Math Problem Statement

Suppose that on the interval I, f(x) is positive and concave up. Furthermore, assume that f''(x) exists and let g(x) = (f(x))^2. Use this information to answer the following questions: a) f''(x) > 0 on I. b) g'(x) = 2(A^2 + B f''(x)), where A = f'(x) and B = f(x). c) g''(x) > 0 on I. d) g(x) is __ on I.

Solution

Let's break down the problem step by step based on the image you provided.

We are given the following information:

  • f(x)f(x) is positive and concave up on the interval II.
  • f(x)f''(x) exists, and g(x)=(f(x))2g(x) = (f(x))^2.

We are asked to choose from a list to answer specific questions about f(x)f(x), g(x)g(x), and their derivatives on the interval II. The choices are: CU (concave up), CD (concave down), f(x)f(x), f(x)f'(x), f(x)f''(x), 0, or 1.

a) f(x)>0f''(x) > 0 on II

Since we know that f(x)f(x) is concave up on II, this directly implies that f(x)>0f''(x) > 0 on II.

Answer for a): CU (concave up).

b) g(x)=2(A2+Bf(x))g'(x) = 2(A^2 + B f''(x)), where A=f(x)A = f'(x) and B=f(x)B = f(x)

First, we need to find g(x)g'(x), which is the derivative of g(x)=(f(x))2g(x) = (f(x))^2.

Using the chain rule: g(x)=2f(x)f(x)g'(x) = 2 f(x) f'(x) So, this simplifies to g(x)=2f(x)f(x)g'(x) = 2 f(x) f'(x). Now, we look at the information we have:

  • f(x)f(x) is positive.
  • f(x)f'(x) is likely positive because f(x)f(x) is increasing if concave up.

Thus, g(x)>0g'(x) > 0.

Answer for b): 0.

c) g(x)>0g''(x) > 0 on II

Now, we find g(x)g''(x), which is the derivative of g(x)=2f(x)f(x)g'(x) = 2 f(x) f'(x).

Using the product rule: g(x)=2(f(x)f(x)+f(x)f(x))=2((f(x))2+f(x)f(x))g''(x) = 2(f'(x) f'(x) + f(x) f''(x)) = 2((f'(x))^2 + f(x) f''(x)) Since f(x)>0f(x) > 0, f(x)0f'(x) \geq 0, and f(x)>0f''(x) > 0, we conclude that g(x)>0g''(x) > 0.

Answer for c): CU (concave up).

d) g(x)g(x) is __ on II

Given that g(x)=(f(x))2g(x) = (f(x))^2 and f(x)>0f(x) > 0, g(x)g(x) is increasing and concave up.

Answer for d): CU (concave up).


Do you need further clarification or additional details?

Here are 5 follow-up questions for practice:

  1. How does concavity relate to the second derivative?
  2. Can a function be concave up while its derivative is decreasing?
  3. What are the conditions for g(x)=0g'(x) = 0?
  4. How would the behavior change if f(x)f(x) were concave down?
  5. How can you determine inflection points from the second derivative?

Tip: When analyzing a function’s concavity, always look at the sign of the second derivative!

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Math Problem Analysis

Mathematical Concepts

Calculus
Concavity
Derivatives
Function Behavior

Formulas

f''(x) > 0 implies concave up
g'(x) = 2 f(x) f'(x) (product rule)
g''(x) = 2((f'(x))^2 + f(x) f''(x))

Theorems

Chain Rule
Product Rule for Derivatives
Concavity and Second Derivative Test

Suitable Grade Level

Undergraduate (Calculus I/II level)