Difference between revisions of "BSc: Mathematical Analysis II.s23"
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=== Open access resources === |
=== Open access resources === |
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− | * Jerrold E. Marsden and Alan Weinstein, Calculus I, II, and II. Springer-Verlag, Second Edition 1985 |
+ | * Jerrold E. Marsden and Alan Weinstein, Calculus I, II, and II. Springer-Verlag, Second Edition 1985 [https://www.cds.caltech.edu/~marsden/volume/Calculus/ link] |
+ | * Robert A. Adams, Christopher Essex (2017) Calculus. A Complete Course, Pearson |
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− | * Zorich, V. A. Mathematical Analysis I, Translator: Cooke R. (2004) |
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− | |||
− | === Software and tools used within the course === |
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− | * No. |
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== Activities and Teaching Methods == |
== Activities and Teaching Methods == |
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|+ Teaching and Learning Methods within each section |
|+ Teaching and Learning Methods within each section |
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|- |
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− | ! Teaching Techniques !! Section 1 !! Section 2 !! Section 3 |
+ | ! Teaching Techniques !! Section 1 !! Section 2 !! Section 3 !! Section 4 |
|- |
|- |
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− | | Problem-based learning (students learn by solving open-ended problems without a strictly-defined solution) || 0 || 0 || 0 |
+ | | Problem-based learning (students learn by solving open-ended problems without a strictly-defined solution) || 0 || 0 || 0 || 0 |
|- |
|- |
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− | | Project-based learning (students work on a project) || |
+ | | Project-based learning (students work on a project) || 0 || 0 || 0 || 0 |
|- |
|- |
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− | | Modular learning (facilitated self-study) || 0 || 0 || 0 |
+ | | Modular learning (facilitated self-study) || 0 || 0 || 0 || 0 |
|- |
|- |
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− | | Differentiated learning (provide tasks and activities at several levels of difficulty to fit students needs and level) || 1 || 1 || 1 |
+ | | Differentiated learning (provide tasks and activities at several levels of difficulty to fit students needs and level) || 1 || 1 || 1 || 1 |
|- |
|- |
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− | | Contextual learning (activities and tasks are connected to the real world to make it easier for students to relate to them) || 0 || 0 || 0 |
+ | | Contextual learning (activities and tasks are connected to the real world to make it easier for students to relate to them) || 0 || 0 || 0 || 0 |
|- |
|- |
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− | | Business game (learn by playing a game that incorporates the principles of the material covered within the course) || 0 || 0 || 0 |
+ | | Business game (learn by playing a game that incorporates the principles of the material covered within the course) || 0 || 0 || 0 || 0 |
|- |
|- |
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− | | Inquiry-based learning || 0 || 0 || 0 |
+ | | Inquiry-based learning || 0 || 0 || 0 || 0 |
|- |
|- |
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− | | Just-in-time teaching || 0 || 0 || 0 |
+ | | Just-in-time teaching || 0 || 0 || 0 || 0 |
|- |
|- |
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− | | Process oriented guided inquiry learning (POGIL) || 0 || 0 || 0 |
+ | | Process oriented guided inquiry learning (POGIL) || 0 || 0 || 0 || 0 |
|- |
|- |
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− | | Studio-based learning || 0 || 0 || 0 |
+ | | Studio-based learning || 0 || 0 || 0 || 0 |
|- |
|- |
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− | | Universal design for learning || 0 || 0 || 0 |
+ | | Universal design for learning || 0 || 0 || 0 || 0 |
|- |
|- |
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− | | Task-based learning || 0 || 0 || 0 |
+ | | Task-based learning || 0 || 0 || 0 || 0 |
|} |
|} |
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{| class="wikitable" |
{| class="wikitable" |
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|+ Activities within each section |
|+ Activities within each section |
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|- |
|- |
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− | ! Learning Activities !! Section 1 !! Section 2 !! Section 3 |
+ | ! Learning Activities !! Section 1 !! Section 2 !! Section 3 !! Section 4 |
|- |
|- |
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− | | Lectures || 1 || 1 || 1 |
+ | | Lectures || 1 || 1 || 1 || 1 |
|- |
|- |
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− | | Interactive Lectures || 1 || 1 || 1 |
+ | | Interactive Lectures || 1 || 1 || 1 || 1 |
|- |
|- |
