CORDIS Project
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This project investigates random functions in high dimensions, bridging mathematical Spin Glass theory and random polynomial equations. It aims to develop new optimization algorithms by applying insights from spin glass models to complex polynomial systems.
The project focuses on two areas in the study of random functions in high-dimensions: mathematical Spin Glass theory and random systems of polynomial equations.
Research in these fields is currently conducted by two separate mathematical communities.
The study of algorithms for solving random systems has so far mostly focused on the well-known 17th problem of Steve Smale posed in 1998, which originally concerns complex polynomials.
Mean-field spin glass models, on the other hand, deal with real…
WEIZMANN INSTITUTE OF SCIENCE
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