What is Dot product: Definition and 388 Discussions

In mathematics, the dot product or scalar product is an algebraic operation that takes two equal-length sequences of numbers (usually coordinate vectors), and returns a single number. In Euclidean geometry, the dot product of the Cartesian coordinates of two vectors is widely used. It is often called "the" inner product (or rarely projection product) of Euclidean space, even though it is not the only inner product that can be defined on Euclidean space (see Inner product space for more).
Algebraically, the dot product is the sum of the products of the corresponding entries of the two sequences of numbers. Geometrically, it is the product of the Euclidean magnitudes of the two vectors and the cosine of the angle between them. These definitions are equivalent when using Cartesian coordinates. In modern geometry, Euclidean spaces are often defined by using vector spaces. In this case, the dot product is used for defining lengths (the length of a vector is the square root of the dot product of the vector by itself) and angles (the cosine of the angle of two vectors is the quotient of their dot product by the product of their lengths).
The name "dot product" is derived from the centered dot " · ", that is often used to designate this operation; the alternative name "scalar product" emphasizes that the result is a scalar, rather than a vector, as is the case for the vector product in three-dimensional space.

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  1. K

    Dot product of two pauli matrices

    In some text, I read something like this \vec{S}_i\cdot\vec{S}_j where \vec{S}_i and \vec{S}_j are "vectors" with each components be the pauli matrices S_x, S_y, S_z individularly. My question is: if all components of this kind of vector are a 3x3 matrix, so how do you carry out the dot...
  2. Nabeshin

    Understanding the Dot Product of Derivatives in Astrodynamics

    In reading a book on astrodynamics I came across the following statement: \vec{a}\cdot \vec{\dot{a}}=a \dot{a} Where the dotting is the time derivative notation. I put a picture of the original text up, and it's the statement right in the middle...
  3. M

    Dot product calculates what exactly?

    I have a pretty general question about vectors. The scalar product of two vectors is a calculation of what exactly? For example, if the units of two vectors are meters, the resultant dot product would be a meters squared. So if it's a measurement of area, what area exactly? I'm very...
  4. S

    Dot product: normal and tangent

    Homework Statement Tangent plane goes through point P=(a,b,f(a,b)). Any point on the plane is then Q=(x,y,z)=(x,y,f(a,b)+fx(a,b)(x-a)+fy(a,b)(y-b)) (fx and fy are partial derivatives) and the vector \overline{PQ} is on tangent plane. Calculate dot product n.\overline{PQ} and show...
  5. K

    Solve for Orthogonal Vectors b and c: Dot Product and Scalar Values Explained

    By evaluating their dot product, find the values of the scalar s for which the two vectors b=\hat{x}+s\hat{y} and c=\hat{x}-s\hat{y} are orthogonal. I understand that for the two vecotrs to be perpindicular their dot product must be 0. however I am confused how to go about this problem...
  6. D

    Dot product for non-orthogonal co-ordinate systems

    Is the result of a dot product of two vectors valid if the frame of reference unit vectors are not orthgonal? i.e. 2D 3 axis co-ordinate system as commonly used in power systems where the axis are 120 degrees apart in 2D space?
  7. Y

    Can Cosine Affect Whether Three Nonzero Vectors Must Lie in the Same Plane?

    If there are three nonzero vectors.. Do you think cosine effects this example:show the three vectors must lie in the same plane? ------------- * -->dot product X -->cross product -------------- A*(BXC)=0 so we can change as.. |A||B||C|sin\alphacos\beta=0 then... we can meet...
  8. J

    How do I calculate the dot product in this homework problem?

    Homework Statement I have a problem for Work which looks like this: W=[(5.0i+2.0j)]N * [(2.0i+3.0j)]m =5.0i+2.0i+5.0i*3.0j+2.0j*2.0i+2.0j*3.0j Nm =[10+0+0+6]Nm = 16 How does that work? I don't understand? Homework Equations The Attempt at a Solution
  9. O

    Dot product between Spherical and Rectangular.

    Hello, I just have a question about dot products of different coordinate systems. I was wondering if anyone can explain why unit vector z(rect.) DOT unit vector r(spherical) is equal to cos(theta). As well, I was hoping if anyone could explain z DOT (Theta) = -sin(theta)?
  10. R

    Dot Product Question: How to Solve (2a-5b)dot(b+3a) with Unit Vectors?

    Homework Statement I'm really at a loss here, if anyone could help me out I'd really appreciate it. Given 'a' and 'b' unit vectors, if |a+b| = root3, determine (2a-5b)dot(b+3a)
  11. S

    What is the dot product of tensors?

