Evolving Generalizable Parallel Algorithm Portfolios for Binary Optimization Problems via Domain-Agnostic Instance Generation

Zhiyuan Wang, Shengcai Liu, Peng Yang +1

Generalization is the core objective when training optimizers from data. However, limited training instances often constrain the generalization capability of the trained optimizers…