Vectors Definition and 1000 Threads

In mathematics, physics and engineering, a Euclidean vector or simply a vector (sometimes called a geometric vector or spatial vector) is a geometric object that has magnitude (or length) and direction. Vectors can be added to other vectors according to vector algebra. A Euclidean vector is frequently represented by a ray (a directed line segment), or graphically as an arrow connecting an initial point A with a terminal point B, and denoted by






A
B






{\displaystyle {\overrightarrow {AB}}}
.A vector is what is needed to "carry" the point A to the point B; the Latin word vector means "carrier". It was first used by 18th century astronomers investigating planetary revolution around the Sun. The magnitude of the vector is the distance between the two points, and the direction refers to the direction of displacement from A to B. Many algebraic operations on real numbers such as addition, subtraction, multiplication, and negation have close analogues for vectors, operations which obey the familiar algebraic laws of commutativity, associativity, and distributivity. These operations and associated laws qualify Euclidean vectors as an example of the more generalized concept of vectors defined simply as elements of a vector space.
Vectors play an important role in physics: the velocity and acceleration of a moving object and the forces acting on it can all be described with vectors. Many other physical quantities can be usefully thought of as vectors. Although most of them do not represent distances (except, for example, position or displacement), their magnitude and direction can still be represented by the length and direction of an arrow. The mathematical representation of a physical vector depends on the coordinate system used to describe it. Other vector-like objects that describe physical quantities and transform in a similar way under changes of the coordinate system include pseudovectors and tensors.

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  1. V

    I (2,0) tensor is not a tensor product of two vectors?

    Hi. I'm trying to understand tensors and I've come across this problem: "Show that, in general, a (2, 0) tensor can't be written as a tensor product of two vectors". Well, prior to that sentence, I would have thought it could... Why not?
  2. H

    B Vectors & Gradients: Confused? Get Answers Now!

    I was watching a video explaining Einsteins field equations for beginners and he was giving some information on Vectors before he gets into the actual equations. He got to this equation: I'm real confused, how does he know that dx and dø are both? Why does dø change to dy? What does the...
  3. parshyaa

    I Why do we need projection of vectors

    I know that projection of vector B on A is ||B||cos(theta) where theta is the angle between vector A and B . But why do we find it . Is there any application for this
  4. parshyaa

    B The Addition of Two Vectors: A Visual Guide

    why addition of two vectors are represented by this diagram, why the sum of two vectors are between both the vectors. Does it takes the idea of hitting a ball , if we hit a ball to its left side it goes right side and when hitted to its right side it goes left side and when we hit...
  5. J

    Vectors are confusing me. I'm not sure if I'm doing it right

    Homework Statement Charge q1 = +8.36 μC is fixed at the origin and charge q2 = -4.28μC is fixed on the +x-axis, 0.371m from the origin. (a) Find the direction and magnitude of the electric field at a point P that has coordinates (0.466, 0.466) m. (b) Find the direction and magnitude of the...
  6. D

    I Kets and Vectors: Exploring 3-D Representation

    Hi. I have read that when working in 3-D the following kets | x > and | p > are not vectors in 3-D. If that is correct what are they ? I know | ψ > is an abstract vector but I thought | x > and | p > would be 3-D vectors in the position and momentum representation ? Thanks
  7. Eclair_de_XII

    What's a fast way to find the normal and binormal vectors?

    Homework Statement ##r(t)=(t^2)i+(1+\frac{1}{3}t^3)j+(t-\frac{1}{3}t^3)k## Find the tangential, normal, and binormal vectors for this TNB frame. Homework Equations ##T(t)=\frac{v(t)}{|v(t)|}## ##N(t)=\frac{T`(t)}{|T`(t)|}## ##B(t)=T(t)×N(t)## The Attempt at a Solution The problem isn't that I...
  8. Soumalya

    Statics: Equilibrium in 3-Dimensions

    Homework Statement The portable reel is used to wind up and store an air hose. The tension in the hose is 100 N and a vertical 200-N force is applied to the handle in order to steady the reel frame. Determine the minimum force P which must be applied perpendicular to the handle DE and the...
  9. S

    MHB Finding a set of vectors that span u,v....

    Find a set of vectors {u, v} in $\mathbb{R}^4$ that spans the solution set of the equations: $x - y + 2z - 2w = 0$ $2x + 2y -z + 3w = 0$ ($u$ and $v$ are both $4 \times 1$) $u = ?$, $v = ?$ I put the matrix in RREF to get $\begin{bmatrix}1&0&3/4&-1/4\\0&1&-5/4&7/4\end{bmatrix} =...
  10. Hardikph

    Is Δθ in a circle equal to the angle in a velocity vectors triangle?

