Linear Algebra Proofs for Engineering Majors: A Fair Assessment?

In summary, the conversation discusses the challenges of grading proofs for a linear algebra class comprised of engineering majors. The homework assignments are mostly proofs, which may be unfair to students who have not taken proof-based classes. The group discusses the importance of engineers being able to justify and prove their ideas, and the potential benefit of providing resources on proof-writing for students in the class. Some believe that the "show" in the questions allows for less rigor in the proofs, while others see it as an opportunity for critical thinking and developing skills.
  • #1
MostlyHarmless
345
15
I'm grading for a linear algebra class this semester. The class is comprised entirely of engineering majors of various flavors. The homework assigned by the professor is almost entirely "proofs" they are fairly specific proofs. Really the only thing that designates them as proofs is that the questions start with "show" instead of "find". I feel like this is largely unfair to the students. As I'm told to not only grade their answers, but their proofs, but these are engineers.. They've never taken any proof based classes and never will after this. In fact, the math majors are required to take an alternative, proof based linear algebra class.

Also, they are horrid at proving things. Which, why shouldn't they be? They are engineers, not math majors. So it makes everyone's life harder than it needs to be.. In my opinion at least.

I'm interested to hear what others think about making engineers prove things.
 
Science news on Phys.org
  • #2
It's a good idea - and quite normal in NZ colleges.
Did you check what counts as a proof for the class in question? i.e. did you review the model answers and/or the course material?
 
  • #3
I'm given solutions for each homework. These solutions are generally less "rigorous" than a proof that I would turn in on any of my own homeworks. So I don't expect the proofs on the homeworks I'm grading to be something like: "Let blah be a blah such that blah.. then blah, therefor blah, and hence blah.." I generally just look for a solid progression of justification with some words, or no words if the symbol pushing is clear enough.

My main complaint though, is it seems like there is nothing being said in the class about writing proofs. I make small notes when I can, but I continually see instances where the student likely understands, but they omit a critical step of a proof because it is "obvious". So that effectively miss the entire point of the proof. For example: In showing that addition is commutative in ##\mathbb{C}##. They will do all the associating of of the reals and imaginary parts, but then they do this ##(a+c) +(b+d)i = (c+di)+(a+bi)##. Which is obvious, but the point is that complex addition commutes because real addition does. Which is lost here.
 
  • #4
It would appear, therefore, that a rigorous or formal proof is not required for the class.
You are over-thinking the assignment - not everyone uses exact language all the time.
 
  • #5
I most certainly am over-thinking the assignment, that was never really in question. My point is, it seems like it would be more helpful to ask them to just calculate things than it is to ask the students to prove things, but then allow for a proof that skims the ideas without forcing them to explore exactly why something is true.
 
  • #6
MostlyHarmless said:
I'm grading for a linear algebra class this semester. The class is comprised entirely of engineering majors of various flavors. The homework assigned by the professor is almost entirely "proofs" they are fairly specific proofs. Really the only thing that designates them as proofs is that the questions start with "show" instead of "find". I feel like this is largely unfair to the students. As I'm told to not only grade their answers, but their proofs, but these are engineers.. They've never taken any proof based classes and never will after this. In fact, the math majors are required to take an alternative, proof based linear algebra class.

Also, they are horrid at proving things. Which, why shouldn't they be? They are engineers, not math majors. So it makes everyone's life harder than it needs to be.. In my opinion at least.

I'm interested to hear what others think about making engineers prove things.
IMO, it's a good idea. At some point in their (engineers) career, they will likely need to justify (i.e., "show") why their new idea is reasonable and valid.

It's not just engineering students who have a hard time with linear algebra with its problems requiring proofs -- math students typically have difficulties as well, in my experience. What you might do is to talk with the instructor for the course, about making available a resource on some basic types of proofs, with a few examples of each type.
 
  • #7
I don't think "show that" is really identical to "prove". I think "show that" allows for a certain lack of rigor, or as I would rather put it, reliance on a past body of work. I had a rather "proofy" linear algebra class, and I thought it was valuable - but it focused on the main ideas, and not the minutiae that can easily crop up in a proof-based class.
 
  • #8
Mark44 said:
IMO, it's a good idea. At some point in their (engineers) career, they will likely need to justify (i.e., "show") why their new idea is reasonable and valid.
I agree. Critical thinking is a skill engineers should be developing. Being able to write a proof may not be a skill they need, but they should know enough to be able to justify what's "obvious," rather than just accepting something on faith. Writing valid proofs will help them learn how to do that.

It's not just engineering students who have a hard time with linear algebra with its problems requiring proofs -- math students typically have difficulties as well, in my experience. What you might do is to talk with the instructor for the course, about making available a resource on some basic types of proofs, with a few examples of each type.
When I was an undergrad, I took a course in set theory, which was the course most of the computer science majors took to satisfy the requirement of taking an upper-division math course. The professor gave weekly quizzes where students were asked to write proofs. The results of the first quiz, in his words, was "a disaster." He said 3 students out of about 40 did well on the quiz, and they didn't need to stick around for class that day. Everyone else failed, and he was going to teach them how to write a proper proof. After the second quiz, he said people did much better.
 

Related to Linear Algebra Proofs for Engineering Majors: A Fair Assessment?

1. What is the purpose of proofs in linear algebra?

The purpose of proofs in linear algebra is to provide a logical and rigorous justification for mathematical statements and theorems in the field of linear algebra. Proofs help to ensure that mathematical concepts and results are true and can be applied reliably in various situations.

2. How do you construct a proof in linear algebra?

To construct a proof in linear algebra, you need to start by clearly stating the theorem or statement you want to prove. Then, use a combination of definitions, axioms, and previously proven theorems to logically and systematically show the validity of the statement. It is important to use precise and concise language and to clearly explain each step in the proof.

3. What are the common techniques used in proofs in linear algebra?

Some common techniques used in proofs in linear algebra include direct proof, proof by contrapositive, proof by contradiction, and proof by induction. These techniques involve using logical reasoning, properties of numbers and vectors, and algebraic manipulations to prove a statement.

4. Can you use visual aids to help with proofs in linear algebra?

Yes, visual aids such as diagrams, graphs, and matrices can be useful in understanding and constructing proofs in linear algebra. They can help to illustrate concepts and relationships between variables, making it easier to develop a logical proof.

5. How important are proofs in linear algebra in real-world applications?

Proofs in linear algebra are crucial in real-world applications as they provide the foundation for the use of mathematical concepts and techniques in various fields such as engineering, physics, computer science, and economics. Proofs ensure the validity and reliability of mathematical models and calculations, making them essential in solving real-world problems.

Similar threads

  • STEM Educators and Teaching
6
Replies
209
Views
7K
Replies
6
Views
440
  • STEM Academic Advising
Replies
8
Views
1K
  • Linear and Abstract Algebra
Replies
3
Views
1K
  • STEM Academic Advising
Replies
9
Views
2K
  • Science and Math Textbooks
Replies
13
Views
2K
Replies
4
Views
893
  • Science and Math Textbooks
Replies
15
Views
2K
  • STEM Academic Advising
Replies
16
Views
556
  • STEM Academic Advising
Replies
6
Views
4K
Back
Top