Asymptotically scale-invariant occupancy of phase space makes the entropy Sq extensive

被引:178
作者
Tsallis, C
Gell-Mann, M
Sato, Y
机构
[1] Santa Fe Inst, Santa Fe, NM 87501 USA
[2] Ctr Brasileiro Pesquisas Fis, BR-22290180 Rio De Janeiro, Brazil
关键词
D O I
10.1073/pnas.0503807102
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Phase space can be constructed for N equal and distinguishable subsystems that could be probabilistically either weakly correlated or strongly correlated. If they are locally correlated, we expect the Boltzmann-Gibbs entropy S-BG equivalent to -k Sigma(i) p(i) In p(i) to be extensive, i.e., S-BG(N) proportional to N for N -> infinity. In particular, if they are independent, S-BG is strictly additive, i.e., S-BG(N) = NSBG(1), for all N. However, if the subsystems are globally correlated, we expect, for a vast class of systems, the entropy S-q equivalent to k[l - Sigma(i) p(i)(q)]/(q - 1) (with S-1 = S-BG) for some special value of q not equal 1 to be the one which is extensive [i.e., Sq(N) proportional to N for N -> infinity]. Another concept which is relevant is strict or asymptotic scale-freedom (or scale-in variance), defined as the situation for which all marginal probabilities of the N-system coincide or asymptotically approach (for N -> infinity) the joint probabilities of the (N - 1)-system. If each subsystem is a binary one, scale-freedom is guaranteed by what we hereafter refer to as the Leibnitz rule, i.e., the sum of two successive joint probabilities of the N-system coincides or asymptotically approaches the corresponding joint probability of the (N - 1)-system. The kinds of interplay of these various concepts are illustrated in several examples. One of them justifies the title of this paper. We conjecture that these mechanisms are deeply related to the very frequent emergence, in natural and artificial complex systems, of scale-free structures and to their connections with nonextensive statistical mechanics. Summarizing, we have shown that, for asymptotically scale-invariant systems, it is S-q with q not equal 1, and not S-BG, the entropy which matches standard, clausius-like, prescriptions of classical thermodynamics.
引用
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页码:15377 / 15382
页数:6
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