Prove the following: Theorem 1 If f (x, y) satisfies def ∆f = ∂2f ∂2f + = 0, ∂x2 ∂y 2 then the maximum of f over the rectangle R = {(x, y) : 0 ≤ x ≤ 1, 0 ≤ x ≤ 1} is achieved on the boundary of R. Follow the following steps: 1. ( +5% Exam2 bonus) Assume ∆f > 0. Prove that there are no local maxima inside the rectangle R. 2. ( +10% Exam2 bonus) Let ∆f = 0. Assume the contrary: there is a local maximum point (x0 , y0 ) inside, such that f (x0 , y0 ) > M (f ), where M (f ) is the maximum of f over the boundary of R. Find an ε so that g = f + ε (x − x0 )2 + (y − y0 )2 still satisfies g(x0 , y0 ) > M (g). Conclude that g has a local maximum inside R. Use part 1 to obtain a contradiction. Your solution must be well explained yet succinct and, above all, logically correct. Do not confuse “necessary” with “sufficient” conditions. 1