Lesson
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💻 Vector Algebra

Vector Algebra.

This lesson covers core applied mathematics concepts and their agricultural applications for BSc Agriculture learners.


MATHS :: Lecture 23 :: Vectoralgebra

A quantity having both magnitude and direction is called a vector. Example: velocity, acceleration, momentum, force, weight etc. lec23_clip_image002.gif

Vectors are represented by directed line segments such that the length of the line segment is the magnitude of the vector and the direction of arrow marked at one end denotes the direction of the vector.

A vector denoted by lec23_clip_image003.gif= lec23_clip_image005.gif is determined by two points A, B such that the magnitude of the vector is the length of the line segment AB and its direction is that from A to B. The point A is called initial point of the vector lec23_clip_image005_0000.gifand B is called the terminal point. Vectors are generally denoted by lec23_clip_image007.gif(read as vector a , vector b , vector c ,…) Scalar A quantity having only magnitude is called a scalar. Example: mass, volume, distance etc.

Addition of vectors

If lec23_clip_image009.gif and lec23_clip_image011.gif are two vectors, then the addition of lec23_clip_image009_0000.gif from lec23_clip_image011_0000.gif is denoted by lec23_clip_image009_0001.gif + lec23_clip_image011_0001.gif This is known as the triangle law of addition of vectors which states that, if two vectors are represented in magnitude and direction by the two sides of a triangle taken in the same order, then their sum is represented by the third side taken in the reverse order. lec23_clip_image016.gif

Subtraction of Vectors

If lec23_clip_image017.gif and lec23_clip_image018.gif are two vectors, then the subtraction of lec23_clip_image019.gif from lec23_clip_image017_0000.gif is defined as the vector sum of lec23_clip_image017_0001.gif and - lec23_clip_image020.gif and is denoted by lec23_clip_image021.gif - lec23_clip_image022.gif lec23_clip_image023.gif lec23_clip_image009_0002.gif - lec23_clip_image011_0002.gif =lec23_clip_image024.gif +(- lec23_clip_image011_0003.gif )

Types of Vectors

Zero or Null or a Void Vector

A vector whose initial and terminal points are coincident is called zero or null or a void vector. The zero vector is denoted bylec23_clip_image026.gif.

Proper vectors

Vectors other than the null vector are called proper vectors**.**

Unit Vector

A vector whose modulus is unity, is called a unit vector. The unit vector in the direction of lec23_clip_image024_0000.gif is denoted by lec23_clip_image028.gif. Thus lec23_clip_image030.gif. There are three important unit vectors, which are commonly used, and these are the vectors in the direction of the x, y and z-axes. The unit vector in the direction of the x-axis is**lec23_clip_image032.gif**, the unit vector in the direction of the y-axis islec23_clip_image034.gif and the unit vector in the direction of the z-axis is lec23_clip_image036.gif.

Collinear or Parallel vectors

Vectors are said to be collinear or parallel if they have the same line of action or have the lines of action parallel to one another.

Coplanar vectors

Vectors are said to be coplanar if they are parallel to the same plane or they lie in the same plane.

Product of Two Vectors

There are two types of products defined between two vectors. They are (i) Scalar product or dot product (ii) Vector product or cross product.

Scalar Product (Dot Product)

The scalar product of two vectors lec23_clip_image002_0000.gif and lec23_clip_image004.gif is defined as the numberlec23_clip_image006.giflec23_clip_image008.gif, where lec23_clip_image010.gif is the angle between lec23_clip_image002_0001.gif and lec23_clip_image004_0000.gif. It is denoted bylec23_clip_image002_0002.gif .lec23_clip_image004_0001.gif .

Properties

  1. Two non-zero vectors lec23_clip_image002_0003.gif and lec23_clip_image004_0002.gif are perpendicular if lec23_clip_image012.gif

\ lec23_clip_image002_0004.gif .lec23_clip_image004_0003.gif = 0

  1. Let lec23_clip_image014.gif be three unit vectors along three mutually perpendicular directions. Then by definition of dot product, lec23_clip_image016_0000.gif and lec23_clip_image018_0000.gif
  2. If m is any scalar, lec23_clip_image020_0000.gif=lec23_clip_image022_0000.gif=lec23_clip_image024_0001.gif
  3. Scalar product of two vectors in terms of components

Let lec23_clip_image026_0000.gif : lec23_clip_image028_0000.gif. Then lec23_clip_image030_0000.gif = lec23_clip_image032_0000.gif + lec23_clip_image034_0000.gif + lec23_clip_image036_0000.gif = a1b1 + a2b2 + a3b3 lec23_clip_image038.giflec23_clip_image040.gif lec23_clip_image038_0000.gif

