mQO combines differentiable QUBO optimization with mutation-based resets and local search to outperform heuristics and solvers on large-scale combinatorial problems by addressing stalling in local maxima.
Oncharacterization of maximal independent sets via quadratic optimization.Journal of Heuristics
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.DM 1years
2026 1verdicts
UNVERDICTED 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
Mutation-Guided Differentiable Quadratic Combinatorial Optimization
mQO combines differentiable QUBO optimization with mutation-based resets and local search to outperform heuristics and solvers on large-scale combinatorial problems by addressing stalling in local maxima.