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We investigate properties of spectrum of normalized Laplacian for finite graphs over non-Archimedean ordered fields. We prove a Cheeger’s inequality for first non-zero eigenvalue. Then we describe properties of the operator , which is a generalization of transition operator. We show that Cheeger estimate for the second largest eigenvalue of is crucial for investigation of the convergence of analogue of random walk to equilibrium over a non-Archimedean ordered fields. We consider examples over the Levi-Civita field.

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