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Advanced Mathematics 2

Vector Differentiation And Intergration

takriban dakika 10 kusoma

Mada za sehemu hiiVectorsMada 5

Vector differentiation

The derivative of a vector-valued function is defined similarly to real-valued functions. The first derivative of a position vector function represents velocity, and the second derivative represents acceleration.

A position vector r\mathbf{r} at any time tt is a function of time, such as r(t)=f(t)i+g(t)j+h(t)k\mathbf{r}(t) = f(t)\mathbf{i} + g(t)\mathbf{j} + h(t)\mathbf{k}, where ff, gg, and hh are differentiable functions of tt.

The velocity v(t)\mathbf{v}(t) is the first derivative of the position vector:

v(t)=drdt=f(t)i+g(t)j+h(t)k\mathbf{v}(t) = \frac{d\mathbf{r}}{dt} = f'(t)\mathbf{i} + g'(t)\mathbf{j} + h'(t)\mathbf{k}

The acceleration a(t)\mathbf{a}(t) is the second derivative of the position vector (or the first derivative of the velocity vector):

a(t)=d2rdt2=dvdt=f(t)i+g(t)j+h(t)k\mathbf{a}(t) = \frac{d^2\mathbf{r}}{dt^2} = \frac{d\mathbf{v}}{dt} = f''(t)\mathbf{i} + g''(t)\mathbf{j} + h''(t)\mathbf{k}

Properties of derivatives of vector-valued functions

Suppose u\mathbf{u} and v\mathbf{v} are vector-valued functions, ff is a scalar function, and kk is a real number. Then:

  1. ddt(ku)=kdudt\frac{d}{dt}(k\mathbf{u}) = k\frac{d\mathbf{u}}{dt}
  2. ddt(u±v)=dudt±dvdt\frac{d}{dt}(\mathbf{u} \pm \mathbf{v}) = \frac{d\mathbf{u}}{dt} \pm \frac{d\mathbf{v}}{dt}
  3. ddt(uv)=udvdt+vdudt\frac{d}{dt}(\mathbf{u} \cdot \mathbf{v}) = \mathbf{u} \cdot \frac{d\mathbf{v}}{dt} + \mathbf{v} \cdot \frac{d\mathbf{u}}{dt}
  4. ddt(u×v)=u×dvdt+dudt×v\frac{d}{dt}(\mathbf{u} \times \mathbf{v}) = \mathbf{u} \times \frac{d\mathbf{v}}{dt} + \frac{d\mathbf{u}}{dt} \times \mathbf{v}
  5. ddt(fv)=dfdtv+fdvdt\frac{d}{dt}(f\mathbf{v}) = \frac{df}{dt}\mathbf{v} + f\frac{d\mathbf{v}}{dt}
  6. ddtv(f(t))=dvdfdfdt\frac{d}{dt}\mathbf{v}(f(t)) = \frac{d\mathbf{v}}{df}\frac{df}{dt} (Chain Rule)

Example 1

If f(t)=(et2)i+6tj+(t2et)k\mathbf{f}(t) = (e^{-t} - 2)\mathbf{i} + 6t\mathbf{j} + (t^2e^{-t})\mathbf{k}, find f(t)\mathbf{f}'(t).

Solution:

f(t)=ddt((et2)i)+ddt(6tj)+ddt(t2etk)\mathbf{f}'(t) = \frac{d}{dt}((e^{-t} - 2)\mathbf{i}) + \frac{d}{dt}(6t\mathbf{j}) + \frac{d}{dt}(t^2e^{-t}\mathbf{k})

f(t)=eti+6j+(2tett2et)k=eti+6j+et(2tt2)k\mathbf{f}'(t) = -e^{-t}\mathbf{i} + 6\mathbf{j} + (2te^{-t} - t^2e^{-t})\mathbf{k} = -e^{-t}\mathbf{i} + 6\mathbf{j} + e^{-t}(2t - t^2)\mathbf{k}

Example 2

If r(u)=(u23)i+(5cosu)j+(3sinu)k\mathbf{r}(u) = (u^2 - 3)\mathbf{i} + (5\cos u)\mathbf{j} + (3\sin u)\mathbf{k}, find drdu\frac{d\mathbf{r}}{du} and d2rdu2\frac{d^2\mathbf{r}}{du^2}.

