Let be the set of all twice differentiable functions from to such that for all . For , let be the number of points for which . Then, which of the following statements is (are) true? (a) There exists a function such that (b) For every function , we have (c) There exists a function such that (d) There does not exist any function such that
Detailed Explanation
1. Turning the problem into a standard form
Take Because the function is strictly convex in .
2. Geometry of a strictly convex curve
For any strictly convex on an interval:
- The graph lies below the straight line joining any two points on it.
- Therefore, if has two distinct zeros, say at and with , then
- A strictly convex function cannot have more than two real zeros in a connected interval; three would contradict the property in (2).
3. Consequences for the number of fixed points
Because the fixed points of are precisely the zeros of :
- Upper bound:
- Possibilities: can be .
4. Constructing explicit examples
- :
Then so no fixed points. - :
Here which vanishes only at inside . - :
Then giving zeros at . All examples satisfy within .
5. Verifying the options
- (a) True – example 1.
- (b) True – proven upper bound .
- (c) True – example 3.
- (d) False – example 2 contradicts it.
Simple Explanation (ELI5)
What is the question?
We are looking at very smooth curves on the number line such that the curve always bends upwards between and .
What do we count?
We count how many times that curve meets the diagonal line inside the window . Every meeting point is called a "fixed point" because there .
Why does the curve always bend up?
Because in . A positive second derivative means the curve is strictly convex – picture a bowl that always opens upward.
Important facts of a bowl-shaped curve minus the diagonal
Define another curve . Because and , we have
So is also strictly convex.
A strictly convex curve can:
- cross the -axis zero, one, or two times (never three or more). Think of a smile that may stay above the axis, touch it once at its lowest dip, or cut it twice.
What the choices really ask
- (a) Is a bowl that never touches the diagonal possible? (Yes.)
- (b) Can we ever get 3 or more touch points? (No.)
- (c) Can we design a curve that touches exactly twice? (Yes.)
- (d) Is it impossible to touch exactly once? (No, it is possible.)
So the correct statements are (a), (b), (c).
Step-by-Step Solution
Step 1: Reformulate with
So is strictly convex.
Step 2: Prove an upper bound on zeros of a strictly convex function
Assume, for contradiction, that has three distinct zeros in . By convexity, which contradicts because the curve would cross the axis more than twice. Hence This proves statement (b).
Step 3: Produce explicit examples
-
No fixed point
Choose
Then
Hence (a) is true. -
Exactly two fixed points
Choose
Here so zeros at . Therefore , proving (c) is true. -
Exactly one fixed point exists, so statement (d) is false
Take
Then vanishes only at in , giving . Hence (d) is false.
Step 4: Final verdict
True statements: (a), (b), (c) False statement: (d)
Examples
Example 1
Parabolic mirrors rely on strict convexity to focus light; they never intersect a straight line more than twice in a small region.
Example 2
Cost functions in economics are often convex; their difference with linear pricing shows how many equilibrium points (fixed points) the market can have.
Example 3
In optimization, strictly convex loss functions guarantee at most one minimizer, similar to how our g(x) has limited zeros.
Visual Representation
References
- [1]Titu Andreescu & Dorin Andrica – "An Introduction to Mathematical Olympiad Problems" (chapter on convexity)
- [2]Terence Tao – Blog posts on convexity and fixed-point theorems
- [3]Nicolas Bourbaki – "Functions of a Real Variable" for formal treatment of convex functions
- [4]Art of Problem Solving community threads on convex functions intersecting lines