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. 2023 Nov 3;17:1268447. doi: 10.3389/fnbot.2023.1268447

Table 3.

The efficiency comparison of some algorithms.

Algorithms Improvement strategy Planning time Reduction rate of sampling points
S-RRT (Wei and Ren, 2018) Target-Biased 80.32% 77.11%
Improved RRT (Xia et al., 2022) Heuristic sampling strategy 97.87% 97.69%
Variable Step-RRT* (Liu et al., 2020) Target-Biased + variable probability + obstacle density 49.34% 40.52%

The symbol * represents a special flag for an improved RRT algorithm, which is a specific sign.