Research Article

TLBO-Based Adaptive Neurofuzzy Controller for Mobile Robot Navigation in a Strange Environment

Table 3

Comparison of simulation results between the TLBO-based ANFIS controller and other techniques.

MethodsPath length (m)Travelling time (s)
Scenario 1Scenario 2Scenario 1Scenario 2

PSO-based ANFIS4.176.2320.8531.15
IWO-based ANFIS3.615.4618.0527.3
BBO-based ANFIS3.364.9216.824.6
TLBO-based ANFIS3,044.2815.221.4