Solution:

drdu=2ui5sinuj+3cosuk\frac{d\mathbf{r}}{du} = 2u\mathbf{i} - 5\sin u\mathbf{j} + 3\cos u\mathbf{k}

d2rdu2=2i5cosuj3sinuk\frac{d^2\mathbf{r}}{du^2} = 2\mathbf{i} - 5\cos u\mathbf{j} - 3\sin u\mathbf{k}

Example 3

If f(t)=(cos4t2sint)i+(sin4t+cos2t)j+(5cost)k\mathbf{f}(t) = (\cos 4t - 2\sin t)\mathbf{i} + (\sin 4t + \cos 2t)\mathbf{j} + (5\cos t)\mathbf{k}, find f(t)\mathbf{f}'(t).

Solution:

f(t)=(4sin4t2cost)i+(4cos4t2sin2t)j+(5sint)k\mathbf{f}'(t) = (-4\sin 4t - 2\cos t)\mathbf{i} + (4\cos 4t - 2\sin 2t)\mathbf{j} + (-5\sin t)\mathbf{k}

Example 4

If r(t)=costi+sintj+2tk\mathbf{r}(t) = \cos t\mathbf{i} + \sin t\mathbf{j} + 2t\mathbf{k}, find r(t)r(t)\mathbf{r}(t) \cdot \mathbf{r}''(t) and r(t)×r(t)\mathbf{r}(t) \times \mathbf{r}''(t).

Solution:

r(t)=sinti+costj+2k\mathbf{r}'(t) = -\sin t\mathbf{i} + \cos t\mathbf{j} + 2\mathbf{k}

r(t)=costisintj+0k\mathbf{r}''(t) = -\cos t\mathbf{i} - \sin t\mathbf{j} + 0\mathbf{k}

(a) r(t)r(t)=(cost)(cost)+(sint)(sint)+(2t)(0)=cos2tsin2t=1\mathbf{r}(t) \cdot \mathbf{r}''(t) = (\cos t)(-\cos t) + (\sin t)(-\sin t) + (2t)(0) = -\cos^2 t - \sin^2 t = -1

(b) r(t)×r(t)=ijkcostsint2tcostsint0=(0(2t)(sint))i(0(2t)(cost))j+(costsint(sintcost))k=2tsinti2tcostj\mathbf{r}(t) \times \mathbf{r}''(t) = \begin{vmatrix} \mathbf{i} & \mathbf{j} & \mathbf{k} \\ \cos t & \sin t & 2t \\ -\cos t & -\sin t & 0 \end{vmatrix} = (0 - (-2t)(-\sin t))\mathbf{i} - (0 - (-2t)(-\cos t))\mathbf{j} + (-\cos t \sin t - (-\sin t \cos t))\mathbf{k} = -2t\sin t\mathbf{i} - 2t\cos t\mathbf{j}

Example 5

Two vector-valued functions are given by r(t)=lntij+1tk\mathbf{r}(t) = \ln t\mathbf{i} - \mathbf{j} + \frac{1}{t}\mathbf{k} and u(t)=2titj+2k\mathbf{u}(t) = 2t\mathbf{i} - t\mathbf{j} + 2\mathbf{k}. Find:

(a) ddt(r(t)u(t))\frac{d}{dt}(\mathbf{r}(t) \cdot \mathbf{u}(t))

(b) ddt(u(t)×u(t))\frac{d}{dt}(\mathbf{u}(t) \times \mathbf{u}'(t))

Solution:

r(t)=1ti1t2k\mathbf{r}'(t) = \frac{1}{t}\mathbf{i} - \frac{1}{t^2}\mathbf{k}

u(t)=2ij\mathbf{u}'(t) = 2\mathbf{i} - \mathbf{j}

u(t)=0\mathbf{u}''(t) = 0

(a) r(t)u(t)=2tlnt+t+2t\mathbf{r}(t) \cdot \mathbf{u}(t) = 2t\ln t + t + \frac{2}{t}

ddt(r(t)u(t))=2lnt+2+12t2=2lnt+32t2\frac{d}{dt}(\mathbf{r}(t) \cdot \mathbf{u}(t)) = 2\ln t + 2 + 1 - \frac{2}{t^2} = 2\ln t + 3 - \frac{2}{t^2}