    How is Δθ in circle equals to angle in velocity vectors triangle? I tried using simple geometry but I can't.
  11. BobJimbo

    Resolving Vectors Using the Vector Triple Product

    The problem: By considering w x (p x w) resolve vector p into a component parallel to a given vector w and a component perpendicular to a given vector w. Hint: a x (b x c) = b(a x c) - c(a x b) I'm afraid I really have no idea where to go with this one. The hint leads to: p(w.w) - w(w.p) =...
  12. BobJimbo

    How to correctly solve this problem? (linear dependency)

    This is the problem: Suppose a, b and c are linearly independent vectors. Determine whether or not the vectors (a + b), (a - b), and (a - 2b + c) are linearly independent. Here was my solution, which involved writing words (and hasn't actually been confirmed correct yet): Let's align a, b and...
  13. R

    Magnetic Flux Vectors: How Are Flux Scalar?

    how is flux scalar if the magnetic field and area both are vector quantities?
  14. V

    I Taking the integral of vectors?

    Question: Solution: The notation used is: ##(x,y,z)## is for rectangular coordinates, ##(\rho,\varphi,z)## for cylindrical coordinates and ##(r,\theta,\varphi)## for spherical coordinates. ##{ { \hat { a } } }_{ ρ }## represents the unit vector for ##\rho## (same applies to ##x, y, z##...
  15. W

    How Do I Calculate the Angle Between Vectors in Vector Projection Problems?

    Homework Statement http://imgur.com/a/Yq8pWHomework Equations projection u onto v: ((u x v)/(||v||^2)) x v Unit vector: u/||u|| The Attempt at a Solution For number 2, I absolutely do not know how to set up the problem. I do not know what vectors to use, I assumed F vector to be <0.00375...
  16. kelvin490

    I Same vector space for arbitrary independent vectors?

    If we use n linearly independent vectors x1,x2...xn to form a vector space V and use another set of n linearly independent vectors y1,y2...yn to form a vector space S, is it necessary that V and S are the same? Why? If we have a vector space Q that the dimension is n, can we say that any set of...
  17. B

    Relatively simple vectors question, but no numbers....

    The unit right now is electrostatics, but this question is really just vectors, nothing to do with charges or anything... anyways here is the info: 1. Homework Statement Three identical point charges, A, B, and C are located as shown here: The force A-on-C is the same as the force B-on-C...
  18. P

    Triognometric problem with vectors (how to solve)

    Homework Statement Use the graphical and trigonometic solutions to calculate the total muscle force vector from thefollowing three quadriceps muscles i) rectus femoris pulling 75 N at 5°laterally from the vertical, ii)vastus lateralis pulling 50 N at 30°laterally from the vertical, and iii)...
  19. D

    I Linear dependency of Vectors above R and C and the det

    consider the two vectors v1 = (3i, 2), v2 = (-3, 2i). in C^2 Above C we get, v1 * i = v2, therefore they are dependent. Now above R, we can't see that they are dependent. Why if i take the determinant of those vectors i get get 0 |v1 v2| = 2x2 matrix = 0 ( which means two column vectors are...
  20. A

    Where Did I Go Wrong in My 3-Way Vector Calculation?

    Homework Statement Homework EquationsThe Attempt at a Solution I can't remember what this method of calculation this is as it's been a while since I've done this. [/B] Could someone explain to me what I've done wrong in my calculations? The answer was 13.8N at 80 degrees.
  21. H

    Error in inner product of vectors and index

    Hello I found a bug in my code and can't figuring out the error. I tried debugging by showing the output of each variable step by step but I can't find my error. Here is what I have and what I want to do: I have a matrix A: 0000 0101 1010 1111 And I have a matrix B: 10000 21000 30100 41100...
  22. Z

    I Discrete Random Vectors vs. Continuous Random Vectors

    Given a continuous random vector (X,Y) with a joint density function In order to check whether it is indeed a joint density ƒ(x,y) the method is to check if ∫∫ƒ(x,y)dxdy=1 where the integrals limits follow the bounds of x and y. However, is it the case that if given an arbitrary discrete random...
  23. prashant singh

    I Can we add two vectors that are not acting simultaneously using vector addition?

