Component-by-component construction of randomized rank-1 lattice rules achieving almost the optimal randomized error rate

Josef Dick, Takashi Goda, Kosuke Suzuki

We study a randomized quadrature algorithm to approximate the integral of periodic functions defined over the high-dimensional unit cube. Recent work by Kritzer, Kuo, Nuyens and Ul…