(b) u(t)×u(t)=ijk2tt2210=(0(2))i(04)j+(2t(2t))k=2i+4j+0k=2i+4j\mathbf{u}(t) \times \mathbf{u}'(t) = \begin{vmatrix} \mathbf{i} & \mathbf{j} & \mathbf{k} \\ 2t & -t & 2 \\ 2 & -1 & 0 \end{vmatrix} = (0 - (-2))\mathbf{i} - (0 - 4)\mathbf{j} + (-2t - (-2t))\mathbf{k} = 2\mathbf{i} + 4\mathbf{j} + 0\mathbf{k} = 2\mathbf{i} + 4\mathbf{j}

ddt(u(t)×u(t))=2i+0j+0k=2i\frac{d}{dt}(\mathbf{u}(t) \times \mathbf{u}'(t)) = 2\mathbf{i} + 0\mathbf{j} + 0\mathbf{k} = 2\mathbf{i}

Example 6

A particle is moving so that its position after time tt is r(s)=(3cos2s)i+(2sin2s)j+esk\mathbf{r}(s) = (3\cos 2s)\mathbf{i} + (2\sin 2s)\mathbf{j} + e^{-s}\mathbf{k} and s=4ts = 4t. Find its velocity after tt seconds.

Solution:

Using the chain rule, drdt=drdsdsdt\frac{d\mathbf{r}}{dt} = \frac{d\mathbf{r}}{ds} \frac{ds}{dt}.

drds=(6sin2s)i+(4cos2s)jesk\frac{d\mathbf{r}}{ds} = (-6\sin 2s)\mathbf{i} + (4\cos 2s)\mathbf{j} - e^{-s}\mathbf{k}

dsdt=4\frac{ds}{dt} = 4

drdt=4((6sin2s)i+(4cos2s)jesk)=(24sin8t)i+(16cos8t)j4e4tk\frac{d\mathbf{r}}{dt} = 4((-6\sin 2s)\mathbf{i} + (4\cos 2s)\mathbf{j} - e^{-s}\mathbf{k}) = (-24\sin 8t)\mathbf{i} + (16\cos 8t)\mathbf{j} - 4e^{-4t}\mathbf{k}

Example 7

The position vector of a plane above the ground is r(t)=(t3+3)i+(t22)j+tk\mathbf{r}(t) = (t^3 + 3)\mathbf{i} + (t^2 - 2)\mathbf{j} + t\mathbf{k}. Find its velocity and acceleration at t=2t = 2 seconds.

Solution:

v(t)=drdt=3t2i+2tj+k\mathbf{v}(t) = \frac{d\mathbf{r}}{dt} = 3t^2\mathbf{i} + 2t\mathbf{j} + \mathbf{k}

a(t)=dvdt=6ti+2j\mathbf{a}(t) = \frac{d\mathbf{v}}{dt} = 6t\mathbf{i} + 2\mathbf{j}

At t=2t = 2:

v(2)=3(22)i+2(2)j+k=12i+4j+k\mathbf{v}(2) = 3(2^2)\mathbf{i} + 2(2)\mathbf{j} + \mathbf{k} = 12\mathbf{i} + 4\mathbf{j} + \mathbf{k}

a(2)=6(2)i+2j=12i+2j\mathbf{a}(2) = 6(2)\mathbf{i} + 2\mathbf{j} = 12\mathbf{i} + 2\mathbf{j}

Vector integration

The anti-derivative of a vector function is a family of vector-valued functions. If r(t)=f(t)i+g(t)j+h(t)k\mathbf{r}(t) = f(t)\mathbf{i} + g(t)\mathbf{j} + h(t)\mathbf{k}, then the indefinite integral is:

r(t)dt=(f(t)dt)i+(g(t)dt)j+(h(t)dt)k=F(t)i+G(t)j+H(t)k+C\int \mathbf{r}(t) dt = \left(\int f(t) dt\right)\mathbf{i} + \left(\int g(t) dt\right)\mathbf{j} + \left(\int h(t) dt\right)\mathbf{k} = F(t)\mathbf{i} + G(t)\mathbf{j} + H(t)\mathbf{k} + \mathbf{C}

where F(t)F(t), G(t)G(t), and H(t)H(t) are the antiderivatives of f(t)f(t), g(t)g(t), and h(t)h(t) respectively, and C=C1i+C2j+C3k\mathbf{C} = C_1\mathbf{i} + C_2\mathbf{j} + C_3\mathbf{k} is an arbitrary constant vector of integration.

