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The Feynman-Kac theorem and Bogolyubov inequality are applied to obtain a lower bound and an upper bound to the free energy of the s-d Hamiltonian with locally smeared interactions between electrons and impurities. The two bounds, which express in terms of the free energy of impurities in a mean field and electrons in a field of barriers and wells localized at the impurity sites, are almost equal...
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