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− | | Lab exercises || 1 || 1 || 1 |
+ | | Lab exercises || 1 || 1 || 1 || 1 |
|- |
|- |
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− | | Experiments || 0 || 0 || 0 |
+ | | Experiments || 0 || 0 || 0 || 0 |
|- |
|- |
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− | | Modeling || 0 || 0 || 0 |
+ | | Modeling || 0 || 0 || 0 || 0 |
|- |
|- |
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− | | Cases studies || 0 || 0 || 0 |
+ | | Cases studies || 0 || 0 || 0 || 0 |
|- |
|- |
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− | | Development of individual parts of software product code || 0 || 0 || 0 |
+ | | Development of individual parts of software product code || 0 || 0 || 0 || 0 |
|- |
|- |
||
− | | Individual Projects || 0 || 0 || 0 |
+ | | Individual Projects || 0 || 0 || 0 || 0 |
|- |
|- |
||
− | | Group projects || 0 || 0 || 0 |
+ | | Group projects || 0 || 0 || 0 || 0 |
|- |
|- |
||
− | | Flipped classroom || 0 || 0 || 0 |
+ | | Flipped classroom || 0 || 0 || 0 || 0 |
|- |
|- |
||
− | | Quizzes (written or computer based) || |
+ | | Quizzes (written or computer based) || 1 || 1 || 1 || 1 |
|- |
|- |
||
− | | Peer Review || 0 || 0 || 0 |
+ | | Peer Review || 0 || 0 || 0 || 0 |
|- |
|- |
||
− | | Discussions || 1 || 1 || 1 |
+ | | Discussions || 1 || 1 || 1 || 1 |
|- |
|- |
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− | | Presentations by students || 0 || 0 || 0 |
+ | | Presentations by students || 0 || 0 || 0 || 0 |
|- |
|- |
||
− | | Written reports || 0 || 0 || 0 |
+ | | Written reports || 0 || 0 || 0 || 0 |
|- |
|- |
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− | | Simulations and role-plays || 0 || 0 || 0 |
+ | | Simulations and role-plays || 0 || 0 || 0 || 0 |
|- |
|- |
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− | | Essays || 0 || 0 || 0 |
+ | | Essays || 0 || 0 || 0 || 0 |
|- |
|- |
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− | | Oral Reports || 0 || 0 || 0 |
+ | | Oral Reports || 0 || 0 || 0 || 0 |
|} |
|} |
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==== Section 1 ==== |
==== Section 1 ==== |
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− | # |
+ | # Derive the Maclaurin expansion for <math display="inline">f(x)=\sqrt[3]{1+e^{-2x}}</math> up to <math display="inline">o\left(x^3\right)</math>. |
+ | # Find <math display="inline">\lim\limits_{x\to0}\lim\limits_{y\to0}u(x;y)</math>, <math display="inline">\lim\limits_{y\to0}\lim\limits_{x\to0}u(x;y)</math> and <math display="inline">\lim\limits_{(x;y)\to(0;0)}u(x;y)</math> if <math display="inline">u(x;y)=\frac{x^2y+xy^2}{x^2-xy+y^2}</math>. |
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− | #: the asymptotes of this curve; |
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− | #: the derivative <math display="inline">y'_x</math>. |
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⚫ | |||
− | #: Draw graphs of functions |
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− | #: Find asymptotes |
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− | # Find the derivatives of the following functions: |
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− | #* <math display="inline">f(x)=\log_{|\sin x|}\sqrt[6]{x^2+6}</math>; |
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⚫ | |||
==== Section 2 ==== |
==== Section 2 ==== |
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+ | # Find the differential of a function: (a) <math display="inline">u(x;y)=\ln\left(x+\sqrt{x^2+y^2}\right)</math>; (b) <math display="inline">u(x;y)=\ln\sin\frac{x+1}{\sqrt y}</math>. |
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− | # Find the following integrals: |
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+ | # Find the differential of <math display="inline">u(x;y)</math> given implicitly by an equation <math display="inline">x^3+2y^3+u^3-3xyu+2y-3=0</math> at points <math display="inline">M(1;1;1)</math> and <math display="inline">N(1;1;-2)</math>. |
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− | #*<math display="inline">\int\frac{\sqrt{4+x^2}+2\sqrt{4-x^2}}{\sqrt{16-x^4}}\,dx</math>; |
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+ | # Find maxima and minima of a function subject to a constraint (or several constraints): |
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− | #*<math display="inline">\int2^{2x}e^x\,dx</math>; |
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+ | ## <math display="inline">u=x^2y^3z^4</math>, <math display="inline">2x+3y+4z=18</math>, <math display="inline">x>0</math>, <math display="inline">y>0</math>, <math display="inline">z>0</math>; |
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− | #*<math display="inline">\int\frac{dx}{3x^2-x^4}</math>. |
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− | # |
+ | ## <math display="inline">u=x-y+2z</math>, <math display="inline">x^2+y^2+2z^2=16</math>; |
− | # |
