Approximate Inference in Logical Credal Networks
Radu Marinescu, Haifeng Qian, et al.
IJCAI 2023
We study the maximum node-weighted induced bipartite subgraph problem in planar graphs with maximum degree three. We show that this is polynomially solvable. It was shown in Choi, Nakajima, and Rim [SIAM J. Discrete Math., 2 (1989), pp. 38{47] that it is NP-complete if the maximum degree is four. We extend these ideas to the problem of balancing signed graphs. We also consider maximum weighted induced acyclic subgraphs of planar directed graphs. If the maximum degree is three, it is easily shown that this is polynomially solvable. We show that for planar graphs with maximum degree four the same problem is NP-complete.
Radu Marinescu, Haifeng Qian, et al.
IJCAI 2023
Francisco Barahona
Operations Research Letters
Mourad Baiou, Francisco Barahona
Mathematical Programming
Francisco Barahona
SIAM Journal on Optimization