Neighborhood Finders (NF) determine nearest neighbors within a roadmap. More...
Classes | |
class | BruteForceNF< MPTraits > |
class | NeighborhoodFinderMethod< MPTraits > |
Modules | |
Neighborhood Finder Utilities | |
External data structures to help neighborhood finding algorithms. | |
Neighborhood Finders (NF) determine nearest neighbors within a roadmap.
A Neighborhood Finders (NF) is a key component to most sampling-based motion planning algorithms. Essentially, given an input configuration they return a set of "nearby" configurations. This can be done in an approximate fashion or with an exact computation. These are used in RRTs to find the nearest node, and by PRMs to determine a set of candidate edges for validation. The base method can be found in NeighborhoodFinderMethod.h.