+ | ## <math display="inline">u=\sum\limits_{i=1}^ka_ix_i^2</math>, <math display="inline">\sum\limits_{i=1}^kx_i=1</math>, <math display="inline">a_i>0</math>; |
==== Section 3 ==== |
==== Section 3 ==== |
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+ | # Represent double integrals below as an iterated integrals (or a sum of iterated integrals) with different orders of integration: <math display="inline">\iint\limits_Df(x;y)\,dx\,dy</math> where <math display="inline">D=\left\{(x;y)\left|x^2+y^2\leq9,\,x^2+(y+4)^2\geq25\right.\right\}</math>. |
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− | # Find limits of the following sequences or prove that they do not exist: |
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+ | # Represent integral <math display="inline">I=\displaystyle\iiint\limits_Df(x;y;z)\,dx\,dy\,dz</math> as iterated integrals with all possible (i.e. 6) orders of integration; <math display="inline">D</math> is bounded by <math display="inline">x=0</math>, <math display="inline">x=a</math>, <math display="inline">y=0</math>, <math display="inline">y=\sqrt{ax}</math>, <math display="inline">z=0</math>, <math display="inline">z=x+y</math>. |
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− | #* <math>a_n=n-\sqrt{n^2-70n+1400}</math>; |
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− | # |
+ | # Change order of integration in the iterated integral <math display="inline">\int\limits_0^{\sqrt2}dy\int\limits_y^{\sqrt{4-y^2}}f(x;y)\,dx</math>. |
+ | # Find the volume of a solid given by <math display="inline">0\leq z\leq x^2</math>, <math display="inline">x+y\leq 5</math>, <math display="inline">x-2y\geq2</math>, <math display="inline">y\geq0</math>. |
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− | #* <math display="inline">x_n=\frac{\left(2n^2+1\right)^6(n-1)^2}{\left(n^7+1000n^6-3\right)^2}</math>. |
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− | === |
+ | ==== Section 4 ==== |
+ | # Find line integrals of a scalar fields <math display="inline">\displaystyle\int\limits_{\Gamma}(x+y)\,ds</math> where <math display="inline">\Gamma</math> is boundary of a triangle with vertices <math display="inline">(0;0)</math>, <math display="inline">(1;0)</math> and <math display="inline">(0;1)</math>. |
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⚫ | |||
+ | # Having ascertained that integrand is an exact differential, calculate the integral along a piecewise smooth plain curve that starts at <math display="inline">A</math> and finishes at <math display="inline">B</math>: <math display="inline">\displaystyle\int\limits_{\Gamma}\left(x^4+4xy^3\right)\,dx +\left(6x^2y^2-5y^4\right)\,dy</math>, <math display="inline">A(-2;-1)</math>, <math display="inline">B(0;3)</math>; |
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− | # Apply the appropriate differentiation technique to a given problem. |
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− | # Find a derivative of a function |
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− | # Apply Leibniz formula |
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− | # Draw graphs of functions |
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− | # Find asymptotes of a parametric function |
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+ | === Final assessment === |
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⚫ | |||
⚫ | |||
− | # Apply the appropriate integration technique to the given problem |
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+ | # Find out whether the following functional series converges uniformly on the indicated intervals. Justify your answer. <math display="inline">\sum\limits_{n=1}^{\infty}e^{-n\left(x^2+2\sin x\right)}</math>, <math display="inline">\Delta_1=(0;1]</math>, <math display="inline">\Delta_2=[1;+\infty)</math>; |
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− | # Find the value of the devinite integral |
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+ | # Find out whether the following functional series converges uniformly on the indicated intervals. Justify your answer. <math display="inline">\sum\limits_{n=1}^{\infty}\frac{\sqrt{nx^3}}{x^2+n^2}</math>, <math display="inline">\Delta_1=(0;1)</math>, <math display="inline">\Delta_2=(1;+\infty)</math> |
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− | # Calculate the area of the domain or the length of the curve |
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⚫ | |||
− | |||
+ | # Find all points where the differential of a function <math display="inline">f(x;y)=(5x+7y-25)e^{-x^2-xy-y^2}</math> is equal to zero. |
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⚫ | |||
⚫ | |||
− | # Find a limit of a sequence |
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+ | # Find maxima and minima of function <math display="inline">u=2x^2+12xy+y^2</math> under condition that <math display="inline">x^2+4y^2=25</math>. Find the maximum and minimum value of a function |
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− | # Find a limit of a function |
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⚫ | |||
