Research Article

An Improved Method of Particle Swarm Optimization for Path Planning of Mobile Robot

Table 5

The second comparison of path length of five algorithms in the complex environment.

AlgorithmLongest pathShortest pathAverage pathAverage time (s)

PSO25.6613.5915.3011.14
RandWPSO28.8613.0713.7615.07
TFPSO25.6213.1214.4116.42
NCFPSO23.4113.0413.6711.07
IPSO21.7212.8412.9610.00