Module 13 :  Maxima, Minima and Saddle Points, Constrained maxima and minima
Lecture 39 :  Absolute maxima / minima [Section 39.1]
39.1.3 Theorem:
 

Let

(i)
Let assume its absolute maximum at a point Then, either at is a boundary point of or is a critical
point of in .
(ii)
Let assume its absolute minimum at a point Then, either is a boundary point of or is a critical
  point of in .
  Proof
  Suppose is not a boundary point of . Then, must assume its maximum at some interior point of Thus, is an interior point of If both and exist, then by theorem 37.1.3. In any case, is a critical point of . Similar arguments hold for .
   
 
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