Think geometrically !

Geometry Level 3

a a , b b and c c are real numbers satisfying 3 a + 2 b + c = 7 3a + 2b + c = 7 . Find the minimum value of

a 2 + b 2 + c 2 . \large a^2 + b^2 + c^2.


The answer is 3.5.

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4 solutions

Vaibhav Thakkar
Apr 11, 2017

Consider a plane 3 x + 2 y + z = 7 3x + 2y + z =7 , And ( a , b , c ) (a,b,c) be any point lying on it . So we have to find the square of the minimum distance of the plane from the origin.

Which is equal to ( 7 / 14 ) 2 (7/√14)^{2} = 7 / 2 = 3.5 7/2 = 3.5

short and simple solution. Up voted.

Niranjan Khanderia - 2 years, 10 months ago
Chew-Seong Cheong
Apr 11, 2017

Using Cauchy-Schwarz inequality :

( 3 a + 2 b + c ) 2 ( 3 2 + 2 2 + 1 2 ) ( a 2 + b 2 + c 2 ) 7 2 14 ( a 2 + b 2 + c 2 ) a 2 + b 2 + c 2 7 2 = 3.5 \begin{aligned} (3a+2b+c)^2 & \le (3^2+2^2+1^2) (a^2+b^2+c^2) \\ 7^2 &\le 14 (a^2+b^2+c^2) \\ \implies a^2+b^2+c^2 & \ge \frac 72 = \boxed{3.5} \end{aligned}

Did the exact same thing

Sergi Mlg Sabat - 4 years, 2 months ago

Awesome!!!!

Shubham Yadav - 4 years, 2 months ago
Prakhar Bindal
Apr 11, 2017

Let i,j,k be three Non coplanar unit vectors along x,y,z axis.

Consider two vectors

A = ai+bj+ck

B = 3i+2j+k

Taking dot product

A.B = 3a+2b+c = 7

We know that A.B = mod(A).mod(B).cos(x)

where x is angle between A And B

We need to minimise mod B hence we take cosx = 1

Doing this we get required answer

Essentially a proof of Cauchy-Schwarz! +1

Harsh Shrivastava - 4 years, 1 month ago
Tom Engelsman
Apr 11, 2017

Using Lagrange Multipliers, let f ( a , b , c ) = a 2 + b 2 + c 2 f(a,b,c) = a^2 + b^2 + c^2 and g ( a , b , c ) = 3 a + 2 b + c = 7 g(a,b,c) = 3a + 2b + c = 7 such that g r a d ( f ) = λ g r a d ( g ) . grad(f) = \lambda \cdot grad(g). This yields the system:

2 a = λ 3 ; 2a = \lambda \cdot 3;

2 b = λ 2 ; 2b = \lambda \cdot 2;

2 c = λ 1 ; 2c = \lambda \cdot 1;

or b = 2 a 3 , c = c 3 3 a + 2 ( 2 a 3 ) + a 3 = 7 a = 3 2 , b = 1 , c = 1 2 . b = \frac{2a}{3}, c = \frac{c}{3} \Rightarrow 3a + 2(\frac{2a}{3}) + \frac{a}{3} = 7 \Rightarrow a = \frac{3}{2}, b = 1, c =\frac{1}{2}.

Now the Hessian matrix of f ( a , b , c ) f(a,b,c) , F ( a , b , c ) F(a,b,c) , is just F = 2 I 3 x 3 F = 2 \cdot I_{3x3} (where I 3 x 3 I_{3x3} is the 3x3 identity matrix), which is positive-definite for all ( a , b , c ) (a,b,c) . Hence the minimum value is f ( 3 2 , 1 , 1 2 ) = ( 3 2 ) 2 + 1 2 + ( 1 2 ) 2 = 7 2 . f(\frac{3}{2}, 1, \frac{1}{2}) = (\frac{3}{2})^2 + 1^2 + (\frac{1}{2})^2 = \boxed{\frac{7}{2}}.

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