    Suppose if I applied a 4N force and then 2N force on an object , what will be total force. Note I didn't said simoultaneously, I mean one after the other, then what will be the total force , I think 6N , i know about vector sum and etc.. but I think this question doesn't makes any sense...
  24. gracy

    B Angle between two vectors book problem

    Should not angle between vector P and Q be 180-θ rather than θ? According to my book it is θ.
  25. S

    B Understanding Scalar and Vector Products in Geometric Algebra

    (Scalar)·(Scalar) = Scalar (Scalar)·(Vector) = Scalar (Vector)·(Vector) = Scalar (Scalar)x(Scalar) = Not valid (Scalar)x(Vector) = Vector (Vector)x(Vector) = VectorDid I get them right, if not why? Thanks
  26. JulienB

    Coordinates of the electric field vectors of a dipole

    Homework Statement Hi everybody! I might have solved that homework but I struggle to properly understand some steps, especially concerning the gradient and partial differentiation: The potential Φ(r) of an electric dipole located at the origin of a coordinate system is given by: \phi...
  27. J

    I Taking the Tensor Product of Vectors

    What is meant by taking the tensor product of vectors? Taking the tensor product of two tensors is straightforward, but I am currently reading a book where the author is talking about tensor product on tensors then in the next paragraph declares that tensors can then be constructed by taking...
  28. 5

    I Vectors Cartesian equations and normals

    I am having trouble finding the Cartesian equation of the line k which passes through Y(0,1,0) and is normal to -3x-2y+2z=0 this is what I tried to do but not sure if it is the correct method normal direction (-3,-2,2) -3x-2y+2z=d sub in (0,1,0) to -3x-2y+2z=d d=-2 -3x-2y+2z=-2 is...
  29. 5

    I Vector equation perpendicular to two equations

    How do I find the vector equation of the line which passes through (-3/2,-3/2,1/2) and is perpendicular to both x+1=y/3=-z and 2x+1=2y+1=z-5/2 I know how to do it using one equation but I am unsure about how to do it using two equations Thanks
  30. S

    Tangent vectors in the coordinate basis

    Homework Statement In Euclidean three-space, let ##p## be the point with coordinates ##(x,y,z)=(1,0,-1)##. Consider the following curves that pass through ##p##: ##x^{i}(\lambda)=(\lambda , (\lambda -1)^{2}, -\lambda)## ##x^{i}(\mu)=(\text{cos}\ \mu , \text{sin}\ \mu , \mu - 1)##...
  31. P

    Weight is less at equator than poles -- Acceleration vectors involved?

    Neglecting equatorial bulge and using 'g' (9.81m/s^2) as standard before calculations, I wanted to see if I could calculate the change in 'g' before looking it up. Obviously this not a difficult sort of problem but I am finding myself a tad confused about something. It seemed intuitive to me...
  32. F

    I What is the outer product of a tensor product of vectors?

    If one has two single-particle Hilbert spaces ##\mathcal{H}_{1}## and ##\mathcal{H}_{2}##, such that their tensor product ##\mathcal{H}_{1}\otimes\mathcal{H}_{2}## yields a two-particle Hilbert space in which the state vectors are defined as $$\lvert\psi ,\phi\rangle...
  33. Jameson

    MHB Adding Vectors with Head-to-Tail Addition: What Software to Use?

    I'm currently writing a test where my students will need to add two vectors using head-to-tail addition. I don't know how to draw vectors in LaTeX and the guides I've found have been quite tedious. I also considered doing it in Microsoft Paint, but it looks terrible. Any ideas on what software...
  34. C

    How to Correctly Differentiate the Acceleration Equation in N-Body Simulations?

    Homework Statement I was reading about the Hermite integration scheme for N-body simulations, as seen here: http://www.artcompsci.org/kali/vol/two_body_problem_2/ch11.html#rdocsect76 This scheme uses jerk, the time rate of change of acceleration. The problem is that I don't know how to...
  35. B

    I Eigen Vectors, Geometric Multiplicities and more....

    My professor states that "A matrix is diagonalizable if and only if the sum of the geometric multiplicities of the eigen values equals the size of the matrix". I have to prove this and proofs are my biggest weakness; but, I understand that geometric multiplicites means the dimensions of the...
  36. H

    I Relation between vectors in body coordinates and space coordinates

    Why is ##a_{ji}dG_j'=dG_i'## ? from the third last line below. ##G_i=a_{ji}G_j'## because a vector labelled by the space axes is related to the same vector labelled by the body axes via a rotation transformation. If ##a_{ji}dG_j'=dG_i'##, then we are saying a vector ##dG'## labelled by the...
  37. P

    Identifying Algebraic Vectors in Two Dimensions

    Homework Statement [/B] Find all algebraic vectors of $$R^2$$ r (r is a vector) such that $$\frac{\mathbf{r}}{\lvert\lvert \mathbf{r}\rvert\rvert} = (\frac{1}{2}\sqrt{2}, \frac{1}{2}\sqrt{2})$$ Homework Equations I don't think there is any equation related to this.. The Attempt at a Solution...
  38. K

