Complete the MAX_LinSpline function below. Please read the doctring carefully to make sure the inputs and outputs match the required number and types. (Hint, you do not need to strictly follow the algorithm (second one) above. Use np.max and np.argmax can help find c and d more easily.) In [2]:def MAX_LinSpline (f, le, re):Compute the maximum of f(x)-1(f,le,re;x)| on the interval [le,re],where 1 is a linear function that passes (le, f(le)) and (re, f(re)).Here, use ELEVEN points equally spaced between le and re (both inluded)to find the maximuminput:f: func, the function to be approximatedle: float, the left end of intervalre: float, the right end of intervalreturn:c: float, where the maximum occursd: float, the maximumreturn c, d 1.procedure MAX (f, a, b, c, d)2. k ← 103. h(B-a)/k4. for i = 0, 1,..., k doA. Zif(a+ih)5. end6. for i=1,2,..., k-1 doA. ZiZi (izk + (k-i)zo) /k|7. end8. d 09. for i=1,2,...,k - 1 doA. if zi > d thena.d + Zib. c+a+ihB. end if10. end11. return

In this question we have to write a MATLAB code for the given program description for completion of…

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