Method for proofs involving vectors and dot products?

In summary, proving problems using vectors and dot product can be challenging and may require a strong understanding of vector manipulation. It often involves labeling diagrams and constructing vector additions, and sometimes working the problem from both ends. It is important to translate the question into vector notation and to compare your solution to known proofs. It may also be helpful to use additional resources, such as textbooks, to supplement open courseware materials.
  • #1
Ascendant78
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Ok, I'm going to be taking calc III next week, so I wanted to get a head-start by doing the MIT multivariable calculus opencourseware. While most of the material was easy, these proofs are really killing me. Here are two examples:

Ex.1: Using vectors and dot product show the diagonals of a parallelogram have equal lengths if and only if it’s a rectangle.

Ex. 2: The median of a triangle is a vector from a vertex to the midpoint of the opposite side. Show the sum of the medians of the triangle.

Now, what I am wondering is if there's a specific type of method you utilize to prove these types of things? I feel like every time I try one on my own, I end up hitting a brick wall. I will figure out a handful of different restrictions and such, but I never seem to be able to tie up the loose ends.

I don't need the answers to either example as they have them online. I am just lost as to a method to figure these types of problems out. If anyone has any strategies, I'm all ears.
 
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  • #2
There's no specific method. Often it boils down to labeling your diagram and constructing some vector additions based on the problem that you have and then reduce them algebraically to get the result. Sometimes it helps to work the problem from both ends and hope they meet.

For your first example:

http://www.leadinglesson.com/problem-on-geometric-proofs-with-vectors

and for other related problems:

http://www.leadinglesson.com/begin-a-geometric-proof-by-labeling-important-points

I ran into a similar problem when learning vectors again where I doubted the sin of the sum of two angles and had to find the proof because I couldn't do it. It involved some clever labels and additional lines with the final result showing that the addition of two line segments were the same as sin(a+b) line segment and then I went duh...
 
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  • #3
Hi Ascendant78! :smile:
Ascendant78 said:
Ex.1: Using vectors and dot product show the diagonals of a parallelogram have equal lengths if and only if it’s a rectangle.

Ex. 2: The median of a triangle is a vector from a vertex to the midpoint of the opposite side. Show the sum of the medians of the triangle.

… I am wondering is if there's a specific type of method you utilize to prove these types of things?

Just translate the question into vector notation.

eg, if the sides of the parallelogram are a and b, what are the lengths of the diagonals?

subtract them, and translate back into english!

Similarly, if two sides of the triangle are a and b, what are the three medians?

add them!

Show us what you get :smile:
 
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  • #4
jedishrfu said:
There's no specific method. Often it boils down to labeling your diagram and constructing some vector additions based on the problem that you have and then reduce them algebraically to get the result. Sometimes it helps to work the problem from both ends and hope they meet.

For your first example:

http://www.leadinglesson.com/problem-on-geometric-proofs-with-vectors

and for other related problems:

http://www.leadinglesson.com/begin-a-geometric-proof-by-labeling-important-points

I ran into a similar problem when learning vectors again where I doubted the sin of the sum of two angles and had to find the proof because I couldn't do it. It involved some clever labels and additional lines with the final result showing that the addition of two line segments were the same as sin(a+b) line segment and then I went duh...

Thanks so much for those links. They were extremely helpful.

The proofs that were given to use from MIT were far more convoluted. I also feel like they only skimmed over what we needed to know, then had us applying the concepts in a way they hadn't explained yet. Can't really blame MIT though as they do caution users that you can run into that with the OCW sometimes. Just makes the learning take 10x longer without the explanations first before the problems. Anyway, thanks again, I really appreciate the help.
 
  • #5
tiny-tim said:
Hi Ascendant78! :smile:


Just translate the question into vector notation.

eg, if the sides of the parallelogram are a and b, what are the lengths of the diagonals?

subtract them, and translate back into english!

Similarly, if two sides of the triangle are a and b, what are the three medians?

add them!

Show us what you get :smile:

Thanks for the feedback. I know now that a part of my problem is not having a solid enough understanding of vectors to manipulate them with comfort yet. I think I just need to spend more time on these proofs to really get a solid understanding. I also think that I need to use my courses textbook along with the MIT OCW materials, as they don't quite seem complete. When I went back last night and read from my textbook and compared that to what I went over in the OCW, it all made a lot more sense.
 
  • #6
Ok, well I've been working on these for a bit now and still having difficulty. I have to say I'm really frustrated because the professors at our college told us Calc III is what most students consider the easiest, but I'm finding these proofs really difficult. My problem is I don't necessarily know what accounts as proof in most cases - I can't tell exactly when what I've provided suffices.

