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arxiv 2405.14289 v3 pith:I5R4KF77 submitted 2024-05-23 cond-mat.dis-nn cond-mat.stat-mechq-bio.PE

Generating-functional analysis of random Lotka-Volterra systems: A step-by-step guide

classification cond-mat.dis-nn cond-mat.stat-mechq-bio.PE
keywords systemsgenerating-functionallotka-volterraanalysisdisorderedgeneralisednotesrandom
verification ladder T0 review T1 audit T2 compute T3 formal T4 reserved
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This paper provides what is hopefully a self-contained set of notes describing the detailed steps of a generating-functional analysis of systems of generalised Lotka-Volterra equations with random interaction coefficients. Nothing in these notes is original, instead the generating-functional method (also known as the Martin-Siggia-Rose-DeDominic-Janssen formalism) and the resulting dynamic mean field theories have been used for the study of disordered systems and spin glasses for decades. But it is hard to find unifying sources which would allow a beginner to learn step-by-step how these methods can be used. My aim is to provide such a source. Most of the calculations are specific to generalised Lotka-Volterra systems, but much can be transferred to disordered systems in more general.

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