afonso S.
Examiner : Kunisky, Dmitriy

Book title

Journal / series

Volume

Pages / Article No.

Publisher

ETH Zurich

Event

Edition / version

Methods

Software

Geographic location

Date collected

Date created

Subject

Sherrington-Kirkpatrick model

Organisational unit

09679 - Bandeira, Afonso / Bandeira, Afonso check_circle

Notes

Funding

Related publications and datasets