2.13 Topics: Optimization problems Solutions 1. Find two positive numbers such that the product is 147 and the sum of the first number plus three times the second number is a minimum. Let the two positive numbers be x and y. PRIMARY EQUATION: m x 3 y SECONDARY EQUATION: xy 147 xy 147 y 147 x 441 147 m x 3y m x 3 m x x x x 0, 441 x 2 441 x 21 x 21 x2 x2 x2 The only critical number that is in the feasible domain is x 21 Note: The second derivative test shows this is indeed a minimum 882 882 m 0 3 3 m 21 x x m 1 Thus the answer to this question is the two numbers are x 21 y 147 147 7 x 21 2. Find two positive numbers such that the sum of the first number and twice the second number is 108 and the product is a maximum. Let the two positive numbers be x and y. PRIMARY EQUATION: P xy SECONDARY EQUATION: x 2 y 108 x 2 y 108 x 108 2 y P xy P 108 2 y y P 108 y 2 y 2 y 0,54 P 108 4 y 4 27 y The only critical number, 27, is indeed in the feasible domain and the second derivative test shows it is a maximum. P 4 P 27 So the two numbers we are looking for are y 27 x 108 2 y 108 2 27 54 3. Find the length and width of a rectangle with perimeter 80 meters whose area is a maximum. Let L and W be the length and width of the rectangle (see diagram) PRIMARY EQUATION: A LW SECONDARY EQUATION: 2L 2W 80 2 L 2W 80 L W 40 L 40 W W A LW A 40 W W A 40W W 2 W 0, 40 A 40 2W 2 20 W The only critical number, 20, is in the feasible domain and the second derivative test shows that it is a maximum. A 2 A 20 So the Length of the rectangle is 20 meters and the Width of the rectangle is 20 meters. (the rectangle is a square). L 4. Find the length and width of a rectangle with area 32 ft 2 and whose perimeter is a minimum. Let L and W be the length and width of the rectangle (see diagram) PRIMARY EQUATION: P 2L 2W SECONDARY EQUATION: LW 32 32 LW 32 L W 64 32 P 2 L 2W P 2 2W P 2W W W W W 0, L 2 64 2W 2 64 2 W 32 2 P W2 W2 W2 The only critical number that is in the feasible domain is W 32 4 2 and the second derivative test shows that there is indeed a minimum there. 128 P 3 P 4 2 W So the length and width that will give the minimum perimeter will be 32 32 W= 4 2 ft L = 4 2 ft W 4 2 P 1 5. Find the point on the graph of f x x 2 that is closest to the point 2, 2 1 Let x, y be the point on the graph of f x x 2 that is closest to the point 2, 2 1 We want to “minimize” the distance between x, y and 2, so the distance formula will 2 be our primary equation. Also note that a reasonable feasible domain will be y f(x)=x^2 Series 1 6.5 x 0, 2 look at the picture to see why this is reasonable. 6 5.5 Primary Equation: d x 2 2 1 y 2 2 5 Secondary Equation: y x 2 4.5 4 3.5 2 1 17 x2 d x4 4x 2 4 because d is smallest when the expression inside the radical is smallest we only d x 2 3 2 2.5 2 1.5 1 17 need to find the critical numbers of f x x 4 x 4 3 3 2 f x 4 x 4 4 x 1 4 x 1 x x 1 4 the only REAL critical number is at x = 1 (note this is in our feasible region 0, 2 ) Using the Extreme Value Theorem... 17 5 7 d 1 d 2 2 2 2 So we see the distance is minimized when x = 1. So the closest point on y x 2 d 0 1 to the point 2, is the point 1,1 . 2 0.5 x -2 -1.5 -1 -0.5 0.5 -0.5 1 1.5 2 6. Find the point on the graph of f x x that is closest to the point 4,0 We will use a similar approach on this problem that we did on the previous one. Let x, y be the point on the function f x x that is closest to the point f(x)=x^(.5) Series 1 4,0 . 