Answer
a)
S=0.03x2+0.0127y2+0.0615xy
b) S=£203,800
Workings
Since a general Sales function is provided, the best approach to the problem is to substitute the given values of x and y into the general function to produce a system of equations. The equation system is then solved simultaneously to obtain the values of constants a, b and c.
It is given that when x = 500, and y = 1,000, Sales = £50,950.
Therefore,
£50,950 = a(500)2+b(1,000)2+c(500)(1,000)
£50,950 = 250,000a + 1,000,000b + 500,000c
Dividing the equation by 1,000 to reduce it will give:
£50.95=250a+1,000b+500c−−−equation1
Also, when x = 1,500; b = 2,500 and Sales = £377,500
Thus,
£377,500 = a(1,500)2+b(2,500)2−c(1,500)(2,500)
£377,500 = 2,250,000a + 6,250,000b + 3,750,000c
Dividing the equation by 1,000 to reduce it gives:
£377.50=2,250a+6,250b+3,750c−−−equation2
Also, Sales = £603,300 when x = 2,000 and y = 3,000
So,
£603,300 = a(2,000)2+b(3,000)2+c(2,000)(3,000)
£603,300 = 4,000,000a + 9,000,000b + 6,000,000c
Reducing the equation by dividing it by 1,000 produces:
£603.30=4,000a+9,000b+6,000c−−−equation3
Solving the system of equations
Multiplying equation 1 by 9 gives:
£458.55=2,250a+9,000b+4,500c−−−equation4
Subtracting equation 2 from equation 4
£458.55 = 2,250a + 9,000b + 4,500c
-(£377.50 = 2,250a + 6,250b + 3,750c)
=> 2,750b+750c=£81.05−−−equation5
Multiplying equation 1 by 16 gives:
4,000a+16,000b+8,000c=£815.20−−−equation6
Subtracting equation 3 from equation 6:
4,000a + 16,000b + 8,000c = £815.20
-(4,000a + 9,000b + 6,000c = £603.30)
=> 7,000b+2,000c=£211.90−−−equation7
Utilizing equations 7 and 5:
7,333.333333b+2,000c=£216.13−−−equation5 ×38
−(7,000b+2,000c=£211.90)−−−equation7 ×1
=> 333.333333b=4.233333
=> b=333.3333334.233333333
=> b=0.0127
Substituting 0.0127 for b in equation 7:
7,000(0.0127) + 2,000c = 211.90
=> c=2,000211.90−88.90
=> c=2,000123
=> c=0.0615
Substituting values of b and c in equation 1:
250a + 1,000(0.0127) +500(0.0615) = £50.95
=>a=25050.95−12.7−30.75
=>a=2507.50
=>a=0.03
Substituting values of a, b and of c into the general function gives:
S=0.03x2+0.0127y2+0.0615xy
b) When x = 1,000 and y = 2,000
S=0.03(1,000)2+0.0127(2,000)2+0.0615(1,000×2,000)
S=30,000+50,800+123,000
S=£203,800
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