Chapter 12: Problem 42
Let \((a, b, c)\) be a fixed point in the first octant. Find the plane through this point that cuts off from the first octant the tetrahedron of minimum volume, and determine the resulting volume.
Short Answer
Expert verified
The minimum volume is \( \frac{4abc}{3} \).
Step by step solution
01
Understand the Problem
We are tasked with finding a plane that intersects the coordinate axes at points \(x_0, 0, 0\), \(0, y_0, 0\), and \(0, 0, z_0\), and passes through the fixed point \(a, b, c\)\(\). This plane will cut off a tetrahedron in the first octant, and we want to find the plane that minimizes the volume of this tetrahedron.
02
Equation of the Plane
The general equation of a plane in three-dimensional space is \(rac{x}{x_0} + rac{y}{y_0} + rac{z}{z_0} = 1\). Since this plane passes through \(a, b, c\), the coordinates must satisfy the plane equation, resulting in \(rac{a}{x_0} + rac{b}{y_0} + rac{c}{z_0} = 1\).
03
Volume of the Tetrahedron
The volume \(V\) of a tetrahedron with vertices at the origin \( (0,0,0) \), \( (x_0,0,0) \), \( (0,y_0,0) \), and \( (0,0,z_0) \) is given by \(rac{x_0 y_0 z_0}{6}\). We want to minimize this volume given the constraint from the plane equation.
04
Set Up the Optimization Problem
We want to minimize the function \(V = \frac{x_0 y_0 z_0}{6}\) subject to the constraint \(\frac{a}{x_0} + \frac{b}{y_0} + \frac{c}{z_0} = 1\). We can use the method of Lagrange multipliers to find the minimum volume condition.
05
Use Lagrange Multipliers
Introduce a Lagrange multiplier \( ext{ }\lambda\) and set up the Lagrangian \(L(x_0, y_0, z_0, \lambda) = \frac{x_0 y_0 z_0}{6} + \lambda \igg(\frac{a}{x_0} + \frac{b}{y_0} + \frac{c}{z_0} - 1\bigg)\), and solve the system of equations derived from \(rac{\partial L}{\partial x_0} = 0 \), \(rac{\partial L}{\partial y_0} = 0\), \(rac{\partial L}{\partial z_0} = 0\), and \(rac{\partial L}{\partial \lambda} = 0\).
06
Solve the System to Find Critical Points
Differentiate the Lagrangian and set equations: \( y_0z_0 = \lambda (\frac{a}{x_0^2}) \, x_0z_0 = \lambda (\frac{b}{y_0^2}) \, x_0y_0 = \lambda (\frac{c}{z_0^2}) \, and \frac{a}{x_0} + rac{b}{y_0} + rac{c}{z_0} = 1\). Solving these, we find \( x_0 = 2a\), \( y_0 = 2b\), \( z_0 = 2c\).
07
Calculate the Minimum Volume
Substitute \(x_0 = 2a\), \(y_0 = 2b\), and \(z_0 = 2c\) back into the volume function: \( V = rac{(2a)(2b)(2c)}{6} = rac{8abc}{6} = rac{4abc}{3}\).
08
Verify and Conclude
Verify the solution satisfies all requirements and conclude that the plane through \(a, b, c\) cuts off the tetrahedron with the minimum volume of \(\frac{4abc}{3}\) from the first octant.
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Key Concepts
These are the key concepts you need to understand to accurately answer the question.
Three-Dimensional Geometry
Three-dimensional geometry is all about understanding shapes and figures that exist in space. Imagine how a box or a ball looks different from a square or a circle. Three-dimensional geometry involves length, width, and height.
For this problem, the plane that intersects the coordinate axes forms a three-dimensional shape called a tetrahedron. A tetrahedron is a pyramid-like figure with four triangular faces, one on each side. When solving problems in three-dimensions, it's essential to understand how volumes and positions of shapes work in space.
For this problem, the plane that intersects the coordinate axes forms a three-dimensional shape called a tetrahedron. A tetrahedron is a pyramid-like figure with four triangular faces, one on each side. When solving problems in three-dimensions, it's essential to understand how volumes and positions of shapes work in space.
- Axes are like rulers measured from zero in different directions.
- Points are described with x, y, and z coordinates, like addresses in space.
- A plane is a flat surface that extends forever in three dimensions.
Lagrange Multipliers
The concept of Lagrange multipliers is a smart mathematical tool used in optimization problems. Optimization involves finding maximums or minimums—like the smallest volume of a tetrahedron.
To understand Lagrange multipliers, picture having a path on a map but needing to pass through a particular point for a minimum journey. It's about controlling the path while adhering to a set constraint.
To understand Lagrange multipliers, picture having a path on a map but needing to pass through a particular point for a minimum journey. It's about controlling the path while adhering to a set constraint.
- Function:
The main function in this exercise is the volume of the tetrahedron. - Constraint:
The constraint is the plane's equation derived from its location in space. - Lambda (𝜆):
A clever trick in the math that helps you find the optimum solution by balancing function and constraint.
Volume of a Tetrahedron
The volume of a tetrahedron is the space contained within its four triangular faces. Calculating the volume of such shapes is a key part of geometry. The vertices of this tetrahedron are at the origin and along the x, y, and z axes.
For this problem, the important volume formula is given as:
\[ V = \frac{x_0 y_0 z_0}{6} \]
For this problem, the important volume formula is given as:
\[ V = \frac{x_0 y_0 z_0}{6} \]
- Origin:
The starting point is at coordinates (0,0,0). - Vertices:
Located at the points where the plane meets the axes.
Coordinate Geometry
Coordinate geometry is where algebra meets geometry. It enables us to describe geometric figures like lines, planes, and solids using numbers. In this problem, we use coordinate geometry to express the positioning of objects in three-dimensional space.
The equation of a plane in coordinate geometry looks like:
\[ \frac{x}{x_0} + \frac{y}{y_0} + \frac{z}{z_0} = 1 \]
This equation is significant because it defines the location of our plane in space. It also lets us determine where the plane intersects the x, y, and z axes, forming a tetrahedron.
The equation of a plane in coordinate geometry looks like:
\[ \frac{x}{x_0} + \frac{y}{y_0} + \frac{z}{z_0} = 1 \]
This equation is significant because it defines the location of our plane in space. It also lets us determine where the plane intersects the x, y, and z axes, forming a tetrahedron.
- x, y, z coordinates:
Specifies a point's position in space. - Intersection points:
These are special points where the plane crosses the axes.