5,891 research outputs found

    Covariance and Fisher information in quantum mechanics

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    Variance and Fisher information are ingredients of the Cramer-Rao inequality. We regard Fisher information as a Riemannian metric on a quantum statistical manifold and choose monotonicity under coarse graining as the fundamental property of variance and Fisher information. In this approach we show that there is a kind of dual one-to-one correspondence between the candidates of the two concepts. We emphasis that Fisher informations are obtained from relative entropies as contrast functions on the state space and argue that the scalar curvature might be interpreted as an uncertainty density on a statistical manifold.Comment: LATE

    Maximum Likelihood Estimation in Gaussian Chain Graph Models under the Alternative Markov Property

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    The AMP Markov property is a recently proposed alternative Markov property for chain graphs. In the case of continuous variables with a joint multivariate Gaussian distribution, it is the AMP rather than the earlier introduced LWF Markov property that is coherent with data-generation by natural block-recursive regressions. In this paper, we show that maximum likelihood estimates in Gaussian AMP chain graph models can be obtained by combining generalized least squares and iterative proportional fitting to an iterative algorithm. In an appendix, we give useful convergence results for iterative partial maximization algorithms that apply in particular to the described algorithm.Comment: 15 pages, article will appear in Scandinavian Journal of Statistic

    Free energies of crystalline solids: a lattice-switch Monte Carlo method

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    We present a method for the direct evaluation of the difference between the free energies of two crystalline structures, of different symmetry. The method rests on a Monte Carlo procedure which allows one to sample along a path, through atomic-displacement-space, leading from one structure to the other by way of an intervening transformation that switches one set of lattice vectors for another. The configurations of both structures can thus be sampled within a single Monte Carlo process, and the difference between their free energies evaluated directly from the ratio of the measured probabilities of each. The method is used to determine the difference between the free energies of the fcc and hcp crystalline phases of a system of hard spheres.Comment: 5 pages Revtex, 3 figure

    Statistical distinguishability between unitary operations

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    The problem of distinguishing two unitary transformations, or quantum gates, is analyzed and a function reflecting their statistical distinguishability is found. Given two unitary operations, U1U_1 and U2U_2, it is proved that there always exists a finite number NN such that U1⊗NU_1^{\otimes N} and U2⊗NU_2^{\otimes N} are perfectly distinguishable, although they were not in the single-copy case. This result can be extended to any finite set of unitary transformations. Finally, a fidelity for one-qubit gates, which satisfies many useful properties from the point of view of quantum information theory, is presented.Comment: 6 pages, REVTEX. The perfect distinguishability result is extended to any finite set of gate

    Symmetries of the Kac-Peterson Modular Matrices of Affine Algebras

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    The characters χμ\chi_\mu of nontwisted affine algebras at fixed level define in a natural way a representation RR of the modular group SL2(Z)SL_2(Z). The matrices in the image R(SL2(Z))R(SL_2(Z)) are called the Kac-Peterson modular matrices, and describe the modular behaviour of the characters. In this paper we consider all levels of (Ar1⊕⋯⊕Ars)(1)(A_{r_1}\oplus\cdots\oplus A_{r_s})^{(1)}, and for each of these find all permutations of the highest weights which commute with the corresponding Kac-Peterson matrices. This problem is equivalent to the classification of automorphism invariants of conformal field theories, and its solution, especially considering its simplicity, is a major step toward the classification of all Wess-Zumino-Witten conformal field theories.Comment: 16 pp, plain te

    Graded Contractions of Affine Kac-Moody Algebras

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    The method of graded contractions, based on the preservation of the automorphisms of finite order, is applied to the affine Kac-Moody algebras and their representations, to yield a new class of infinite dimensional Lie algebras and representations. After the introduction of the horizontal and vertical gradings, and the algorithm to find the horizontal toroidal gradings, I discuss some general properties of the graded contractions, and compare them with the In\"on\"u-Wigner contractions. The example of A^2\hat A_2 is discussed in detail.Comment: 23 pages, Ams-Te

    Suplementação mineral de bovinos de corte em pastagem nativa.

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