Improved Chaotic Quantum-Behaved Particle Swarm Optimization Algorithm for Fuzzy Neural Network and Its Application

Table 7

Testing results of different models.

Networks	Training MSE	Training runtime (s)	Iterations	Testing MSE
ECL-TSFNN	7.6224e − 03	22.1163	100	5.4745e − 02
PSO-BP	1.9243e − 03	39.2283	100	9.6671e − 03
QPSO-TSFNN	6.0541e − 04	57.4561	100	4.3438e − 03
ICQPSO-TSFNN	9.6106e − 05	24.2267	19	8.5183e − 05