    MHB Expressing Vectors in x-y Coordinates & Calculating Magnitude & Direction

    I'm sure this is a simple concept but i just can't wrap my brain around it, the question is: a) Express the following vectors in terms of x-y coordinates: i)Vector V with direction π/6 and magnitude 4√3. ii) Vector W with direction 5π/4 and magnitude 4√2. b) Express the vector v + w in terms...
  39. Ismail Siddiqui

    [Linear Algebra] Conjugate Transpose of a Matrix and vectors in ℂ

    Homework Statement Let A be an n x n matrix, and let v, w ∈ ℂn. Prove that Av ⋅ w = v ⋅ A†w Homework Equations † = conjugate transpose ⋅ = dot product * = conjugate T = transpose (AB)-1 = B-1A-1 (AB)-1 = BTAT (AB)* = A*B* A† = (AT)* Definitions of Unitary and Hermitian Matrices Complex Mod...
  40. P

    I Angles between complex vectors

    So I was trying to learn how to find the angle between two complex 4-dimentional vectors. I came across this paper, http://arxiv.org/pdf/math/9904077.pdf which I found to be a little confusing and as a result not overly helpful. I was wondering if anyone could help at all? Many thanks in...
  41. Ben Wilson

    I What are the necessary trig functions for finding the rotation formula?

    I have a function of a 3 vector, i.e. f(+x,+y,+z) [ or for conveniance f=+++] this function is repeated 4 times where: f1 = + + + f2 = + - + f3 = - - + f4 = - + + I need a formula where i have a different vector for each function in a summation, to obtain the superposition of all 4...
  42. marcus

    A Weinberg: Quantum Mechanics Without State Vectors

    Steven Weinberg has made what he calls a "modest proposal": http://arxiv.org/abs/1405.3483 Quantum Mechanics Without State Vectors Steven Weinberg (Submitted on 14 May 2014) It is proposed to give up the description of physical states in terms of ensembles of state vectors with various...
  43. H

    Orbit invariant under reflection about apsidal vectors

    The book argues that since substituting ##\theta## by ##-\theta## leaves the orbit equation (3.34) unchanged, the orbit is therefore invariant under reflection about the apsidal vectors (Fig 3.12). If substituting ##\theta## by ##-\theta## leaves the orbit equation (3.34) unchanged, then there...
  44. LaneRendell

    Is the Right-Hand Rule Applied Correctly in Determining Magnetic Forces?

    Homework Statement Homework Equations The Right-Hand Rule The Attempt at a Solution I'm having some issues with the right-hand rule to find the direction of magnetic force, and I'm doing a homework problem. The answers I got are (letters are vector directions): A: -j B: i C: j D: i E:-i...
  45. A

    Inheritance vs Polymorphism & Vectors (Basics)

    Homework Statement [/B] Hi all, these were two even numbered exercises in my C++ textbook. I am self teaching the language so I am trying to get some of the basics down. 1. Would the following snippet of code best be described as an example of Polymorphism or Inheritance? class Shape {...
  46. T

    All possible planes, given two points

    Homework Statement Find the equation of all planes containing the points P(2, -1, 1) and Q(1, 0, 0) Homework EquationsThe Attempt at a Solution I use PQ to get a vector, (-1, -1, 1). I some how need to use another vector so I can use the cross product to find the planes. So i let another...
  47. N

    C/C++ C++ Vectors: Finding Values in vectors

    I would like some help or guide to if i am going on the right track on my program ***Set numMatches to the number of elements in userValues (having NUM_VALS elements) that equal matchValue. Ex: If matchValue = 2 and userValues = {2, 2, 1, 2}, then numMatches = 3. ***#include <iostream> #include...
  48. T

    Does the line lie in the plane?

    Homework Statement Does the line through the point P(1, 2, 3) with direction vector d = (1, 2, -3) lie in the plane 2x+y-z=3? Homework EquationsThe Attempt at a Solution From the 2x+y-z i can get the vector (2, 1, -3) and the direction vector, their dot product does not equal zero. So, no it...
  49. M

    Determine which system of vectors span C^3

    Homework Statement Please see the attached picture Homework Equations Reduced echelon form of the column matrix The Attempt at a Solution I can solve for the first part to find which ones are the bases in ##\mathbb{R}^3## by determining whether in the echelon form, there is a pivot in each...
  50. P

    B Are differential angles vectors?

    Because on the book it is said that little angles are vectors but my question is: Are they vectors at all or they are scalar and we assign them a direction by multiplying them by a versor? The same for angular velocity, is it a vector at all or we made it a vector for making the right hand rule...
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