Do these vector and dot product proofs typically take a while for a person to wrap their mind around? I've never had this much trouble grasping a mathematical concept and am really frustrated.
 
  • #7
Ok, here is an example of what I'm talking about (*EDIT* - problem asked you to prove using vectors):

photo.jpg


In this proof, I started with defining the midpoint of each diagonal as two distinct points. Then, I sought to prove that both midpoints are located at the same point in space, which would mean that they bisect each other. Then, I used the "B-A = C-D" and "C-B = D-A" based on the definition of a parallelogram. After that, I simply manipulated variables in each of the equations and used substitution to cancel until both P and Q were equal to the same values.

While this makes sense to me and I feel I applied both vectors and the definition of a parallelogram to prove it, I am not sure if this is adequate or not? If it is not, can you please tell me why?

Also, is this something we really need to get down solid for a physics major? I have already spent hours and hours on it and don't want to keep putting time into it if it is not something I'll see much of later on.
 
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  • #8
You don't need to define two separate points only the intersection of the diagonals point and then prove that the line segments are equal in length.
 
  • #9
Hi Ascendant78! :smile:
Ascendant78 said:
While this makes sense to me and I feel I applied both vectors and the definition of a parallelogram to prove it, I am not sure if this is adequate or not?

Also, is this something we really need to get down solid for a physics major? I have already spent hours and hours on it and don't want to keep putting time into it if it is not something I'll see much of later on.

Yes, your proof is adequate, but more complicated than it needed to be.

You probably feel it's not very intuitive.

For proofs like this, it usually helps to find a notation that makes everything shorter and clearer.

In this case, you could start by saying let the origin be at one corner of the parallelogram, and let the two adjacent sides be a and b.

Then the two diagonals are … and … ?

And the midpoints are at … ?​

This a and b approach can be applied to any parallelogram or triangle problem, and has the advantage that it shows clearly how to apply the usual "parallelogram rule" for adding and subtracting vectors. :wink:
 
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  • #10
tiny-tim said:
Hi Ascendant78! :smile:Yes, your proof is adequate, but more complicated than it needed to be.

You probably feel it's not very intuitive.

For proofs like this, it usually helps to find a notation that makes everything shorter and clearer.

In this case, you could start by saying let the origin be at one corner of the parallelogram, and let the two adjacent sides be a and b.

Then the two diagonals are … and … ?

And the midpoints are at … ?​

This a and b approach can be applied to any parallelogram or triangle problem, and has the advantage that it shows clearly how to apply the usual "parallelogram rule" for adding and subtracting vectors. :wink:

Ok, I see what you mean. Thanks again. Also, you are right that I don't feel these are intuitive at all. I feel like I just start throwing out various vectors based on the figure and the restrictions that go with it, then I start tossing out vectors in attempts to unite them with the restrictions. I don't like that I don't feel like there is much of a method behind it beyond me just going from point a and point b and hoping I can get them to meet somewhere in between eventually.
 
  • #11
have another go now at your original two examples …

maybe something will click! :smile:
 

Related to Method for proofs involving vectors and dot products?

1. What is a vector?

A vector is a mathematical object that has both magnitude (size) and direction. It is represented as a directed line segment, with an arrow indicating the direction it is pointing. Vectors are commonly used in physics and engineering to represent quantities such as force, velocity, and displacement.

2. How do you add or subtract vectors?

To add or subtract vectors, you must first ensure that they are in the same coordinate system. Then, you can add or subtract the corresponding components of the vectors (x, y, and z) to obtain the resultant vector. Alternatively, you can use the parallelogram or triangle method to visually add or subtract vectors.

3. What is the dot product of two vectors?

The dot product of two vectors is a scalar value that represents the magnitude of one vector projected onto the other vector. It is calculated by multiplying the corresponding components of the two vectors and then adding them together. The dot product is useful in finding the angle between two vectors and in determining if two vectors are perpendicular to each other.

4. How do you use the dot product to prove geometric properties of vectors?

The dot product can be used to prove geometric properties of vectors by showing that the dot product of two vectors is equal to the product of their magnitudes and the cosine of the angle between them. This can be used to prove properties such as orthogonality, collinearity, and parallelism.

5. Can the dot product be used in higher dimensions?

Yes, the dot product can be extended to higher dimensions, such as three-dimensional space. It can also be generalized to vector spaces with any number of dimensions. The formula for calculating the dot product remains the same, but with additional components for each dimension.

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