A Network Traffic Prediction Model Based on Quantum-Behaved Particle Swarm Optimization Algorithm and Fuzzy Wavelet Neural Network

<table class="figure-group"><tr class="fig-image" id="a"><td><object data="https://static-preview.hindawi.com/articles/ddns/volume-2016/4135056/figures/4135056.fig.005a.svgz" name="4135056.fig.005a" type="image/svg+xml"></object></td></tr><tr class="fig-caption"><td><b>(a) </b>The predicted results with QPSO-FWNN method</td></tr><tr class="fig-image" id="b"><td><object data="https://static-preview.hindawi.com/articles/ddns/volume-2016/4135056/figures/4135056.fig.005b.svgz" name="4135056.fig.005b" type="image/svg+xml"></object></td></tr><tr class="fig-caption"><td><b>(b) </b>The error between the actual value and its predicted value</td></tr></table>

<div>Prediction with QPSO-FWNN model.</div>

Discrete Dynamics in Nature and Society

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Figure 5

Figure 5: A Network Traffic Prediction Model Based on Quantum-Behaved Particle Swarm Optimization Algorithm and Fuzzy Wavelet Neural Network 