Highlights Conference 2020 Conference Abstract
Path search in weighted directed graphs is a fundamental and widely studied algorithmic problem. While it is typical to consider the problem of optimizing the weight of a path between two given points, in practical applications such paths may be subjected to some weight constraints to model resource bounds or broken links in networks. In this talk we consider path problems subject to: (1) Lower-bound constraints requiring that the accumulated weight along a path is always above a bound. As an example, one might require that the energy level along the path is always nonnegative. (2) Equality constraints that allow some vertices to be used only if the accumulated weight is equal to a guard. For instance, an equality constraint on a target point allows to control the exact amount of energy used. (3) Disequality constraints that forbid access to some vertices if the accumulated weight is equal to a guard. This type of constraints helps modeling broken links or flooded paths. The complexity of a path search problem in weighted graphs depends on the combination of constraints that is allowed. The problem is in NC if only lower-bound constraints are allowed(i. e. , as in the counters of a VASS) [Almagoretall, 2019]. It becomes NP-complete if in addition equality constraints are allowed [Haaseetall, 2009], and PSPACE-complete if arbitrary inequality constraints are allowed. The reachability problem with inequality constraints has indeed been related to timed automata and used to resolve a longstanding open question about reachability in that setting [Fearnleyetall, 2013]. An outstanding open problem is the case of path search with lower-bound, equality and disequality constraints. In this case the problem is known to lie between NP and PSPACE. In this talk we show that the problem remains in NP in the case of a single disequality constraint. We conjecture that the problem is in NP in the case of a fixed number k of disequality tests and are working to generalize the above-mentioned proof. This undergoing work is in collaboration with Mahsa Shirmohammadi.