Ideas Re: Practical Projects using MV Calculus and Linear Algebra

In summary, a grade 11 student is studying MV Calculus and Linear Algebra through distance learning at Stanford. They have an agreement with their school to complete a project demonstrating their knowledge in these subjects for academic credit. However, they are unsure of what project to do and are seeking suggestions. Some suggestions include fluid dynamics, economics, and chemistry. The student has the freedom to choose their own topic, as their advisors may not be familiar with the subjects. They are also open to learning new things, but do not want to rush through a subject just for the project. Possible project ideas include proving statements of the invertible matrix theorem, studying production functions and differential equations, and exploring the overlap between linear algebra and multivariable calculus in the
  • #1
ecouter11
2
0
Hi everyone,

I'm a grade 11 student in HS and am currently studying MV Calculus and Linear Algebra from distance learning through Stanford. Due to some problems, I'm going pretty slowly but I expect things to pick up soon. Anyway, I have an agreement with my school that if I complete a project that demonstrates my knowledge of the information taught in the aforementioned courses, they will give me credit-otherwise, I am screwed.

Unfortunately, I have no clue what to do. My research experience and interests are mainly in various fields of biology and although our work is based on physics and mathematics principles, the actual experiments don't go indepth. I was originally planning to do something with general physics (last year, I explained special relativity w/ proofs for my physics class) but I've had no time to touch physics, as I'm buried with copious amounts of work. I am interested in learning more about programming and CS but again, I want to learn it properly and not sort of rush through to put something together.

As such, do you guys have any suggestions with regards to a reasonable project that I could complete that demonstrated my knowledge in these fields? My proposal is due by Jan 7th. My teacher suggested fluid dynamics and someone else told me economics (?) but I'm not really sure how/if I could do that. Thanks- all opinions are very much welcome :)
 
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  • #2
ecouter11 said:
, I'm going pretty slowly but I expect things to pick up soon.

I'm buried with copious amounts of work.

My proposal is due by Jan 7th. My teacher suggested fluid dynamics and someone else told me economics (?) but I'm not really sure how/if I could do that.

If your main goal is to get academic credit for your online work, your primary problem involves the sociological question of approval, not any technical mathematical question.

Who will judge your project? (Presumably, it won't be the members of physicforums, however fascinating their suggestions may be.) If your teacher or someone else has a significant vote in evaluating your project and they have a definite vision of a project, the safest bet is take their suggestions. Don't vary from them.

If your advisors are making suggestions off the top of their heads, then you should investigate what kinds of projects have been approved for credit in the past for other students.

Perhaps you are the first student doing this and perhaps none of you advisors knows multivariable calculus very well. Then you have great freedom in picking a topic. Is that the situation?

Both the suggestions your were given involve learning subject matter outside of the the mathematics. Is that a requirement? (You say you are buried in work and that you don't want to spend time learning additional subjects.)
 
  • #3
Thanks for the response.
Perhaps you are the first student doing this and perhaps none of you advisors knows multivariable calculus very well. Then you have great freedom in picking a topic. Is that the situation?

Yep, basically. The people that will be evaluating me are undoubtedly intelligent; however, I think it's been a while since they've studied multivariable or linear algebra.

Both the suggestions your were given involve learning subject matter outside of the the mathematics. Is that a requirement? (You say you are buried in work and that you don't want to spend time learning additional subjects.)

No, it's not. I actually don't have a problem with learning new things, but I don't see the point of taking on a "sequential" subject or idea (that needs to be taught in a certain order to make sense) and rushing through it poorly just to finish this project.

However, I will be devoting a large amount of time to learning general and organic chemistry for something else I absolutely need to do. As such, if I could do something involving math in these areas, I would be very happy to do it. I'm also ready to do studies of relatively 'isolated' topics that can be learned without bypassing or skipping around important fundamentals. I'm just not sure where/what things to look at. If anyone has any ideas on a topic or idea that fits one of the above criteria, I'm all ears!
 
  • #4
For linear algebra, you could perhaps prove every statement of the invertible matrix theorem in front of the class, or perhaps do a case study of the Leontief consumption matrices and conditions under which they are invertible.

For multivariable calculus, you could do a basic investigation of the Euler equations, equation of continuity, Bernoulli equations, Toricelli's principle, Navier-Stokes etc. That would be the fluid mechanics route. Under the economics route, you could study various production functions, differential equations governing supply and demad, incentive functions in social choice theory, tax/tariff/price floor/wage floor effects considered using calculus. You could even prove the general case of the law of comparative advantage.

Could also go into chemistry, then you'd be able to supplement the research quite easily with an experiment. You could show the boiling point elevation of some common substances, such as water, olive oil etc. and then derive the boiling point elevation constant using chemical potentials.

BiP
 
  • #5
ecouter11 said:
am currently studying MV Calculus and Linear Algebra from distance learning through Stanford.

Are there links to the Stanford material that the public can use? Your would-be advisors might see how to develop applications that are already mentioned in the courses.
 
  • #6
For my final project in MV calc this year I had to write a paper on the topic of curvature in 3-space, aka differential geometry. Might be more in-depth than what you'd want to pursue in a high school project (I had to do a LOT of research and scratch my head trying to figure it out), but as I recall the computations for gaussian/mean curvature in 3-space could be done using both linear A and multivariable calculus. Perhaps you could explore the overlap between both subjects and tie them into calculating the way something in 3-space curves. Use a computer algebra system to help with some of the computations though, they'll get messy.
 

Related to Ideas Re: Practical Projects using MV Calculus and Linear Algebra

1.

What are some practical applications of multivariate calculus and linear algebra?

Some practical projects using MV calculus and linear algebra include machine learning and artificial intelligence, image and signal processing, financial analysis, and optimization problems in engineering and science.

2.

How do MV calculus and linear algebra relate to each other?

Multivariate calculus and linear algebra are closely related as they both involve the study of multiple variables and their interactions. Linear algebra provides a foundation for multivariate calculus, as many concepts such as vectors, matrices, and systems of equations are used in both fields.

3.

What are some key concepts in multivariate calculus and linear algebra?

Some key concepts in multivariate calculus include partial derivatives, multiple integrals, and vector calculus. In linear algebra, key concepts include vector spaces, linear transformations, and eigenvalues and eigenvectors.

4.

How can I apply MV calculus and linear algebra to real-world problems?

Multivariate calculus and linear algebra are widely used in various fields such as physics, engineering, economics, and computer science. By understanding the concepts and techniques, you can solve practical problems in these fields that involve multiple variables.

5.

What resources are available for learning about practical projects using MV calculus and linear algebra?

There are many online courses and tutorials available for learning about practical projects using MV calculus and linear algebra. You can also find textbooks, practice problems, and online communities where you can ask questions and get help with your projects.

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