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Typical kernel size and number of sparse random matrices over Galois fields: A statistical physics approach

Typical kernel size and number of sparse random matrices over Galois fields: A statistical physics approach

Using methods of statistical physics, we study the average number and kernel size of general sparse random matrices over Galois fields GF(q) , with a given connectivity profile, in the thermodynamical limit of large matrices. We introduce a mapping of GF(q) matrices onto spin systems using the representation of the …