    Hello, I was trying to follow a proof that uses the dot product of two rank 2 tensors, as in A dot B. How is this dot product calculated? A is 3x3, Aij, and B is 3x3, Bij, each a rank 2 tensor. Any help is greatly appreciated. Thanks! sugarmolecule
  12. X

    The cross product and dot product of vectors

    http://img297.imageshack.us/img297/2527/physicsin9.jpg i've been working with the AxB in the first one, and found that |A||B|sin(theta) = A x B, and i thought i had found my theta to be 1 degree, but i don't believe that's right. also, when i attempted to do the dot product with the C vector...
  13. M

    Find Angles of Vector A with Coordinate Axes

    Homework Statement Find the angles which the vector A = 3i -6j +2k makes with the coordinate axes The Attempt at a Solution Let a, b, c be the angles which A makes with the positive x,y,z axes. A• i = (A)(i)cos(a) = 7*cos(a) The Solution says: A• i = (3i - 6j + 2k)• i = 3i• i...
  14. T

    STUPID Vector qusetion - dont understand dot product rule

    Homework Statement The points A and B have position vectors a = (2,2,1) and b (1,1,-4) respectively relative to an origin O. (im using column notation for shorthand) Prove that OA is perpendicular to AB Homework Equations The Attempt at a Solution To be perpendicular the...
  15. Saladsamurai

    Computing Dot Product: (\nabla\times \mathbf{v})\cdot d\mathbf{a}

    I cannot seem to figure out how to compute this dot product?! If (\nabla\times \mathbf{v})=(4z^2-2x)\hat{i}+2z\hat{k} and d\mathbf{a}=dydz\hat{i} Then shouldn't the DOT PODUCT be: (\nabla\times \mathbf{v})\cdot d\mathbf{a}=(4z^2-2x)\hat{i}*dydz\hat{i}=(4z^2-2x)dydz ? But the book...
  16. A

    Understanding the Properties of Dot Product: Is it Truly Associative?

    If you look up dot product in http://en.wikipedia.org/wiki/Dot_product" , under 'properties' it states the following: "The dot product is not associative, however with the help of the matrix-multiplication one can derive: \left(\vec{a} \cdot \vec{b}\right) \vec{c} =...
  17. S

    What is the meaning of the dot product in calculus?

    I was woundering what exactly is the dot product and by that I mean what does it represent because I know the equations but it just seems to spit out a random number. I do not get what this number is supposed to mean. I know how it is usefull to solve many different problems and I know how to...
  18. P

    Gradient of a Vector Dot Product

    Hello, I was messing around with subscript summation notation problems, and I ended up trying to determine a vector identity for the following expresion: \overline{\nabla}(\overline{A}\cdot\overline{B}) Here are my steps for as far as I got: \hat{e}_{i}\frac{\partial}{\partial...
  19. C

    Differentiation of dot product using cartesian components

    Homework Statement Show using cartesian components that d/dt(a.b)=(da/dt).b+a.(da/dt) The Attempt at a Solution a= axi+ayj+azk b=bxi+byj+bzk a.b=axbx+ayby+azbz d/dt(a.b)= d/dt(axbx+ayby+azbz)
  20. I

    Solving a Dot Product Vector Problem (-1,0)

    Hello, I have this problem that asks the following Homework Statement Find two vectors v1 and v2 whose sum is (-1,0) where v1 is parallel to (5,-5) while v2 is perpendicular to (5,-5). Could someone "walk" me thought the steps to find v1 and v2... I'm confident I can make the...
  21. D

    Verifying dot product and finding h

    Homework Statement http://img152.imageshack.us/img152/3851/33495448dh9.png Homework Equations http://img146.imageshack.us/img146/4655/37276835io7.png The Attempt at a Solution Well I found: ||f|| = \frac{1}{ \sqrt{3}} ||g||=\frac{i}{ \sqrt{3}} <f,g> =...
  22. D

    Representing a dot product with Sums.

    Is it possible to represent the dot product (matrix multiplication) with sums? For example, know the dot product of a polynomial and another one [i.e. 2+5x and 3x+7x2] would be the sums of the products. [i.e. 2(3x) + 5x(7x2)]. Could this be also written as \sum^{n}_{i=1} a1ibi1? I'm asking...
  23. O

    Questions about matrices and vectors:Why does the dot product of

    Questions about matrices and vectors: Why does the dot product of a and b equal |a||b|cos(angle between a and b) are the vectors of a matrix the columns or the rows, or can it be either? I know a 0 determinant of a matrix means the vectors lie on top of each other, and the absolute...
  24. M

    Can anyone describe to me the difference between dot product and cross product?

