Specify function given certain constraints

In summary, F is a differentiable function that measures the difference between the rows of a 2x2 matrix and is maximized when the rows are different and minimized when they are equal.
  • #1
noowutah
57
3
Let [itex]F:V\rightarrow{}\mathbb{R}^{+}_{0}[/itex] be a differentiable function. [itex]V[/itex] is the set of all positive real-valued [itex]2\times{}2[/itex] matrices, so

[tex]
V=\left\{\left[
\begin{array}{cc}
a & b \\
c & d \\
\end{array}\right]\mbox{ with }a,b,c,d\in\mathbb{R}^{+}\right\}
[/tex]

Here are the two constraints for [itex]F[/itex]:

(1) [itex]F\left(\left[
\begin{array}{cc}
a & b \\
c & d \\
\end{array}\right]\right)=0[/itex] if and only if [itex]\left(
\begin{array}{cc}
a & b \\
\end{array}\right)=\left(
\begin{array}{cc}
c & d \\
\end{array}\right)[/itex]

(2) and the following:

[tex]
\begin{array}{rlc}
\displaystyle\frac{\partial{}F}{\partial{}a{}}\left(\left[\begin{array}{cc}
\frac{b{}-1}{d{}-1}c{} & b \\
c & d \\
\end{array}\right]
\right)&=&0 \\
\displaystyle\frac{\partial{}F}{\partial{}b{}}\left(\left[\begin{array}{cc}
a & \frac{a{}-1}{c{}-1}d{} \\
c & d \\
\end{array}\right]
\right)&=&0 \\
\displaystyle\frac{\partial{}F}{\partial{}c{}}\left(\left[\begin{array}{cc}
a & b \\
\frac{d{}-1}{b{}-1}a{} & d \\
\end{array}\right]
\right)&=&0 \\
\displaystyle\frac{\partial{}F}{\partial{}d{}}\left(\left[\begin{array}{cc}
a & b \\
c & \frac{c{}-1}{a{}-1}b{} \\
\end{array}\right]
\right)&=&0 \\
\end{array}
[/tex]

What can I tell about [itex]F[/itex]?
 
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  • #2
From the two constraints for F, we can conclude that F is a function of the matrix elements that is zero when the two rows of the matrix are equal. This implies that F is a measure of the difference between the two rows of the matrix, and its derivative with respect to the individual matrix elements is zero when the two rows are equal. This means that F is a function that is maximized when the two rows of the matrix are different and minimized when they are equal.
 

FAQ: Specify function given certain constraints

What is the purpose of specifying a function given certain constraints?

The purpose of specifying a function given certain constraints is to define a mathematical relationship between two or more variables that is subject to specific conditions or limitations. This allows for a more precise and focused understanding of the function and its behavior.

What are some common constraints that may be specified in a function?

Common constraints that may be specified in a function include limits on the domain or range of the function, restrictions on the type or values of the variables, and requirements for the function to satisfy certain equations or inequalities.

How do constraints affect the shape and behavior of a function?

The constraints specified in a function can greatly affect its shape and behavior. For example, constraints on the domain or range may result in a function with a limited or discontinuous graph, while constraints on the variables may alter the slope or curvature of the function.

What strategies can be used to find a function that satisfies given constraints?

One strategy is to use algebraic manipulation and substitution to solve for the function's unknown coefficients or parameters. Another approach is to use graphical methods, such as plotting points or using transformations, to find a suitable function.

How can specifying a function with constraints be useful in real-world applications?

Specifying a function with constraints can be useful in many real-world situations, such as modeling physical or biological systems, optimizing processes or designs, and predicting outcomes based on specific conditions. It can also help to identify limitations or boundaries in a system and inform decision-making processes.

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