Example 1

Find (2ti+3j3t2k)dt\int (2t\mathbf{i} + 3\mathbf{j} - 3t^2\mathbf{k}) dt.

Solution:

(2ti+3j3t2k)dt=(2tdt)i+(3dt)j(3t2dt)k\int (2t\mathbf{i} + 3\mathbf{j} - 3t^2\mathbf{k}) dt = \left(\int 2t dt\right)\mathbf{i} + \left(\int 3 dt\right)\mathbf{j} - \left(\int 3t^2 dt\right)\mathbf{k}

=t2i+3tjt3k+C= t^2\mathbf{i} + 3t\mathbf{j} - t^3\mathbf{k} + \mathbf{C}

Example 2

Find the anti-derivative of v(t)=cos2ti2sintj+11+t2k\mathbf{v}'(t) = \cos 2t\mathbf{i} - 2\sin t\mathbf{j} + \frac{1}{1+t^2}\mathbf{k} that satisfies the initial condition v(0)=3i2j+k\mathbf{v}(0) = 3\mathbf{i} - 2\mathbf{j} + \mathbf{k}.

Solution:

v(t)=v(t)dt=(cos2tdt)i(2sintdt)j+(11+t2dt)k\mathbf{v}(t) = \int \mathbf{v}'(t) dt = \left(\int \cos 2t dt\right)\mathbf{i} - \left(\int 2\sin t dt\right)\mathbf{j} + \left(\int \frac{1}{1+t^2} dt\right)\mathbf{k}

=12sin2ti+2costj+arctantk+C= \frac{1}{2}\sin 2t\mathbf{i} + 2\cos t\mathbf{j} + \arctan t\mathbf{k} + \mathbf{C}

Using the initial condition v(0)=3i2j+k\mathbf{v}(0) = 3\mathbf{i} - 2\mathbf{j} + \mathbf{k}:

3i2j+k=12sin0i+2cos0j+arctan0k+C3\mathbf{i} - 2\mathbf{j} + \mathbf{k} = \frac{1}{2}\sin 0\mathbf{i} + 2\cos 0\mathbf{j} + \arctan 0\mathbf{k} + \mathbf{C}

3i2j+k=2j+C3\mathbf{i} - 2\mathbf{j} + \mathbf{k} = 2\mathbf{j} + \mathbf{C}

C=3i4j+k\mathbf{C} = 3\mathbf{i} - 4\mathbf{j} + \mathbf{k}

Therefore, v(t)=(12sin2t+3)i+(2cost4)j+(arctant+1)k\mathbf{v}(t) = \left(\frac{1}{2}\sin 2t + 3\right)\mathbf{i} + (2\cos t - 4)\mathbf{j} + (\arctan t + 1)\mathbf{k}

Example 3

Evaluate 12(t2i+3tj+1t4k)dt\int_1^2 (t^2\mathbf{i} + 3t\mathbf{j} + \frac{1}{t^4}\mathbf{k}) dt.

Solution:

12(t2i+3tj+t4k)dt=[t33i+3t22j13t3k]12\int_1^2 (t^2\mathbf{i} + 3t\mathbf{j} + t^{-4}\mathbf{k}) dt = \left[\frac{t^3}{3}\mathbf{i} + \frac{3t^2}{2}\mathbf{j} - \frac{1}{3t^3}\mathbf{k}\right]_1^2

=(83i+6j124k)(13i+32j13k)=73i+92j+724k= \left(\frac{8}{3}\mathbf{i} + 6\mathbf{j} - \frac{1}{24}\mathbf{k}\right) - \left(\frac{1}{3}\mathbf{i} + \frac{3}{2}\mathbf{j} - \frac{1}{3}\mathbf{k}\right) = \frac{7}{3}\mathbf{i} + \frac{9}{2}\mathbf{j} + \frac{7}{24}\mathbf{k}

Example 4

An engineer found that the velocity v\mathbf{v} of a particle moving in space through a curved path is a function of time tt such that v(t)=2t2i+6e4tj+8cos4tk\mathbf{v}(t) = 2t^2\mathbf{i} + 6e^{-4t}\mathbf{j} + 8\cos 4t\mathbf{k}. Find its position after time tt.

