Multilayer perceptron (MLP) for supervised learning, deep belief network- restricted Boltzmann machines (DBN-RBM) for unsupervised learning, and extended learning classifier system under reinforcement learning (RL)
Calculate root mean square error (RMSE) using MATLAB
XCS algorithm under RL methods outperforms the others
Based on their stretch profile over ICN, the technique finds the best routing path for delay-sensitive 5G-enabled TI. ISO strategy outperforms random routing by 33.69% and HARP by 33.33%
In comparison with the best-considered schemes, the proposed technique demonstrates a 15% increase in cache hit ratio, a 12% reduction in content retrieval delay, and a 28% reduction in average hop count