Collects cutting-edge research on algorithmic probability and combinatorics. It includes contributions by established experts and younger researchers who use generating functions, algebraic and probabilistic methods as well as asymptotic analysis on a daily basis. Walks in the quarter-plane and random walks, permutation tableaux, and random permutations are considered.