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12 Jan 2010 10:13:17 IST
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3a-4b+45=0.minimize a^2 +b^2.ANYONE HAS OTHER METHOD THAN SOLVING FOR a or b AND THEN USING DERIVATI
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3a-4b+45=0.minimize a^2 +b^2.ANYONE HAS OTHER METHOD THAN SOLVING FOR a or b AND THEN USING DERIVATIVE TEST? PLEASE REPLY.


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Yagyadutt Mishra's Avatar

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Joined: 19 Feb 2009
Posts: 1984
12 Jan 2010 12:56:01 IST
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 Yes without using derivative also you can solve it........

 

Method is called as  Langrange multiplier....

You will study about it in detail in ur first sem............

 

If f(x,y) is to minimize or maximize....under the condition of g(x,y) = C............then we just write an equation like this..

 

f(x,y) + K (g(x,y) - c) = H(x.y)

 

Now by theorwm..............dH(x,y)/dx = 0

 

dH(x,y)/dy = 0

 

and dH(x,y)/dK = 0

 

By the help of these three equation you calculate all the critical points where f(x,y) give aximum or minimum......

 

 

For your case f(x,y) = x^2 + y^2

 

g(x,y) = 3x-4y

 

and c = -45

 

So equation will be

 

H(x,y) = x^2 + y^2 +K {3x-4y + 45} 

 

dH(x,y)/dx = 2x + 3K = 0   or   x = -3K/2 ----------(1)

 

dH(x,y)/dy = 2y - 4K = 0  or y = 2K -----------(2)

 

dH(x,y)/dK = 3x -4y +45 = 0

 

so  3x - 4y +45 = 0

 

from (1) and (2)   -9K/2 -8K +45 = 0

 

-25K = -90

 

K = 90/25  = 18/5...0btain x and y from (1) and (2)

 

hence you got x and y..........so you have the extreme value of f(x,y)

Hari Shankar's Avatar

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Joined: 28 Feb 2007
Posts: 2173
12 Jan 2010 15:40:51 IST
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 Two more methods

 

1.  Interpret this geometrically. If you write x,y for a and b, the problem is minimize x^2+y^2 given that 

3x-4y+45=0

 

In other words find the shortest distance from origin of a point (x,y) lying on the line 

3x-4y+45=0

 

This is obviously (or u can use Triangle Inequality and prove) the perpendicular distance from origin (0,0) to this line.

 

This is rac{45}{sqrt{3^2+4^2}} = 9 and hence the minimum value of x^2+y^2 is 81.

 

2. You can use Cauchy Schwarz Inequality

 

(3^2+4^2)(a^2+(-b)^2) ge (3a-4b)^2 = 45^2 Rightarrow a^2+b^2 ge rac{2025}{25} = 81




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