Vivek Srikumar
2013.
Abstract
The goal of this note is to show how inference with soft
constraints can be solved using an off-the-shelf ILP solver. We
will introduce soft constraints and then show how they can be
introduced into the inference problem using the same
representation as hard constraints. The note ends with examples
that works out the details of incorporating disjunctive and
equality soft constraints.
Links
- Link to paper
- See on Google Scholar
Bib Entry
@unpublished{SoftConstraintsILP, author = {V. Srikumar}, title = {{Soft Constraints in Integer Linear Programs}}, year = {2013} }