A list of some questions from class and my attempt at them are given below. Would appreciate any advice on what I did wrong or on how to attempt some of the questions.
- The set $C^∞(R^2)$ of functions $f(x, y)$ of two variables, which are infinitely many times differentiable with respect to both variables $x$ and $y$ is a linear space (prove this). The Laplace operator $∆: C^∞(R^2) → C^∞(R^2)$ is a mapping which to a function $f(x, y)$ assigns the function $∂^2f/∂x^2 + ∂^2f/∂y^2$ . Show that the Laplace operator is a linear operator.
My attempt:
First showing $C^∞(R^2)$ is a linear space with the 8 linear space axioms, let $f_n , f_m, f_o, O,I \in C^∞(R^2)$
- $f_n+ f_m = f_m+ f_n$
- $(f_n+ f_o)+f_3 = f_n+ (f_m+f_o)$
- $f_n + O = f_n$
- $f_n+f_m = O$, for any element $f_n$ there exist some element $f_m$
- $\alpha(f_n + f_m) = \alpha f_n + \alpha f_m$
- $(\alpha + \beta)f_n = \alpha f_n + \beta f_n$
- $(\alpha\beta)f_n = \alpha(\beta f_n)$
- $If_n = f_n$
No idea how to show these axiom.. tips on how to start?
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6.Let X be a linear space (over R). The set R is also a linear space, and hence, one can consider linear operators which act from X to R. Such linear operators are usually called linear functionals.
(a) Show that the definite integral I : C[a, b] → R, which to a continuous function f on [a, b] assigns its integral R b a f(x) dx, is a linear functional.
(b) Show that a mapping δ : C(R) → R, which to a continuous function f on R assigns its value at 0, is a linear functional.
My attempt:
Other then knowing that a functional is a mapping of functions to constants in the field, I have no idea how to start this.
Regarding problem 5:
Really, what you are checking is that the operations are well-defined and the set $C^\infty(\mathbb{R}^2)$ is closed under these operations.
Regarding problem 6: These are pointwise operations again. Are addition, the zero, the one, and constant multiplication continuous? Are the continuous functions closed under the operations?