⚫ | |||
+ | # Domain <math display="inline">G</math> is bounded by lines <math display="inline">y=2x</math>, <math display="inline">y=x</math> and <math display="inline">y=2</math>. Rewrite integral <math display="inline">\iint\limits_Gf(x)\,dx\,dy</math> as a single integral. |
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+ | # Represent the integral <math display="inline">\displaystyle\iint\limits_Gf(x;y)\,dx\,dy</math> as iterated integrals with different order of integration in polar coordinates if <math display="inline">G=\left\{(x;y)\left|a^2\leq x^2+y^2\leq 4a^2;\,|x|-y\geq0\right.\right\}</math>. |
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+ | # Find the integral making an appropriate substitution: <math display="inline">\displaystyle\iiint\limits_G\left(x^2-y^2\right)\left(z+x^2-y^2\right)\,dx\,dy\,dz</math>, <math display="inline">G=\left\{(x;y;z)\left|x-1<y<x;\,1-x<y<2-x;\,1-x^2+y^2<z<y^2-x^2+2x\right.\right\}</math>. |
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+ | ==== Section 4 ==== |
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+ | # Find line integrals of a scalar fields <math display="inline">\displaystyle\int\limits_{\Gamma}(x+y)\,ds</math> where <math display="inline">\Gamma</math> is boundary of a triangle with vertices <math display="inline">(0;0)</math>, <math display="inline">(1;0)</math> and <math display="inline">(0;1)</math>. |
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+ | # Use divergence theorem to find the following integrals <math display="inline">\displaystyle\iint\limits_S(1+2x)\,dy\,dz+(2x+3y)\,dz\,dx+(3y+4z)\,dx\,dy</math> where <math display="inline">S</math> is the outer surface of a tetrahedron <math display="inline">\frac xa+\frac yb+\frac zc\leq1</math>, <math display="inline">x\geq0</math>, <math display="inline">y\geq0</math>, <math display="inline">z\geq0</math>; |
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=== The retake exam === |
=== The retake exam === |
Latest revision as of 11:15, 28 June 2022
Mathematical Analysis II
- Course name: Mathematical Analysis II
- Code discipline: CSE203
- Subject area: Math
Short Description
- Series: convergence, approximation
- Multivariate calculus: derivatives, differentials, maxima and minima
- Multivariate integration
- Basics of vector analysis
Course Topics
Section | Topics within the section |
---|---|
Infinite Series |
|
Partial Differentiation |
|
Multiple Integration |
|
Vector Analysis |
|
Intended Learning Outcomes (ILOs)
What is the main purpose of this course?
The goal of the course is to study basic mathematical concepts that will be required in further studies. The course is based on Mathematical Analysis I, and the concepts studied there are widely used in this course. The course covers differentiation and integration of functions of several variables. Some more advanced concepts, as uniform convergence of series and integrals, are also considered, since they are important for understanding applicability of many theorems of mathematical analysis. In the end of the course some useful applications are covered, such as gamma-function, beta-function, and Fourier transform.
ILOs defined at three levels
We specify the intended learning outcomes at three levels: conceptual knowledge, practical skills, and comprehensive skills.
Level 1: What concepts should a student know/remember/explain?
By the end of the course, the students should be able to ...
- know how to find minima and maxima of a function subject to a constraint
- know how to represent double integrals as iterated integrals and vice versa
- know what the length of a curve and the area of a surface is
Level 2: What basic practical skills should a student be able to perform?
By the end of the course, the students should be able to ...
- find partial and directional derivatives of functions of several variables;
- find maxima and minima for a function of several variables
- use Fubini theorem for calculating multiple integrals
- calculate line and path integrals
Level 3: What complex comprehensive skills should a student be able to apply in real-life scenarios?
By the end of the course, the students should be able to ...
- find multiple, path, surface integrals
- find the range of a function in a given domain
- decompose a function into infinite series
Grading
Course grading range
Grade | Range | Description of performance |
---|---|---|
A. Excellent | 90-100 | - |
B. Good | 75-89 | - |
C. Satisfactory | 60-74 | - |
D. Fail | 0-59 | - |
Course activities and grading breakdown
Activity Type | Percentage of the overall course grade |
---|---|
Midterm | 20 |
Quizzes | 28 (2 for each) |
Final exam | 50 |
In-class participation | 7 (including 5 extras) |
Recommendations for students on how to succeed in the course
- Participation is important. Attending lectures is the key to success in this course.
- Review lecture materials before classes to do well.
- Reading the recommended literature is obligatory, and will give you a deeper understanding of the material.
