The maximum volume of the largest rectangular box that can be inscribed in the given ellipsoid is
cubic units.
To find the volume of the largest rectangular box that can be inscribed in the ellipsoid:

we'll use the method of Lagrange multipliers, which is a strategy for finding the local maxima and minima of a function subject to equality constraints.
First, let's define our functions. The volume
of the rectangular box is given by
. Since we are considering the first octant where
, and due to the symmetry of the problem, the volume of the inscribed box is
.
The constraint is given by the equation of the ellipsoid:

The method of Lagrange multipliers tells us to find the stationary points of the Lagrange function
, where
is the Lagrange multiplier.
We need to solve the system of equations given by the partial derivatives of
with respect to
and
:
1.

2.

3.

4.

Let's solve this system step by step.
Step 1: Solve for

From equations 1, 2, and 3, we can express
in terms of
and
:
1.
(from equation 1)
2.
(from equation 2)
3.
(from equation 3)
Step 2: Equate Expressions for

Equate the expressions for
from above:
1.

2.

3.

Simplify these equations to find relationships between
and
.
1.

2.

3.

From these, we can derive relationships between
and
.
Once we have these relationships, we can substitute them into the ellipsoid equation
to find specific values for
and
.
The solution to the system of equations yields several points. Among these, we are interested in the points in the first octant where
.
Step 3: Analyzing the Solutions
The solutions to the system of equations are:
1.

2.

3.

4.

Among these solutions, we are interested in those that lie in the first octant, where
. This is because the ellipsoid is symmetric in all octants, and the problem can be restricted to the first octant without loss of generality.
The only solution that satisfies this condition is
. All other solutions either have negative coordinates or result in a zero volume (since one or more of the dimensions
are zero).
Calculating the Maximum Volume:
Now, we calculate the volume of the box using the formula
. This factor of 8 accounts for the fact that we are considering only the first octant and the box is symmetric in all octants.
1.

2.

Both these points are actually the same and represent the dimensions of the box that maximizes the volume within the given ellipsoid.
Now, let's calculate the maximum volume using these dimensions. The volume
is given by
. Substituting
, and
, we get:

Let's compute this value.
The maximum volume of the largest rectangular box that can be inscribed in the given ellipsoid is
cubic units.