To show that is a manifold, we apply the Regular Value Theorem to the determinant function.
1. Define the Map
We consider the space of all real matrices, . A general matrix is:
The determinant is a smooth map defined by:
The group is the level set .
2. Check for Regularity
We must show that the gradient is non-zero for every matrix in .
The only way for to be the zero vector is if . However, the zero matrix has a determinant of . Since , the zero matrix is not in .
Consequently, for any , , meaning is a regular value.
3. Conclusion
By the Regular Value Theorem, the dimension of the manifold is the dimension of the domain minus the dimension of the codomain: Thus, is a smooth 3-dimensional manifold.
This approach uses the Matrix Exponential to show that is a manifold by demonstrating that it looks locally like its tangent space at the identity.
1. The Key Identity
The relationship between the determinant and the trace is given by Jacobi’s formula:
Let be the space of traceless matrices:
If , then . This confirms that the exponential map takes the linear subspace of traceless matrices into the group .
2. Local Diffeomorphism
The derivative of at the origin is the identity map. By the Inverse Function Theorem, is a local diffeomorphism.
Specifically, there exists a neighborhood of in and a neighborhood of in such that: is a smooth homeomorphism. Since is an open subset of the 3-dimensional vector space , this provides a local coordinate chart for around the identity.
3. Conclusion
Because is a Lie group, we can translate this local chart to any point using the smooth map . This covers the entire group with smooth charts, proving it is a manifold of dimension 3.
The Basis of
Any matrix with must be of the form:
We can decompose this into three independent basis matrices:
Since any traceless matrix is a linear combination , the dimension is exactly 3.
Geometric Interpretation
The exponential map transforms these basis vectors into specific types of transformations within :
- : Represents a hyperbolic rotation (squeezing one axis while stretching the other).
- and : Represent shear transformations.
Because is a local diffeomorphism near the origin, these three “directions” in the vector space translate directly into the three dimensions of the manifold .
1. The Matrix
The matrix is the standard generator for rotations: Since , this matrix behaves like the imaginary unit .
2. The Exponential Path
The exponential map produces the standard rotation matrix: This is the group , the subgroup of all orthogonal matrices with determinant 1.
3. Role in Topology
- Compactness: While most directions in (like those generated by , , or ) lead to non-compact, “unbounded” matrices, the direction is periodic.
- Topology: is topologically equivalent to . The factor (the circle) is exactly the path traced by .
- 1-Manifolds: This relates to your upcoming topic! The subgroup is a perfect example of a compact, connected 1-manifold embedded within a higher-dimensional manifold.
1. Diagonalizable Case
Assume where is diagonal with eigenvalues .
- .
- , so .
- .
2. Differential Equation Proof
Define .
- .
- Using the chain rule and the derivative of the determinant at :
- Solving the ODE :
- Setting yields .