    I guess one of them is scalor and one of them is vector, but what is the REAL DIFFERENCE between them? gracias
  25. R

    Static Case Study for dot product

    Homework Statement * With an axis system oriented as shown, the position vectors of points A and B are rA = 175i + 0j + 0k m rB = 39i + 70j + 29k m * When the trolley is halfway between points A and B, the forces exerted on the trolley by the cables are F1 =...
  26. R

    Dot product for Vector equation

    Hi, I have a question about dot product for vector. For detail : https://ecourses.ou.edu/cgi-bin/ebook.cgi?doc=&topic=st&chap_sec=02.4&page=theory Is there anyone understand about it and explain to me the basic concept, why : 1. A • B = |A| |B| cosθ, not A • B =A^2 • B^2 - 2AB cosθ...
  27. R

    Finding integral of dot product of F and dl

    Homework Statement 1. For the vector field F = yz ˆx + zx ˆy + xy ˆz (^x means the unit vector of x) find the integral of F • dl from (0, 0, 0) to (1, 2, 3) in Cartesian coordinates in each of the following ways: (a) along a straight line path from (0, 0, 0,) to (1, 2, 3) (b) along...
  28. B

    Cross product vs dot product headache

    Homework Statement Show (A x B) dot (C x D) in terms of dot products only. Homework Equations A x B = ABsin(theta) A dot B = AB cos (theta) The Attempt at a Solution Subbing both those formulas into the top I got [ABsin(AtoB) times CDsin(CtoD) ] cos(between the two resultant...
  29. e2m2a

    Invariance of scalar dot product across inertial and non-inertial frames

    I have a question concerning scalar invariance with respect to an accelerating and an inertial reference frame. Here is the problem. Suppose we have a rotating spherical object, which we denote as the rotator, attached to a near-massless wire. The other end of the wire slips loosely over a...
  30. I

    Dot Product and Perpendicularity

    Homework Statement If |A+B|^2=|A|^2+|B|^2, prove that A is perpendicular to B. Homework Equations A^2=|A||A| The Attempt at a Solution All I can think of to do is expand the equation to get (A.B)(A.B)=A.A+B.B. I know that iff a.b=0, the two are perpendicular but I can't figure...
  31. G

    Dot product between grad f and an arbitrary vector

    Given a function f: R^n -> R, a point x in R^n, and an arbitrary vector v in R^n - is the dot product between grad f and v (evaluated at x) the same as df/dv? If yes, it would be great if someone were to demonstrate a proof. If no, what should be the correct interpretation of the dot product?
  32. N

    Dot Product Differentiation question

    If I differentiate two unit vectors, one with respect to the other, would it just be the dot product between the two vectors (namely the cosine of the angle between them)? I don't understand the physical meaning of the result...
  33. C

    The dot product on electric potential

    there are 2 situations that need explanation. first, the general formula for electric potential as you take potential = 0 at infinity as a reference. Second, the general formula for capacitance on a parallel plate. In situation one, the negative sign does NOT DISAPPEAR, and in the second...
  34. C

    Problem with dot product of vectors

    It began in class with this problem. Find the dot product of 2 vectors: v1 a vector with components <4, 8> v2 a vector of length 1 angle pi/4 So, i have 2 ways of doing it. 1) v1.v2 = v1x.v2x + v1y.v2y 2) v1.v2 = |v1||v2|cos(theta) And they should come out the same but. 1) v1.v2 =...
  35. S

    How Is the Angle Between Two Vectors Determined Using Their Dot Product?

    One vector has a length of 23 units and another a length of 12 units. If the scalar product of these two vectors is 113, what is the angle between the two vectors? A dot B = ABcos(theta) 113 = 12*23*cos(theta) 113/276= cos(theta) cos^(-1)113/276 = theta 65.8 degrees or 66 degrees using...
  36. S

    Get a negative dot product is to have an angle larger than 90 degrees.

