Furthermore, the strategies of probabilistic search, nearest neighbor search and a goal guiding function are applied to enable the searching to be rapid and efficient.

This process becomes slightly more complicated with data standardization, probabilistic matching, or customized search and match rules. However, in all cases, consider the following points.

In research of path planning of fruit picking robot the probabilistic roadmap method is adopted to achieve on-line planning with heuristic search arithmetic.