Derivative convex quadratic

In summary, a convex quadratic function is a type of mathematical function with a parabolic shape and a single global minimum point. Its derivative can be found using the power rule and represents the rate of change and slope of the tangent line. Due to its convex nature, it can only have one global minimum point and its convexity can be determined by its second derivative.
  • #1
justin_huang
13
0
[itex]\frac{d}{dx}f(x)=\frac{d}{dx}[ \frac{1}{2}x_{}^{T}Qx-b_{}^{T}x][/itex]

how to get this derivative, what is the answer? is there textbook describe it?
 
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  • #2
Please don't cross-post.
 

What is a convex quadratic function?

A convex quadratic function is a type of mathematical function that has a parabolic shape and satisfies the property of convexity. This means that the function always curves upward and has a single global minimum point.

How do you find the derivative of a convex quadratic function?

The derivative of a convex quadratic function can be found by using the power rule. First, multiply the coefficient of x in the quadratic term by 2, then subtract 1 from the exponent. The result is the derivative of the function.

What is the significance of the derivative of a convex quadratic function?

The derivative of a convex quadratic function represents the rate of change of the function at any given point. It can also be used to find the slope of the tangent line at a specific point on the curve.

Can a convex quadratic function have more than one global minimum point?

No, a convex quadratic function can only have one global minimum point due to its convex nature. This means that the function cannot curve downwards or have multiple valleys.

How is the convexity of a quadratic function determined?

The convexity of a quadratic function can be determined by examining its second derivative. If the second derivative is positive, the function is convex. If the second derivative is negative, the function is concave.

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