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Slides for Fuzzy Sets, Ch. 2 of Neuro-Fuzzy and Soft Computing

Slides for Fuzzy Sets, Ch. 2 of Neuro-Fuzzy and Soft Computing

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<strong>Neuro</strong>-<strong>Fuzzy</strong> <strong>and</strong> S<strong>of</strong>t <strong>Computing</strong>: <strong>Fuzzy</strong> <strong>Sets</strong><br />

System Identification: Introduction<br />

Purpose:<br />

• To predict a system’s behavior, as in time series<br />

prediction & weather <strong>for</strong>ecasting<br />

• To explain the interactions & relationships<br />

between inputs & outputs <strong>of</strong> a system<br />

• To design a controller based on the model <strong>of</strong> a<br />

system, as an aircraft or ship control<br />

• Simulate the system under control once the model<br />

is known<br />

5

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