ENTITY
Mixed-Integer Linear Programs
Mixed-Integer Linear Programs
PulseAugur coverage of Mixed-Integer Linear Programs — every cluster mentioning Mixed-Integer Linear Programs across labs, papers, and developer communities, ranked by signal.
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Graph Transformers for MILPs Limited by 1-WL Test, Study Finds
A new paper characterizes the expressive power of global-attention graph transformers used for mixed-integer linear programs (MILPs). The research proves that these models, including architectures like Graphormer and Se…
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ML guides primal heuristics for complex mixed binary quadratic programs
Researchers have developed new machine learning-guided primal heuristics to tackle Mixed Binary Quadratic Programs (MBQPs), a complex class of optimization problems. This work introduces a novel neural network architect…