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Functions of linear operators: Parameter differentiation

Statistical Mechanics 2015-06-25 v1

Abstract

We derive a useful expression for the matrix elements [f[A(t)]t]ij[\frac{\partial f[A(t)]}{\partial t}]_{i j} of the derivative of a function f[A(t)]f[A(t)] of a diagonalizable linear operator A(t)A(t) with respect to the parameter tt. The function f[A(t)]f[A(t)] is supposed to be an operator acting on the same space as the operator A(t)A(t). We use the basis which diagonalizes A(t), i.e., Aij=λiδijA_{i j}=\lambda_i \delta_{i j}, and obtain [f[A(t)]t]ij=[At]ijf(λj)f(λi)λjλi[\frac{\partial f[A(t)]}{\partial t}]_{i j}=[\frac{\partial A}{\partial t}]_ {i j}\frac{f(\lambda_j) - f(\lambda_i)} {\lambda_j - \lambda_i}. In addition to this, we show that further elaboration on the (not necessarily simple) integral expressions given by Wilcox 1967 (who basically considered f[A(t)]f[A(t)] of the exponential type) and generalized by Rajagopal 1998 (who extended Wilcox results by considering f[A(t)]f[A(t)] of the qq-exponential type where expq(x)[1+(1q)x]1/(1q)\exp_q(x) \equiv [1+(1-q)x]^{1/(1-q)} with qRq \in {\cal {R}}; hence, exp1(x)=exp(x))\exp_1 (x)=\exp(x)) yields this same expression. Some of the lemmas first established by the above authors are easily recovered.

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Cite

@article{arxiv.cond-mat/9906173,
  title  = {Functions of linear operators: Parameter differentiation},
  author = {Domingo Prato and Constantino Tsallis},
  journal= {arXiv preprint arXiv:cond-mat/9906173},
  year   = {2015}
}

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