人工智能教程 - 数学基础课程1.1 - 数学分析(一)26-27 部分分式,分部积分,归纳法,递归序列

Bonita ·
更新时间:2024-11-10
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部分分式(Partial fractions) P(x)Q(x)=rational  function\large \frac{P(x)}{Q(x)}=rational \ \ functionQ(x)P(x)​=rational  function(有理数)=ratio of two polynomials Splits P/Q INTO “EASIER” PIECES Ex1:

∫(1x−1+3x+2)dx=ln∣x−1∣+3∣x+2∣+c\int (\frac{1}{x-1}+\frac{3}{x+2})dx=ln|x-1|+3|x+2|+c∫(x−11​+x+23​)dx=ln∣x−1∣+3∣x+2∣+c

代数问题 Algebra problem Detect"easy" pieces cover-up method 掩盖法 1.4x−1x2+x+2=4x−1(x−1)(x+2)1. \frac{4x-1}{x^2+x+2}= \frac{4x-1}{(x-1)(x+2)}1.x2+x+24x−1​=(x−1)(x+2)4x−1​ 2.=Ax−1+Bx+22.=\frac{A}{x-1}+\frac{B}{x+2}2.=x−1A​+x+2B​ 3.Solve for A & B

Solve for A by multi by(x-1)

4x−1x+2=A+Bx+2...(x−1)\frac{4x-1}{x+2}=A+\frac{B}{x+2}...(x-1)x+24x−1​=A+x+2B​...(x−1) x=1;   4−11+2=A;   A=1x=1; \ \ \ \frac{4-1}{1+2}=A; \ \ \ A=1x=1;   1+24−1​=A;   A=1 方法: 分解因式 Factor the deominator Q 建立等式 set up cover up 分部积分

Partial Fraction always work:But maybe solvely

STEPO:LONG DIVISION (带余除数) P(x)Q(x)=quotient +P(x)Q(x)\large \frac{P(x)}{Q(x)}=quotient \ +\frac{P(x)}{Q(x)}Q(x)P(x)​=quotient +Q(x)P(x)​ Degree P <Degree Q Ex: P(x)(x+4)4.(x2+2x+3).(x2+4)3\frac{P(x)}{(x+4)^4.(x^2+2x+3).(x^2+4)^3}(x+4)4.(x2+2x+3).(x2+4)3P(x)​ degree = 4+2+6=12 set-up: =A1x+2+A2(x+2)2+A3(x+2)3+A4(x+2)4+B0x+C0x2+2x+3+B1x+C1x2+4+B2x+C2(x2+4)2+B3x+C3(x2+4)3=\frac{A_1}{x+2}+\frac{A_2}{(x+2)^2}+\frac{A_3}{(x+2)^3}+\frac{A_4}{(x+2)^4}+\frac{B_0x+C_0}{x^2+2x+3}+\frac{B_1x+C_1}{x^2+4}+\frac{B_2x+C_2}{(x^2+4)^2}+\frac{B_3x+C_3}{(x^2+4)^3}=x+2A1​​+(x+2)2A2​​+(x+2)3A3​​+(x+2)4A4​​+x2+2x+3B0​x+C0​​+x2+4B1​x+C1​​+(x2+4)2B2​x+C2​​+(x2+4)3B3​x+C3​​ Integration By Parts (uv)’=u’v+uv’ uv’=(uv)’-u’v ∫uv′dv=uv−∫u′vdx\color{red}\int uv'dv = uv-\int u'vdx∫uv′dv=uv−∫u′vdx ∫abuv′dv=uv∣ab−∫abu′vdx\color{red}\int_a^b uv'dv = uv|_a^b- \int_a^b u'vdx∫ab​uv′dv=uv∣ab​−∫ab​u′vdx Ex1:

∫lnxdx\int lnxdx∫lnxdx
u=lnx;   u′=1xu=lnx; \ \ \ u'=\frac{1}{x}u=lnx;   u′=x1​
v=x;     v′=1v=x; \ \ \ \ \ v'=1v=x;     v′=1
=xlnxuv−∫1x.xdx=\frac{xlnx}{uv}-\int \frac{1}{x}.xdx=uvxlnx​−∫x1​.xdx
=xlnx−x+c=xlnx -x+c=xlnx−x+c

