bldeng/AA-ADMM

Anderson Acceleration for ADMM

AA-ADMM: Anderson Acceleration for ADMM

This is the source code for the algorithms in the following paper:

• Juyong Zhang^*, Yue Peng^*, Wenqing Ouyang^*, Bailin Deng. 2019. Accelerating ADMM for Efficient Simulation and Optimization. arXiv:1909.00470. (^*joint first authors).

Content

The folders contain the following code:

• admm_anderson_hard_zxu and admm_ander_xzu: accelerated solver for physics simulation, based on the implementation of [Overby et al. 2017].

• Geometry: accelerated ADMM for wire mesh optimization and planar quad mesh optimization, based on the formulation of [Deng et al. 2015].

Please checkout the README file in each folder for instructions on usage.

License

The code is released under BSD 3-Clause License.

Contact

For comments and questions, please contact Yue Peng <echoyue@mail.ustc.edu.cn> or Bailin Deng <bldeng@gmail.com>.