Real numbers a , b , c , and d are such that b a + 3 ln a = 2 c d − 3 = 1 .
Find the minimum value of ( a − c ) 2 + ( b − d ) 2 .
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Let f ( a , b , c , d ) = ( a − c ) 2 + ( b − d ) 2 , g 1 ( a , b , c , d ) = a + 3 ln a − b , g 2 ( a , b , c , d ) = d − 2 c .
Using Lagrange multipliers,
∇
f
(
2
(
a
−
c
)
,
2
(
b
−
d
)
,
−
2
(
a
−
c
)
,
−
2
(
b
−
d
)
)
1
+
a
3
2
(
a
−
c
)
a
−
c
=
λ
1
∇
g
1
+
λ
2
∇
g
2
=
λ
1
(
1
+
a
3
,
−
1
,
0
,
0
)
+
λ
2
(
0
,
0
,
−
2
,
1
)
=
−
2
(
b
−
d
)
=
−
2
(
b
−
d
)
We also have
d
−
3
=
2
c
and
a
+
3
ln
a
=
b
.
If the stationary point found was a saddle point, then min ( f ) = − ∞ which is impossible. The stationary point also can't be a maximum, since a and c don't depend on each other so ( a − c ) 2 can be as large as we want. Thus, the stationary point must be a minimum, and solving the last 4 equations for a , b , c , d we find min ( f ) = 5 9 ( 2 − ln 3 ) 2 ≈ 1 . 4 6 2 4 9 9 6 5 1 0 5 2 2 5 8 .
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After some simplification, the given expression becomes (a-c) ^2+(a+3ln(a)-2c-3)^2. Differentiating partially with respect to a and c, and equating to zero we get a=3. The value of the expression then becomes (c-3)^2+(3ln3-2c)^2. This attains a minimum value of 1.8(ln3-2)^2=1.462499651052258