Resources, literature and reference materials
Open access resources
- Jerrold E. Marsden and Alan Weinstein, Calculus I, II, and II. Springer-Verlag, Second Edition 1985 link
- Robert A. Adams, Christopher Essex (2017) Calculus. A Complete Course, Pearson
Activities and Teaching Methods
Teaching Techniques | Section 1 | Section 2 | Section 3 | Section 4 |
---|---|---|---|---|
Problem-based learning (students learn by solving open-ended problems without a strictly-defined solution) | 0 | 0 | 0 | 0 |
Project-based learning (students work on a project) | 0 | 0 | 0 | 0 |
Modular learning (facilitated self-study) | 0 | 0 | 0 | 0 |
Differentiated learning (provide tasks and activities at several levels of difficulty to fit students needs and level) | 1 | 1 | 1 | 1 |
Contextual learning (activities and tasks are connected to the real world to make it easier for students to relate to them) | 0 | 0 | 0 | 0 |
Business game (learn by playing a game that incorporates the principles of the material covered within the course) | 0 | 0 | 0 | 0 |
Inquiry-based learning | 0 | 0 | 0 | 0 |
Just-in-time teaching | 0 | 0 | 0 | 0 |
Process oriented guided inquiry learning (POGIL) | 0 | 0 | 0 | 0 |
Studio-based learning | 0 | 0 | 0 | 0 |
Universal design for learning | 0 | 0 | 0 | 0 |
Task-based learning | 0 | 0 | 0 | 0 |
Learning Activities | Section 1 | Section 2 | Section 3 | Section 4 |
---|---|---|---|---|
Lectures | 1 | 1 | 1 | 1 |
Interactive Lectures | 1 | 1 | 1 | 1 |
Lab exercises | 1 | 1 | 1 | 1 |
Experiments | 0 | 0 | 0 | 0 |
Modeling | 0 | 0 | 0 | 0 |
Cases studies | 0 | 0 | 0 | 0 |
Development of individual parts of software product code | 0 | 0 | 0 | 0 |
Individual Projects | 0 | 0 | 0 | 0 |
Group projects | 0 | 0 | 0 | 0 |
Flipped classroom | 0 | 0 | 0 | 0 |
Quizzes (written or computer based) | 1 | 1 | 1 | 1 |
Peer Review | 0 | 0 | 0 | 0 |
Discussions | 1 | 1 | 1 | 1 |
Presentations by students | 0 | 0 | 0 | 0 |
Written reports | 0 | 0 | 0 | 0 |
Simulations and role-plays | 0 | 0 | 0 | 0 |
Essays | 0 | 0 | 0 | 0 |
Oral Reports | 0 | 0 | 0 | 0 |
Formative Assessment and Course Activities
Ongoing performance assessment
Section 1
- Derive the Maclaurin expansion for up to .
- Find , and if .
Section 2
- Find the differential of a function: (a) ; (b) .
- Find the differential of given implicitly by an equation at points and .
- Find maxima and minima of a function subject to a constraint (or several constraints):
- , , , , ;
- , ;
- , , ;
Section 3
- Represent double integrals below as an iterated integrals (or a sum of iterated integrals) with different orders of integration: where .
- Represent integral as iterated integrals with all possible (i.e. 6) orders of integration; is bounded by , , , , , .
- Change order of integration in the iterated integral .
- Find the volume of a solid given by , , , .
Section 4
- Find line integrals of a scalar fields where is boundary of a triangle with vertices , and .
- Having ascertained that integrand is an exact differential, calculate the integral along a piecewise smooth plain curve that starts at and finishes at : , , ;
Final assessment
Section 1
- Find out whether the following functional series converges uniformly on the indicated intervals. Justify your answer. , , ;
- Find out whether the following functional series converges uniformly on the indicated intervals. Justify your answer. , ,
Section 2
- Find all points where the differential of a function is equal to zero.
- Show that function satisfies the equation .
- Find maxima and minima of function under condition that . Find the maximum and minimum value of a function
- on a domain given by inequality ;
Section 3
- Domain is bounded by lines , and . Rewrite integral as a single integral.
- Represent the integral as iterated integrals with different order of integration in polar coordinates if .
- Find the integral making an appropriate substitution: , .
Section 4
- Find line integrals of a scalar fields where is boundary of a triangle with vertices , and .
- Use divergence theorem to find the following integrals where is the outer surface of a tetrahedron , , , ;
The retake exam
Retakes will be run as a comprehensive exam, where the student will be assessed the acquired knowledge coming from the textbooks, the lectures, the labs, and the additional required reading material, as supplied by the instructor. During such comprehensive oral/written the student could be asked to solve exercises and to explain theoretical and practical aspects of the course.