论文标题
使用张量网络快速高维集成
Fast high-dimensional integration using tensor networks
论文作者
论文摘要
提出了用于集成的无回归张量网络表示的设计和应用。张量网络方法被证明超过了蒙特卡洛的测试问题,并且对于非分析整合体而言,指数融合被证明是可以实现的。
The design and application of regression-free tensor network representations for integration is presented. Tensor network methods are demonstrated to outperform Monte Carlo for test problems, and exponential convergence is shown to be achievable for a non-analytic integrand.