Constraint partitioning in penalty formulations for solving temporal planning problems

@article{Wah2006ConstraintPI,
  title={Constraint partitioning in penalty formulations for solving temporal planning problems},
  author={Benjamin W. Wah and Yixin Chen},
  journal={Artif. Intell.},
  year={2006},
  volume={170},
  pages={187-231}
}
In this paper, we study the partitioning of constraints in temporal planning problems formulated as mixed-integer nonlinear programming (MINLP) problems. Constraint partitioning is attractive because it leads to much easier subproblems, where each is a significant relaxation of the original problem. Moreover, each subproblem is very similar to the original problem and can be solved by any existing solver with little or no modification. Constraint partitioning, however, introduces global… CONTINUE READING
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