Solution:

r(t)=v(t)dt=(2t2dt)i+(6e4tdt)j+(8cos4tdt)k\mathbf{r}(t) = \int \mathbf{v}(t) dt = \left(\int 2t^2 dt\right)\mathbf{i} + \left(\int 6e^{-4t} dt\right)\mathbf{j} + \left(\int 8\cos 4t dt\right)\mathbf{k}

=23t3i32e4tj+2sin4tk+C= \frac{2}{3}t^3\mathbf{i} - \frac{3}{2}e^{-4t}\mathbf{j} + 2\sin 4t\mathbf{k} + \mathbf{C}

Example 5

A particle travels so that its acceleration is a(t)=2sin2ti3costj+k\mathbf{a}(t) = 2\sin 2t\mathbf{i} - 3\cos t\mathbf{j} + \mathbf{k}. If at t=0t = 0, the particle is located at (2,1,0)(2, 1, 0) and is moving with velocity 4i+2j4\mathbf{i} + 2\mathbf{j}, find:

(a) The velocity of the particle at any time tt.

(b) The displacement of the particle at any time tt.

Solution:

(a) v(t)=a(t)dt=(2sin2tdt)i(3costdt)j+(dt)k\mathbf{v}(t) = \int \mathbf{a}(t) dt = \left(\int 2\sin 2t dt\right)\mathbf{i} - \left(\int 3\cos t dt\right)\mathbf{j} + \left(\int dt\right)\mathbf{k}

=cos2ti3sintj+tk+C1= -\cos 2t\mathbf{i} - 3\sin t\mathbf{j} + t\mathbf{k} + \mathbf{C}_1

At t=0t=0, v(0)=4i+2j\mathbf{v}(0) = 4\mathbf{i} + 2\mathbf{j}, so 4i+2j=i+C14\mathbf{i} + 2\mathbf{j} = -\mathbf{i} + \mathbf{C}_1, therefore C1=5i+2j\mathbf{C}_1 = 5\mathbf{i} + 2\mathbf{j}

v(t)=(5cos2t)i+(23sint)j+tk\mathbf{v}(t) = (5 - \cos 2t)\mathbf{i} + (2 - 3\sin t)\mathbf{j} + t\mathbf{k}

(b) r(t)=v(t)dt=((5cos2t)dt)i+((23sint)dt)j+(tdt)k\mathbf{r}(t) = \int \mathbf{v}(t) dt = \left(\int (5 - \cos 2t) dt\right)\mathbf{i} + \left(\int (2 - 3\sin t) dt\right)\mathbf{j} + \left(\int t dt\right)\mathbf{k}

=(5t12sin2t)i+(2t+3cost)j+12t2k+C2= (5t - \frac{1}{2}\sin 2t)\mathbf{i} + (2t + 3\cos t)\mathbf{j} + \frac{1}{2}t^2\mathbf{k} + \mathbf{C}_2

At t=0t=0, r(0)=2i+j\mathbf{r}(0) = 2\mathbf{i} + \mathbf{j}, so 2i+j=3j+C22\mathbf{i} + \mathbf{j} = 3\mathbf{j} + \mathbf{C}_2, therefore C2=2i2j\mathbf{C}_2 = 2\mathbf{i} - 2\mathbf{j}

r(t)=(5t12sin2t+2)i+(2t+3cost2)j+12t2k\mathbf{r}(t) = (5t - \frac{1}{2}\sin 2t + 2)\mathbf{i} + (2t + 3\cos t - 2)\mathbf{j} + \frac{1}{2}t^2\mathbf{k}

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