  1. Angle between the two vectorslec23_clip_image042.gif

lec23_clip_image002_0005.gif .lec23_clip_image004_0004.gif = lec23_clip_image006_0000.giflec23_clip_image008_0000.gif lec23_clip_image045.gif Work done by a force : Work is measured as the product of the force and the displacement of its point of application in the direction of the force. Let lec23_clip_image047.gif represent a force and lec23_clip_image049.gif the displacement of its point of application and lec23_clip_image010_0000.gif is angle between lec23_clip_image047_0000.gifandlec23_clip_image051.gif.

lec23_clip_image052.gif. lec23_clip_image053.gif = lec23_clip_image055.gif

Vector Product (Cross Product)

The vector product of two vectors lec23_clip_image057.gif and lec23_clip_image059.gifis defined as a vector lec23_clip_image061.gif sin lec23_clip_image063.gif, where lec23_clip_image010_0001.gif is the angle from lec23_clip_image066.gif and lec23_clip_image068.gif, lec23_clip_image070.gifis the unit vector perpendicular to lec23_clip_image072.gifsuch that lec23_clip_image074.gif form a right handed system. It is denoted by lec23_clip_image076.gif. (Read: lec23_clip_image078.gif)

lec23_clip_image079.gif

A

lec23_clip_image070_0000.gif lec23_clip_image082.gif

lec23_clip_image083.giflec23_clip_image010_0002.gif lec23_clip_image085.gif B

Properties

1. Vector product is not commutative lec23_clip_image087.gif = lec23_clip_image089.gif lec23_clip_image091.giflec23_clip_image002_0006.gif 2. Unit vector perpendicular to lec23_clip_image004_0005.gif lec23_clip_image006_0001.gif ………(i) lec23_clip_image008_0001.gif lec23_clip_image010_0003.gif ………(ii) (i) ¸ (ii) gives lec23_clip_image012_0000.gif= lec23_clip_image014_0000.gif 3. If two non-zero vectors lec23_clip_image016_0001.gif are collinear then lec23_clip_image018_0001.gif lec23_clip_image020_0001.gif

Note

If lec23_clip_image022_0001.giflec23_clip_image024_0002.gifthen (i) lec23_clip_image026_0001.gif=lec23_clip_image024_0003.gif,lec23_clip_image029.gif is any non-zero vector or (ii) lec23_clip_image029_0000.gif=lec23_clip_image024_0004.gif,lec23_clip_image026_0002.gifis any non-zero or (iii) lec23_clip_image026_0003.gif and lec23_clip_image029_0001.gifare collinear or parallel. 4. Let lec23_clip_image032_0001.gifbe three unit vectors, along three mutually perpendicular directions. Then by definition of vector product lec23_clip_image034_0001.giflec23_clip_image036_0001.gif lec23_clip_image038_0001.gif 5. (mlec23_clip_image040_0000.gif) x lec23_clip_image029_0002.gif= lec23_clip_image040_0001.gifx (mlec23_clip_image029_0003.gif) = m(lec23_clip_image040_0002.gifx lec23_clip_image029_0004.gif)where m is any scalar. 6. Geometrical Meaning of the vector product of the two vectors is the area of the parallelogram whose adjacent sides are lec23_clip_image040_0003.gifand lec23_clip_image029_0005.gif

** **

Note

Area of triangle with adjacent sides lec23_clip_image044.gif=lec23_clip_image046.gif lec23_clip_image026_0004.gifx lec23_clip_image029_0006.gif)

7. Vector productlec23_clip_image050.gif in the form of a determinant

Let lec23_clip_image026_0005.gif=lec23_clip_image053_0000.gif Then lec23_clip_image055_0000.gif=( lec23_clip_image057_0000.gif) x (lec23_clip_image059_0000.gif) = lec23_clip_image061_0000.gif

The angle between the vectorslec23_clip_image063_0000.gif

lec23_clip_image065.gif

Moment of Force about a point

The moment of a force is the vector product of the displacement lec23_clip_image067.gifand the force lec23_clip_image069.gif (i.e) Moment lec23_clip_image071.gif

lec23_clip_image093.gif

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Summary Cheat Sheet

  • Focus on core formulas, definitions, and solved patterns from this lesson.
  • Practice stepwise derivations and numerical substitutions carefully.
  • Connect each concept to practical agricultural problem-solving contexts.

References

1 source

Primary classroom notes and standard BSc Agriculture applied mathematics references.

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