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Problem 27

Find the linear approximation of $$f(x, y)=\ln \left(x^{2}-3 y\right)$$ at \((1,0)\), and use it to approximate \(f(1.1,0.1)\). Using a calculator, compare the approximation with the exact value of \(f(1.1,0.1)\).

Problem 27

Compute the directional derivative of \(f(x, y)\) at the given point in the indicated direction. $$ f(x, y)=e^{x+y} \text { at }(0,0) \text { in the direction }\left[\begin{array}{l} -1 \\ -1 \end{array}\right] $$

Problem 27

Show that the equilibrium \(\left[\begin{array}{l}0 \\ 0\end{array}\right]\) of $$ \begin{array}{l} x_{1}(t+1)=\frac{x_{2}(t)}{4\left(1+x_{1}^{2}(t)\right)} \\ x_{2}(t+1)=\frac{2 x_{1}(t)}{1+x_{2}^{2}(t)} \end{array} $$ is locally stable.

Problem 27

Suppose crop yield \(Y\) depends on nitrogen \((\mathrm{N})\) and phosphorus (P) concentrations as $$ Y(N, P)=N P e^{-(N+P)} $$ Find the value of \((N, P)\) that maximizes crop yield.

Problem 27

(a) Write $$ h(x, y)=\sin \left(x^{2}+y^{2}\right) $$ as a composition of two functions. (b) For which values of \((x, y)\) is \(h(x, y)\) continuous?

Problem 28

Choose three numbers \(x, y\), and \(z\) so that their sum is equal to 60 and their product is maximal.

Problem 28

Show that the equilibrium \(\left[\begin{array}{l}0 \\ 0\end{array}\right]\) of $$ \begin{array}{l} x_{1}(t+1)=\frac{3 x_{2}(t)}{1+x_{1}^{2}(t)} \\ x_{2}(t+1)=\frac{2 x_{1}(t)}{1+x_{2}^{2}(t)} \end{array} $$ is unstable.

Problem 28

(a) Write $$ h(x, y)=\sqrt{x+y} $$ as a composition of two functions.

Problem 28

Find the linear approximation of $$f(x, y)=\tan \left(2 x-3 y^{2}\right)$$ at \((0,0)\), and use it to approximate \(f(0.03,0.05) .\) Using a calculator, compare the approximation with the exact value of \(f(0.03,0.05).\)

Problem 28

Compute the directional derivative of \(f(x, y)\) at the given point in the indicated direction. $$ f(x, y)=x^{3} y^{2} \text { at }(2,3) \text { in the direction }\left[\begin{array}{r} -2 \\ 1 \end{array}\right] $$

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