Archivio Istituzionale della RicercaThe goal of this chapter is to review the main ideas that underlie the cavity method for disordered models defined on random graphs, as well as present some of its outcomes, focusing on the random constraint satisfaction problems for which it provided both a better understanding of the phase transitions they undergo, and suggestions for the development of algorithms to solve them.
The Cavity Method: From Exact Solutions to Algorithms / Braunstein, A.; Semerjian, G. - In: Spin Glass Theory and Far Beyond: Replica Symmetry Breaking after 40 Years[s.l] : World Scientific Publishing, 2023. - ISBN 9789811273919. - pp. 375-388 [10.1142/9789811273926_0019]
The Cavity Method: From Exact Solutions to Algorithms
Braunstein A.;
2023
Abstract
The goal of this chapter is to review the main ideas that underlie the cavity method for disordered models defined on random graphs, as well as present some of its outcomes, focusing on the random constraint satisfaction problems for which it provided both a better understanding of the phase transitions they undergo, and suggestions for the development of algorithms to solve them.
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https://hdl.handle.net/11583/2990681