    True or False: The only way to get a negative dot product is to have an angle larger than 90 degrees. The formula is ABcos(theta) False because from 3pi/2 to 2pi the cos is positive and 3pi/2 and 2pi is larger than 90 degrees. Right? Stephen
  37. C

    Finding the Dot Product of Vector A & B

    Homework Statement Vector A has a magnitude of 5.00 units, and vector B has a magnitude of 9.00 units. The two vectors make an angle of 49° with each other. Find (vector A)(vector B) Homework Equations The Attempt at a Solution (5i+0j)(0i+9j)= (5N)(0m)+(0N)(9m)= square root...
  38. F

    Calculate del.r(A.r) with Constant Vector A & Distance Vector r

    ı need to learn how can ı calculate ' del . r (A . r) ' where 'A' is a constant vector , 'r' is a distance vector and '.' is dot product. the result must be 4(a.r)
  39. M

    Applications of Dot Product: Finding Force Components on an Inclined Plane

    Homework Statement 15) In Question 14, if the ramp makes an angle of 20 degrees with the level ground. Find the magnitude of the force tending to lift the crate vertically. Textbook Answer for Question 15: 108.3 N ---- 14) A crate is being dragged up a ramp by a 125 N force applies at an...
  40. T

    Cross product and dot product scalars

    Homework Statement If d1 = 4i - 10j + 2k and d2 = 9i - 10j + 6k, then what is (d1 + d2) · (d1 × 4d2)? Homework Equations Know how to do the cross product and dot product The Attempt at a Solution For the answer i got 9.6i + 56j -127.68k. How do i express that as a scalar for an...
  41. B

    Derivative of the cross and dot product

    Homework Statement If you have two functions dependent on t, A(t) and B(t). Prove their derivatives are as follows: d(A (dot) B) / dt = [A (dot) (dB)/(d(t)] + [d(A)/d(t) (dot) B] {Where "(dot)" acts as the dot product} d(A x B) / dt = [A x (dB)/(d(t)] + [d(A)/d(t) x B]...
  42. rocomath

    Dot Product, what's wrong with my method?

    Find the three angles of the triangle with given vectors. A(1,0) B(3,6) C(-1,4) I found that AB & BC are congruent, so this ends up being an Isosceles triangle and the only angle I need to find is B. BC=<3+1,6-4>=<4,2> AB=<3-1,6-0>=<2,6> \angle B=\cos^{-1}{\frac{20}{\sqrt{20 \cdot 40}}=45^o...
  43. T

    Finding the Position Vector of a Point to Achieve Half Torque of a Particle

    Homework Statement A particle is located at the vector position =(5.00i + 7.00j) m and a force exerted on it is given by =(3.00i + 2.00j) N. (a) What is the torque acting on the particle about the origin? (b) Consider another point about which the torque caused by this force on this...
  44. E

    Geometrical interpretation of dot product?

    Does anyone know what the geometrical interpretation of a dot product in 3-D is? I am calculating the dot product between two vectors in 3d and need to use the |a||b|cos(theta) interpretation basically, but that is for 2d. Can I just tack on an additional cos(theta2)? Thanks a lot for your...
  45. B

    What is the dot product of (b - proj of b onto a) with a?

    Homework Statement I get confused with this problems show that the vector (orth of b onto a) = (b - proj of b onto a) is orthogonal to a. Homework Equations The Attempt at a Solution (b-proj of b onto a) dot a = 0 and I got stuck!
  46. J

    Understanding Vector Dot Product and Gaussian vs. Gauss-Jordan Elimination

    Oh guys, I'm asking for explanations here, a little lesson. If something could explain vector dot product (including it's algebraic method) that would be great. And another thing, what is the difference between Gaussian and Gauss-Jordan elimination?
  47. D

    Help with dot products - How can the dot product be a vector quantity?

    \overrightarrow r (t) is a vector valued function given by: \overrightarrow r (t) = x(t)\overrightarrow i + y(t)\overrightarrow j if h(t) = \left| {\overrightarrow r (t)} \right|, show that the following is true: \overrightarrow r (t) \bullet \overrightarrow r '(t) =...
  48. O

    Clarification on a dot product

    This technically a homework question, but needed for homework and understanding for homework to come. Just hope to get it cleared up, thanks again! 1. This formula is given: r_{1}s_{1} + r_{2}s_{s}+ r_{e}s^{3} = \sumr_{n}s_{n} (with the limits etc. not too important). Then, in respect...
  49. L

    Dot product and the law of cosines

    I can't seem to derive the law of cosines from the vector addition of C = A + B using the dot product. Does anybody have any insights?
  50. S

    What is the meaning of Dot Product

    I just reviewed Dot Product, but I don't know what it actually, exactly means. would you tell me about its physical meaning or something interesting quality of it? Thanks
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