If x and y are strictly positive such that x + y = 1, then the minimum...
Explanation:
Given:
x and y are strictly positive such that x + y = 1
To Find:
Minimum value of x log x + y log y
Approach:
To find the minimum value of x log x + y log y, we can use the concept of weighted arithmetic mean and weighted geometric mean.
Weighted Arithmetic Mean (WAM):
Given two positive numbers a and b with weights p and q (p + q = 1), the weighted arithmetic mean is given by:
WAM = pa + qb
Weighted Geometric Mean (WGM):
Given two positive numbers a and b with weights p and q (p + q = 1), the weighted geometric mean is given by:
WGM = (a^p)(b^q)
Solution:
Given x + y = 1, we can consider x as 'a' and y as 'b' with weights x and y respectively.
Using WAM and WGM, we have:
x log x + y log y >= (x log x)(y log y)
= log[(x^x)(y^y)]
Using the given condition x + y = 1, we can rewrite the expression as:
log[(x^x)(y^y)] = log[x^x * (1 - x)^y]
Now, to find the minimum value, we can take the derivative of the expression with respect to x and set it to zero. Solving the derivative, we get the minimum value at x = 1/2.
Substitute x = 1/2 in the expression, we get:
x log x + y log y >= -(1/2) log (1/2) = -log 2
Therefore, the minimum value of x log x + y log y is -log 2, which corresponds to option B.
If x and y are strictly positive such that x + y = 1, then the minimum...
Explanation:
Given:
x + y = 1
x, y > 0
Objective:
Find the minimum value of x log x + y log y
Strategy:
To find the minimum value of the given expression, we can use the concept of weighted AM-GM inequality for logarithms.
Weighted AM-GM Inequality:
For strictly positive numbers a and b with weights p and q such that p + q = 1, the weighted arithmetic mean is greater than or equal to the weighted geometric mean, i.e.,
p * log a + q * log b >= log(a^p * b^q)
Application:
Given x + y = 1, we can rewrite it as x * 1/2 + y * 1/2 = 1/2.
Now, using the weighted AM-GM inequality with p = 1/2, q = 1/2, a = x, b = y, we have:
1/2 * log x + 1/2 * log y >= log(x^(1/2) * y^(1/2))
=> 1/2 * log x + 1/2 * log y >= log(sqrt(xy))
=> 1/2 * log x + 1/2 * log y >= log(sqrt(xy))
Further Simplification:
Since x + y = 1, we have sqrt(xy) <= 1/2="" (from="" am-gm="">=>
=> log(sqrt(xy)) <=>=>
=> log(sqrt(xy)) <= -log="">=>
=> 1/2 * log x + 1/2 * log y >= -log 2
=> x log x + y log y >= -2 log 2
Final Answer:
The minimum value of x log x + y log y is -log 2, which corresponds to option B.