EX2:

∫(lnx)2dx\int (lnx)^2dx∫(lnx)2dx
u=(lnx)2;   u′=2(lnx)1xu=(lnx)^2; \ \ \ u'=2(lnx)\frac{1}{x}u=(lnx)2;   u′=2(lnx)x1​
v=x;     v′=1v=x; \ \ \ \ \ v'=1v=x;     v′=1
=x(lnx)2−∫2(lnx).1xxdx=x(lnx)^2-\int 2(lnx).\frac{1}{x}xdx=x(lnx)2−∫2(lnx).x1​xdx
=x(lnx)2−2(xlnx−x)+c=x(lnx)^2-2(xlnx-x)+c=x(lnx)2−2(xlnx−x)+c

EX3:换算公式(reduction formula)

∫(lnx)ndx=x(lnx)n−n∫(lnx)n−1.1x.xdx\int (lnx)^ndx = x(lnx)^n-n\int (lnx)^{n-1}.\frac{1}{x}.xdx∫(lnx)ndx=x(lnx)n−n∫(lnx)n−1.x1​.xdx
u=(lnx)n;   u′=n(lnx)n−1.1xu=(lnx)^n; \ \ \ u'=n(lnx)^{n-1}.\frac{1}{x}u=(lnx)n;   u′=n(lnx)n−1.x1​
v=x;     v′=1v=x; \ \ \ \ \ v'=1v=x;     v′=1

Fn(x)=∫(lnx)ndxF_n(x)= \int (lnx)^ndxFn​(x)=∫(lnx)ndx
Fn(x)=x(lnx)n−nFn−1(x)F_n(x)=x(lnx)^n-nF_{n-1}(x)Fn​(x)=x(lnx)n−nFn−1​(x)
n→n−1→n−2→...→1→0n\rightarrow n-1\rightarrow n-2 \rightarrow ... \rightarrow1\rightarrow0n→n−1→n−2→...→1→0
F0(x)=∫(lnx)0dx=xF_0(x)= \int (lnx)^0dx=xF0​(x)=∫(lnx)0dx=x
F1(x)=x(lnx)−F0(x)=x(lnx)−x(+c)F_1(x)= x (lnx) - F_0(x)= x (lnx) - x(+c)F1​(x)=x(lnx)−F0​(x)=x(lnx)−x(+c)

conclude:归纳法 induction Ex3:

F2(x)=x(lnx)2−2F1(x)=x(lnx)2−2(xlnx−x)+cF_2(x)= x (lnx)^2 - 2F_1(x)=x(lnx)^2 - 2(xlnx-x)+cF2​(x)=x(lnx)2−2F1​(x)=x(lnx)2−2(xlnx−x)+c

Ex4: ∫xnexdx\int x^n e^xdx∫xnexdx also works for cosx,sinx

u=xn;   u′=nxn−1u=x^n; \ \ \ u'=nx^{n-1}u=xn;   u′=nxn−1
v=ex;     v′=exv=e^x; \ \ \ \ \ v'=e^xv=ex;     v′=ex

原式=xn.ex−∫nxn−1exdx=x^n.e^x-\int nx^{n-1}e^xdx=xn.ex−∫nxn−1exdx

递归序列 new recurrence

Gn(x)=∫xnexdxG_n(x)=\int x^ne^xdxGn​(x)=∫xnexdx

Gn(x)=xn.ex−nGn−1(x)\color{red}G_n(x)=x^n.e^x-nG_{n-1}(x)Gn​(x)=xn.ex−nGn−1​(x)

G0(x)=exG_0(x) =e^xG0​(x)=ex
G1(x)=xex−G0(x)=xex−exG_1(x)=xe^x-G_0(x)=xe^x-e^xG1​(x)=xex−G0​(x)=xex−ex

∫xexdx=xex−ex(+c)\int xe^xdx = xe^x-e^x(+c)∫xexdx=xex−ex(+c)
∫lnxdx=xlnx−x+c\int lnxdx =xlnx-x+c∫lnxdx=xlnx−x+c

EX(Application) find volume of exponetial wine glass

horizontal

垂直部分 By vertical slicing


作者:KuFun人工智能



数学分析 归纳 数学 课程 分式 人工智能 递归 教程

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