5. Continuity of multivariate functions

Definition: Metric Spaces

A set XX is said to be endowed with a metric or aa metric space structure or to be a metric space if a function

d:X×XRd: X \times X \rightarrow \mathbb{R}

is exhibited satisfying the following conditions:

  1. d(x1,x2)=0x1=x2d\left(x_{1}, x_{2}\right)=0 \Leftrightarrow x_{1}=x_{2}

  2. d(x1,x2)=d(x2,x1)d\left(x_{1}, x_{2}\right)=d\left(x_{2}, x_{1}\right) (symmetry)

  3. d(x1,x3)d(x1,x2)+d(x2,x3)d\left(x_{1}, x_{3}\right) \leq d\left(x_{1}, x_{2}\right)+d\left(x_{2}, x_{3}\right) (the triangle inequality),

where x1,x2,x3x_{1}, x_{2}, x_{3} are arbitrary elements of XX.

By default, all the Spaces mentioned below are Metric Spaces.

traditional distance:

d(x1,x2)=i=1nx1ix2i2d\left(x_{1}, x_{2}\right)=\sqrt{\sum_{i=1}^{n}\left|x_{1}^{i}-x_{2}^{i}\right|^{2}}

between points x1=(x11,,x1n)x_{1}=\left(x_{1}^{1}, \ldots, x_{1}^{n}\right) and x2=(x21,,x2n)x_{2}=\left(x_{2}^{1}, \ldots, x_{2}^{n}\right) in Rn\mathbb{R}^{n}, this can also introduce the distance

dp(x1,x2)=(i=1nx1ix2ip)1/pd_{p}\left(x_{1}, x_{2}\right)=\left(\sum_{i=1}^{n}\left|x_{1}^{i}-x_{2}^{i}\right|^{p}\right)^{1 / p}

where p1p \geq 1.

Minkowski's inequality

(i=1nxi+yip)1p(i=1nxip)1p+(i=1nyip)1p,x,yRn,p1\left(\sum_{i=1}^{n}\left|x^{i}+y^{i}\right|^{p}\right)^{\frac{1}{p}} \leq\left(\sum_{i=1}^{n}\left|x^{i}\right|^{p}\right)^{\frac{1}{p}}+\left(\sum_{i=1}^{n}\left|y^{i}\right|^{p}\right)^{\frac{1}{p}}, \quad \forall x, y \in \mathbb{R}^{n}, p \geq 1

so dp(x1,x2)d_{p}\left(x_{1}, x_{2}\right) is satisfying the following conditions above.

Definition: neighborhood

Chinese: 鄰域

For δ>0\delta>0 and aXa \in X the set

B(a,δ)={xXd(a,x)<δ}B(a, \delta)=\{x \in X \mid d(a, x)<\delta\}

is called the ball with center aXa \in X of radius δ\delta or the δ\delta -neighborhood of the point aa.

>>>>>>>>>>>>>>>>>> Under construction <<<<<<<<<<<<<<<<<<

Accumulation point

Chinese: 聚點

Limit point

Chinese: 極限點

Boundary point

Chinese: 邊界點

Open set

Chinese: 開集

A subset UU of a metric space (M,d)(M, d) is called open if, given any point xx in UU, there exists a real number ε>0\varepsilon>0 such that, given any point yy in MM with d(x,y)<εd(x, y)<\varepsilon, yy also belongs to UU.

Derived set

Chinese: 導集

Closure

Chinese: 閉包

Close Set

Chinese: 閉集

Connected set

Chinese: 連通集

path connectedness

Chinese: 道路連通

Quasi-mean value theorem

The rank theorem

\blacksquare

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