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Find all critical points of the following functions. \(f(x, y)=x^{3} / 3-y^{3} / 3+3 x y\)

Short Answer

Expert verified
Answer: The critical point for this function is (0, 0).

Step by step solution

01

Finding Partial Derivatives

Find the partial derivatives of the function with respect to \(x\) and \(y\). The partial derivative of \(f(x, y)\) with respect to \(x\) is written as \(f_x\), and similarly, the partial derivative of \(f(x, y)\) with respect to y is written as \(f_y\). We'll differentiate \(f(x, y)\) with respect to each variable. \(f_x(x, y) = \frac{\partial}{\partial x} \left( \frac{x^3}{3} - \frac{y^3}{3} + 3xy \right) = x^2 + 3y\) \(f_y(x, y) = \frac{\partial}{\partial y} \left( \frac{x^3}{3} - \frac{y^3}{3} + 3xy \right) = -y^2 + 3x\)
02

Setting Partial Derivatives to Zero

Now, we'll set both partial derivatives to zero and find the points where both partial derivatives are zero. \(f_x(x, y) = x^2 + 3y = 0\) \(f_y(x, y) = -y^2 + 3x = 0\)
03

Solving the System of Equations

We now have a system of two non-linear equations. To find the critical points, we'll solve the system of equations. From \(f_y(x, y) = -y^2 + 3x = 0\), we get \(y^2 = 3x\). Now, substitute \(3x = y^2\) into the first equation, \(f_x(x, y) = x^2 + 3y = 0\): \(x^2 + 3(\sqrt{3x}) = 0\) To solve this equation, we need to consider two cases: 1. \(x = 0\) In this case, \(y^2 = 3x = 0 \Rightarrow y = 0\) So, one critical point is \((0, 0)\). 2. \(x \neq 0\) In this case, we can use the substitution \(y^2 = 3x\): \(x^2 + 3(3x) = 0\) \(x(x + 9) = 0\) As we already found the solution for \(x = 0\), we now consider: \(x + 9 = 0 \Rightarrow x = -9\) Now, substituting this back into \(y^2 = 3x\), we get: \(y^2 = 3(-9) \Rightarrow y^2 = -27\) Since \(y^2\) cannot be negative, no critical points are found for this case.
04

Conclusion

The only critical point for the function \(f(x, y) = \frac{x^3}{3} - \frac{y^3}{3} + 3xy\) is \((0, 0)\).

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Key Concepts

These are the key concepts you need to understand to accurately answer the question.

Partial Derivatives
Partial derivatives are a fundamental concept in multivariable calculus. They represent the rate of change of a function with respect to one of its variables, treating all other variables as constants.
For the given function, we have two variables, \(x\) and \(y\). Calculating partial derivatives involves differentiating the function with respect to each variable separately.
To find \(f_x(x, y)\), we differentiate with respect to \(x\), treating \(y\) as a constant. Similarly, to find \(f_y(x, y)\), we differentiate with respect to \(y\), treating \(x\) as a constant.
  • For \(f_x(x, y) = \frac{x^3}{3} - \frac{y^3}{3} + 3xy\), the derivative is \(x^2 + 3y\).
  • For \(f_y(x, y)\), differentiating gives us \(-y^2 + 3x\).
These partial derivatives help us find points where the function changes direction or has a flat tangent plane, known as critical points.
System of Equations
A system of equations consists of multiple equations that share common variables. Solving a system involves finding values for the variables that satisfy all the equations simultaneously.
In our exercise, we arrive at a system of two equations from setting partial derivatives to zero:
  • \(f_x(x, y) = x^2 + 3y = 0\)
  • \(f_y(x, y) = -y^2 + 3x = 0\)
This system represents conditions where the gradient vector is zero, indicating potential critical points.
To solve this system, we express one variable in terms of another from one equation and substitute it into the other. This approach reduces our system to a single equation, making it easier to find solutions.
In this case, solving \(-y^2 + 3x = 0\) gives \(y^2 = 3x\), which can be substituted into \(x^2 + 3y = 0\) to explore solutions for critical points.
Non-Linear Equations
Non-linear equations involve variables that are raised to a power other than one or are part of a more complex function. Unlike linear equations, which have a straight line as their graph, non-linear equations can have curves, making them more complex to solve.
The equations derived from our partial derivatives are non-linear due to the quadratic terms \(x^2\) and \(y^2\). These complicate the system as they can have multiple solutions or none at all.
When tackling non-linear equations, we consider different cases. For instance:
  • If \(x = 0\), substituting in brings both equations to hold: \(y = 0\), giving us one critical point \((0, 0)\).
  • If \(x eq 0\), further exploration leads to algebra that may not yield real solutions (such as \(y^2 = -27\)), suggesting some scenarios do not provide valid results.
Handling non-linear equations requires careful analysis of each case to identify feasible solutions in solving for critical points.

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