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    Bilinear forms on $\RR^2$

    E-HK-101-1

    Area
    Algebra
    Topics
    Bilinear Forms, Linear Algebra
    Status
    draft

    Which of the following functions \(f\), defined on vectors \(\alpha = (x_1, x_2)\) and \(\beta = (y_1, y_2)\) in \(\RR^2\), are bilinear forms?

    1. \(f(\alpha, \beta) = 1\).

    2. \(f(\alpha, \beta) = (x_1 - y_1)^2 + x_2y_2\).

    3. \(f(\alpha, \beta) = (x_1 + y_1)^2 - (x_1 - y_1)^2\).

    4. \(f(\alpha, \beta) = x_1y_2 - x_2y_1\).

    Solution

    Goal: Test each function for bilinearity in both slots.

    1. (a) \(f(\alpha,\beta)=1\) is not bilinear.

    1.1. Bilinearity in the first slot requires \(f(0,\beta)=0\) for all \(\beta\).

    1.2. Here \(f(0,\beta)=1\neq0\), so (a) fails.

    2. (b) \(f(\alpha,\beta)=(x_1-y_1)^2+x_2y_2\) is not bilinear.

    2.1. Expand:\[ (x_1-y_1)^2+x_2y_2=x_1^2-2x_1y_1+y_1^2+x_2y_2.\]

    2.2. The terms \(x_1^2\) and \(y_1^2\) are quadratic in one variable and violate linearity.

    2.3. Therefore (b) fails bilinearity.

    3. (c) \(f(\alpha,\beta)=(x_1+y_1)^2-(x_1-y_1)^2\).

    3.1. Expand:\[ (x_1+y_1)^2-(x_1-y_1)^2=4x_1y_1.\]

    3.2. This has the form \(4\,x_1y_1\), linear in each variable.

    3.3. Hence (c) is bilinear, represented by matrix \(\begin{pmatrix}4&0\\0&0\end{pmatrix}\).

    4. (d) \(f(\alpha,\beta)=x_1y_2-x_2y_1\).

    4.1. This is the determinant form \(\det(\alpha,\beta)\).

    4.2. It is linear in each entry separately:\[f(\alpha+\alpha',\beta)=f(\alpha,\beta)+f(\alpha',\beta),\qquad f(\lambda\alpha,\beta)=\lambda f(\alpha,\beta).\]

    4.3. Symmetric checks for \(\beta\) are analogous.

    4.4. Therefore (d) is bilinear, represented by matrix \(\begin{pmatrix}0&1\\-1&0\end{pmatrix}\).