combinatorics / Permanent approximation

Anari's Bethe permanent conjecture

For every nonnegative n×nn\times n matrix AA whose bipartite support graph has girth at least an even integer g4g\ge4, Dong and Jain prove the sharp inequality Bethe(A)per(A)22n/gBethe(A).\operatorname{Bethe}(A)\le\operatorname{per}(A)\le2^{2n/g}\operatorname{Bethe}(A). The factor 22n/g2^{2n/g} is optimal whenever g2ng\mid2n, attained by matrices whose support graphs are disjoint unions of gg-cycles. Thus the result confirms Anari's conjecture, recovers the sharp 2n/22^{n/2} universal Anari--Rezaei bound when g=4g=4, and approaches exactness as the support-graph girth tends to infinity.

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combinatoricsSep 2, 2026Significance 22/100Registry: unreviewed

Anari's Bethe permanent conjecture

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For every nonnegative n×nn\times n matrix AA whose bipartite support graph has girth at least an even integer g4g\ge4, Dong and Jain prove the sharp inequality Bethe(A)per(A)22n/gBethe(A).\operatorname{Bethe}(A)\le\operatorname{per}(A)\le2^{2n/g}\operatorname{Bethe}(A). The factor 22n/g2^{2n/g} is optimal whenever g2ng\mid2n, attained by matrices whose support graphs are disjoint unions of gg-cycles. Thus the result confirms Anari's conjectur…

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For every nonnegative n×nn\times n matrix AA whose bipartite support graph has girth at least an even integer g4g\ge4, Dong and Jain prove the sharp inequality Bethe(A)per(A)22n/gBethe(A).\operatorname{Bethe}(A)\le\operatorname{per}(A)\le2^{2n/g}\operatorname{Bethe}(A). The factor 22n/g2^{2n/g} is optimal whenever g2ng\mid2n, attained by matrices whose support graphs are disjoint unions of gg-cycles. Thus the result confirms Anari's conjecture, recovers the sharp 2n/22^{n/2} universal Anari--Rezaei bound when g=4g=4, and approaches exactness as the support-graph girth tends to infinity.

For every nonnegative n×nn\times n matrix AA whose bipartite support graph has girth at least an even integer g4g\ge4, Dong and Jain prove the sharp inequality Bethe(A)per(A)22n/gBethe(A).\operatorname{Bethe}(A)\le\operatorname{per}(A)\le2^{2n/g}\operatorname{Bethe}(A). The factor 22n/g2^{2n/g} is optimal whenever g2ng\mid2n, attained by matrices whose support graphs are disjoint unions of gg-cycles. Thus the result confirms Anari's conjecture, recovers the sharp 2n/22^{n/2} universal Anari--Rezaei bound when g=4g=4, and approaches exactness as the support-graph girth tends to infinity.

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