Chapter 9: Problem 11
Find the magnitude of the given vector. $$\langle- 2,1,2\rangle$$
Short Answer
Expert verified
The magnitude of the vector is 3.
Step by step solution
01
Understanding the Vector
The vector given is \( \langle -2, 1, 2 \rangle \), which is a vector in three-dimensional space with components \( x = -2 \), \( y = 1 \), and \( z = 2 \). The magnitude of a vector measures its size or length.
02
Formula for Magnitude of a Vector
The magnitude (or length) of a vector \( \langle a, b, c \rangle \) in three-dimensional space is given by the formula \( \sqrt{a^2 + b^2 + c^2} \). We will use this formula to calculate the magnitude of the vector \( \langle -2, 1, 2 \rangle \).
03
Computing the Squares of Components
Calculate each component squared: \( (-2)^2 = 4 \), \( 1^2 = 1 \), and \( 2^2 = 4 \).
04
Summing the Squares
Sum up the squares calculated in the previous step: \( 4 + 1 + 4 = 9 \).
05
Calculating the Square Root
Take the square root of the sum obtained: \( \sqrt{9} = 3 \). This result is the magnitude of the vector.
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Key Concepts
These are the key concepts you need to understand to accurately answer the question.
Three-dimensional vectors
Understanding three-dimensional vectors is crucial in fields like physics and engineering, where they are used to describe spatial relationships and forces. A three-dimensional vector is represented by an ordered triple, such as \( \langle -2, 1, 2 \rangle \).
This notation indicates that the vector has three components, each corresponding to a dimension in space: the x-component, y-component, and z-component.
Key characteristics of three-dimensional vectors:
This notation indicates that the vector has three components, each corresponding to a dimension in space: the x-component, y-component, and z-component.
Key characteristics of three-dimensional vectors:
- They have both a direction and a magnitude (size).
- They are represented graphically as arrows with the tail at the origin and the head at a point in three-dimensional space.
- They can be added or subtracted from each other to yield a resultant vector.
Vector components
Vector components are the building blocks of vectors. In the vector \( \langle -2, 1, 2 \rangle \), each number represents a component of the vector in a particular direction. Here, -2 is the x-component, 1 is the y-component, and 2 is the z-component.
Each component of a vector represents how far the vector points in each respective direction.Understanding vector components involves:
Each component of a vector represents how far the vector points in each respective direction.Understanding vector components involves:
- Identifying each component's contribution to the overall vector.
- Using component notation helps simplify the addition or subtraction of vectors in algebraic operations.
- Knowing the vector components allows one to perform operations such as computing vector magnitude or projecting vectors onto planes.
Vector length
The length or magnitude of a vector is a measure of how long the vector extends in space. It is calculated using the formula for the magnitude of a vector. For a vector \( \langle a, b, c \rangle \), the magnitude is computed using: \( \sqrt{a^2 + b^2 + c^2} \).
This formula comes directly from the Pythagorean theorem, adapted to three dimensions.Steps to find vector length:
This formula comes directly from the Pythagorean theorem, adapted to three dimensions.Steps to find vector length:
- Square each of the components: for the vector \( \langle -2, 1, 2 \rangle \), these are \((-2)^2 = 4\), \(1^2 = 1\), and \(2^2 = 4\).
- Add the squared components together: \(4 + 1 + 4 = 9\).
- Take the square root of the summed values: \(\sqrt{9} = 3\).
Calculus
Calculus is a powerful mathematical field that can be utilized to analyze vectors and their properties. Although the calculation of vector magnitude itself does not directly require calculus, understanding calculus allows for a deeper exploration of vectors in continuous spaces.
In the context of vectors, calculus can help:
- Analyze the behavior of vector fields.
- Determine gradients, which indicate the steepest ascent direction of scalar fields.
- Compute line integrals to find the work done on an object moving along a path in a vector field.