4 x 4 Primary Equation: d d y 4.5 x 4 2 y 0 2 2 y 0 d 2 x 4 Secondary Equation: y x 2 x 0 3.5 3 2.5 2 d x 2 7 x 16 2 A feasible domain for x will be x 0,5 see the diagram to convince yourself of this. 1.5 Minimizing the radicand will be the same as minimizing d (see last problem explanation). 1 0.5 x -0.5 0.5 1 1.5 2 2.5 3 3.5 4 4.5 -0.5 f x x 2 7 x 16 f x 2 x 7 So the only critical number is x 7 2 Note: this is in our feasible domain. d 0 4 7 d 1.9365 2 d 5 6 So by the Exteme Value Theorem we can see the minimum distance will occur when x = 7 2 7 7 So the point on the graph of y x that is closest to the point 4, 0 will be , 2 2 7. A farmer plans to fence a rectangular pasture adjacent to a river. The pasture must contain 245,000 m 2 in order to provide enough grass for the herd. What dimensions will require the least amount of fencing if no fencing is required along the river? PRIMARY EQUATION: P x 2 y SECONDARY EQUATION: xy 245000 RIVER 245000 y 245000 P x 2y P 2y y xy 245000 x Y Y X A feasible domain for y is y 0, . P P 245000 245000 2 y 2 2 P 2 y y2 P 2 y 2 122500 y2 2 y 350 y 350 y2 The only critical number that is in our feasible domain is 350. The second derivative test shows this to be a maximum. P 490000 y3 P 350 So the dimensions of the rectangular pasture should be y = 350m and x 245000 245000 700m y 350 8. A rectangle is bounded by the x-axis and the semicircle y 25 x 2 . What length and width should the rectangle have so that its area is a maximum? Primary Equation: A 2 xy A 2 xy 5 x, y Secondary Equation: y 25 x 2 A 2 x 25 x 2 A feasible domain for x will be x 0,5 Look at the picture to see why. A 2 x 25 x 2 1 1 1 1 A 2 x 25 x 2 2 2 x 25 x 2 2 1 2 25 x 2 2 x 2 25 x 2 2 -5 5 A 2 2 x 2 25 25 x 2 25 5 5 2 3.54 2 2 2 The first derivative test will show this yeilds a maximum (note in this case it is easier to do the first derivative test than to do the second derivative test). The only critical number in our feasible domain is x 5 2 0, 2 test # 1 sign of A + 5 2 ,5 2 4 So the length of the rectangle (2x) should be 5 2 and the width (y) should be 2 2 5 2 5 2 100 50 50 5 2 y 25 x 25 25 4 4 4 2 2 2 2 9. The sum of the perimeters of an equilateral triangle and a square is 10. Find the dimensions of the triangle and the square that produce a minimum area. Perimeter of the square = 4x Perimeter of the equilateral triangle = 3y Primary Equation: A = area of the square + area of the triangle (the height of the triangle can be found by dropping a perpendicular line from the upper vertex and using the Pythagorean theorem you will find height = x 3 y .) 2 y x 1 3 Secondary Equation: 4 x 3 y 10 y y 2 2 10 3 y 4 x 3 y 10 x 4 2 2 10 3 y 3 y2 1 3 10 3 y 1 3 A y y y A A x 2 y 4 16 2 2 4 2 2 10 A feasible domain for y will be y 0, 3 Primary Equation: A x 2 A 30 3 1 10 3 y 3 y setting A 0 we can find the only critical number y 2 8 94 3 30 10 25 3 4.81 A 2.719 A 9 3 94 3 So by the extreme value theorem we can conclude that the area will be a minimum when the A 0 25 6.25 4 sides of the equilateral triangle are each y 30 94 3 and the sides of the square are each 30 90 90 94 3 10 3 10 10 10 9 4 3 90 10 3 10 3 y 94 3 3 4 9 3 4 9 1 x 4 4 4 4 4 3 9 94 3 4 94 3 1 y y