财神怎么玩

書名： Game Physics Cookbook
作者名： Gabor Szauer
本章字數： 680字
更新時間： 2021-04-02 20:27:28

Matrix of minors

Each element of a matrix has a minor. The minor is the determinant of a smaller matrix cut from the original matrix. We can find a matrix of minors by finding the minor for each element of a matrix.

To find the minor of element i, j in a 3 X 3 matrix M, remove row i and column j of the matrix. The determinant of the resulting 2 X 2 matrix is the minor of element Matrix of minors .

We can find the minor of a 2 X 2 matrix in a similar fashion. To find the minor of element i, j, remove row i and column j. The remaining scalar is the determinant. In the case of a 2 X 2 matrix, this determinant is the minor.

Getting ready

We're going to implement a helper function, Cut. The purpose of this function is to cut a 2 X 2 matrix from a 3 X 3 by eliminating one row and one column. Once we have the Cut function, implementing the Minor for a 3 X 3 matrix is straightforward: loop through the matrix, for every element assign the determinant of a 2 X 2 acquired by cutting the elements row and column from the original matrix.

How to do it…

Follow these steps to implement the minor function for two and three dimensional square matrices. We also create a generic function to remove a row and column from a three dimensional matrix:

Add the declaration for both the Cut and Minor functions to matrices.h:

mat2 Cut(const mat3& mat, int row, int col);
mat2 Minor(const mat2& mat);
mat3 Minor(const mat3& mat);

Implement the Cut function in matrices.cpp. This function will loop over the provided mat3, skipping the specified row and column. Anything not skipped is going to be copied into a mat2:

mat2 Cut(const mat3& mat, int row, int col) {
    mat2 result;
    int index = 0;

    for (int i = 0; i < 3; ++i) {
        for (int j = 0; j < 3; ++j) {
            if (i == row || j == col) {
                continue;
            }
            int target = index++;
            int source = 3 * i + j;
            result.asArray[target] = mat.asArray[source];
        }
    }

    return result;
}

Implement the Minor function for mat3 in matrices.cpp:

mat3 Minor(const mat3& mat) {
    mat3 result;

    for (int i = 0; i < 3; ++i) {
        for (int j = 0; j < 3; ++j) {
            result[i][j] = Determinant(Cut(mat, i, j));
        }
    }
 
    return result;
}

Implement the Minor function for mat2 in matrices.cpp:

mat2 Minor(const mat2& mat) {
    return mat2(
        mat._22, mat._21,
        mat._12, mat._11
    );
}

How it works…

Using row and column elimination to find the minor of a matrix makes a lot more sense if we can visualize what is happening. Let's take a look at two examples, one using a 2 X 2 matrix and one using a 3 X 3 matrix.

Minor of a 2x2 matrix

Given the above matrix, we can find the minor for element 1, 1 by eliminating the first row and first column of the matrix. To demonstrate the elimination of a row and column, we write squares instead of numbers for the eliminated matrix components. The following matrix shows which components we eliminated to get a 1 X 1 matrix as a result:

We're left with the scalar D. If we think of D as a 1 X 1 matrix, its determinant is itself. We can now put the determinant D into element 1, 1 of the matrix of minors. If we find the determinant for every element we will have the matrix of minors:

Minor of a 3x3 matrix

Given the above matrix, let's find the minor for element 3,2. We begin by eliminating the third row and second column of the matrix:

The determinant of the resulting 2 X 2 matrix is the minor of element 3,2:

If we repeat this process for every element of the matrix, we will find the matrix of minors. For the preceding matrix M, the matrix of minors is as follows:

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