Theoretical assignment Consider hyperbolic tangent function exp(x) – exp(-æ) exp(x)+ exp(-æ) tanh(x) = where a e [-2, 2]. Use 5 nodes to uniformly cut the interval [–2, 2] into 4 sub-intervals.

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 Based on these 5 nodes, use linear spline function to approximate f(x) =
tanh(x), x ∈ [−2, 2] . The specific liner splines for each subintervals are required.

**Theoretical Assignment**

Consider the hyperbolic tangent function:

\[
\tanh(x) = \frac{\exp(x) - \exp(-x)}{\exp(x) + \exp(-x)}
\]

where \( x \in [-2, 2] \). Use 5 nodes to uniformly cut the interval \([-2, 2]\) into 4 sub-intervals. 

### Explanation:

The hyperbolic tangent function, \(\tanh(x)\), is defined as the difference between the exponential of \(x\) and the exponential of \(-x\), divided by their sum. This function is often used in mathematical modeling and neural networks due to its properties.

The task involves dividing the interval from \(-2\) to \(2\) into 4 equal parts using 5 nodes, which means identifying points at equal distances along this interval to delineate the sub-intervals.
Transcribed Image Text:**Theoretical Assignment** Consider the hyperbolic tangent function: \[ \tanh(x) = \frac{\exp(x) - \exp(-x)}{\exp(x) + \exp(-x)} \] where \( x \in [-2, 2] \). Use 5 nodes to uniformly cut the interval \([-2, 2]\) into 4 sub-intervals. ### Explanation: The hyperbolic tangent function, \(\tanh(x)\), is defined as the difference between the exponential of \(x\) and the exponential of \(-x\), divided by their sum. This function is often used in mathematical modeling and neural networks due to its properties. The task involves dividing the interval from \(-2\) to \(2\) into 4 equal parts using 5 nodes, which means identifying points at equal distances along this interval to delineate the sub-intervals.
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