Fast bicriteria streaming algorithms for submodular cover problem under noise models

Bich-Ngan T. Nguyen, Phuong N. H. Pham, Canh V. Pham, Václav Snásel

Abstract: Highlights•The Submodular Cover problem under Noise models (SCN) is investigated.•Two streaming algorithms with theoretical guarantees under multiplicative noise and additive noise models are proposed.•Extensive experiments results show that proposed streaming algorithms not only outperform other algorithms intern of both solution quality and running time but also provide high quality solutions.