Fractional Dynamics on Networks and Lattices, 1st Edition eBook

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This book analyzes stochastic processes on networks and regular structures such as lattices by employing the Markovian random walk approach. Part 1 is devoted to the study of local and non-local random walks. It shows how non-local random walk strategies can be defined by functions of the Laplacian matrix that maintain the stochasticity of the transition probabilities. A major result is that only two types of functions are admissible: type (i) functions generate asymptotically local walks with the emergence of Brownian motion, whereas type (ii) functions generate asymptotically scale-free non-local “fractional” walks with the emergence of Lévy flights. In Part 2, fractional dynamics and Lévy flight behavior are analyzed thoroughly, and a generalization of Pólya’s classical recurrence theorem is developed for fractional walks. The authors analyze primary fractional walk characteristics such as the mean occupation time, the mean first passage time, the fractal scaling of the set of distinct nodes visited, etc. The results show the improved search capacities of fractional dynamics on networks.

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Fractional Dynamics on Networks and Lattices 1st Edition is written by Thomas Michelitsch; Alejandro Perez Riascos; Bernard Collet; Andrzej Nowakowski; Franck Nicolleau and published by Wiley-ISTE. The Digital and eTextbook ISBNs for Fractional Dynamics on Networks and Lattices are 9781119608219, 111960821X and the print ISBNs are 9781786301581, 178630158X. Additional ISBNs for this eTextbook include 9781119608165.