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Complexity and the Fractional Calculus

机译:复杂性与分数演算

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摘要

We study complex processes whose evolution in time rests on the occurrence of a large and random number of events. The mean time interval between two consecutive critical events is infinite, thereby violating the ergodic condition and activating at the same time a stochastic central limit theorem that supports the hypothesis that the Mittag-Leffler function is a universal property of nature. The time evolution of these complex systems is properly generated by means of fractional differential equations, thus leading to the interpretation of fractional trajectories as the average over many random trajectories each of which satisfies the stochastic central limit theorem and the condition for the Mittag-Leffler universality.
机译:我们研究了复杂的过程,这些过程的时间演变取决于大量随机事件的发生。两个连续的关键事件之间的平均时间间隔是无限的,从而违反了遍历条件并同时激活了随机的中心极限定理,该定理支持了米塔格-勒夫勒函数是自然的普遍性质的假设。这些复杂系统的时间演化是通过分数微分方程正确生成的,因此导致将分数轨迹解释为许多随机轨迹的平均值,每个随机轨迹均满足随机中心极限定理和Mittag-Leffler普遍性的条件。

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