Topic 3.3 Vectors in Three Dimensions

Syllabus

Assumed knowledge (from year 11 Mathematics Specialist content)

This content will be only briefly reviewed as part of the year 12 course.

Representing vectors in the plane by directed line segments

1.2.1 examine examples of vectors, including displacement and velocity

1.2.2 define and use the magnitude and direction of a vector

1.2.3 represent a scalar multiple of a vector

1.2.4 use the triangle and parallelogram rules to find the sum and difference of two vectors

Algebra of vectors in the plane

1.2.5 use ordered pair notation and column vector notation to represent a vector

1.2.6 define unit vectors and the perpendicular unit vectors i and j

1.2.7 express a vector in component form using the unit vectors i and j

1.2.8 examine and use addition and subtraction of vectors in component form

1.2.9 define and use multiplication of a vector by a scalar in component form

1.2.10 define and use scalar (dot) product

1.2.11 apply the scalar product to vectors expressed in component form

1.2.12 examine properties of parallel and perpendicular vectors and determine if two vectors are parallel or perpendicular

1.2.13 define and use projection of vectors

1.2.14 solve problems involving displacement, force and velocity involving the above concepts

Topic 3.3: Vectors in three dimensions (21 hours)

The algebra of vectors in three dimensions

3.3.1 review the concepts of vectors from Unit 1 and extend to three dimensions, including introducing the unit vectors i, j and k

3.3.2 prove geometric results in the plane and construct simple proofs in 3 dimensions

Vector and Cartesian equations

3.3.3 introduce Cartesian coordinates for three dimensional space, including plotting points and equations of spheres

3.3.4 use vector equations of curves in two or three dimensions involving a parameter and determine a ‘corresponding’ Cartesian equation in the two-dimensional case

3.3.5 determine a vector equation of a straight line and straight line segment, given the position of two points or equivalent information, in both two and three dimensions

3.3.6 examine the position of two particles, each described as a vector function of time, and determine if their paths cross or if the particles meet

3.3.7 use the cross product to determine a vector normal to a given plane

3.3.8 determine vector and Cartesian equations of a plane

Systems of linear equations

3.3.9 recognise the general form of a system of linear equations in several variables, and use elementary techniques of elimination to solve a system of linear equations

3.3.10 examine the three cases for solutions of systems of equations – a unique solution, no solution, and infinitely many solutions – and the geometric interpretation of a solution of a system of equations with three variables

Vector calculus

3.3.11 consider position vectors as a function of time

3.3.12 derive the Cartesian equation of a path given as a vector equation in two dimensions, including ellipses and hyperbolas

3.3.13 differentiate and integrate a vector function with respect to time

3.3.14 determine equations of motion of a particle travelling in a straight line with both constant and variable acceleration

3.3.15 apply vector calculus to motion in a plane, including projectile and circular motion

Lessons

1. Extending from two dimensions to three dimensions

2. Vector equation of a line

3. Vector and Cartesian Equations; Parametric Equations

4. Vector Equation of a Plane (including normal/dot product form for equations of lines in 2D and planes in 3D, and including cross product.)

5. Sample applications: Collision, Closest Approach and Interception

Determining whether paths cross or if particles intercept each other is clearly part of the syllabus. Interception and Closest Approach problems are extensions of these ideas that may be encountered even though they are not explicitly mentioned in the syllabus.

6. Vector Proof

Vectors provide a method that simplifies proof of a number of geometric theorems.

Some general principles:

  • Select key intervals and set a vector equal to each, then express other intervals in terms of those vectors. For example, if working with a parallelogram ABCD, you should make vector b equal to interval AB, and vector d equal to interval AD. Interval AC, then, is equal to b+d, etc.
  • Do not use more vectors than you need. Most (but not all) 2D proofs will only need two vectors. Most 3D proofs will only need three vectors. If you have already introduced vectors a and b, don’t introduce a third vector c if it can be written in terms of a and b instead.

Example: Prove that the diagonals of a kite are perpendicular.

Step 1. Draw a diagram. Try to avoid special cases (like lines at right angles, or lines the same length, or equal angles) that are not specified in the proposition.

Step 2. Label the diagram. It is often useful to choose a key point to treat as the origin, and label it O.

labelled diagram of a kite

Step 3. Rewrite the proposition in terms of the diagram: required to prove: OB is perpendicular to AC.

Step 4. Set up vectors. Here we need three: Let a = OA, b=AB, c=OC. We can’t get away with fewer because none of these can be expressed in terms of the other two.

Step 5. Write down other key vectors in terms of these. Here the key vectors are OB and AC. OB=a+b. AC=ca.

Step 6. Think about what the proposition means in vector terms. If OB is perpendicular to AC then the dot product of their vector equivalents must be zero: (a+b).(ca)=0

Step 7. Think about what else we know, in vector terms. Here we know that the lengths of OA and OC are equal, so |a|=|c|, or equivalently a.a=c.c. Similarly |AB|=|CB|, |b|=|a+bc|, equivalently b.b=(a+bc).(a+bc)

Step 8. Manipulate these to result in the proposition:

begin{align*}mathbf bcdotmathbf b&=(mathbf a+mathbf b-mathbf c)cdot(mathbf a+mathbf b-mathbf c)\<br /> mathbf bcdotmathbf b&=mathbf acdotmathbf a+mathbf acdotmathbf b-mathbf acdotmathbf c+mathbf bcdotmathbf a+mathbf bcdotmathbf b-mathbf bcdotmathbf c-mathbf ccdotmathbf a-mathbf ccdotmathbf b+mathbf ccdotmathbf c\<br /> 0&=2mathbf acdotmathbf a+2mathbf acdotmathbf b-2mathbf acdotmathbf c-2mathbf bcdotmathbf c\<br /> 0&=mathbf acdotmathbf a+mathbf acdotmathbf b-mathbf acdotmathbf c-mathbf bcdotmathbf c\<br /> 0&=mathbf acdot(mathbf a-mathbf c)+mathbf bcdot(mathbf a- mathbf c)\<br /> 0&=(mathbf a+mathbf b)cdot(mathbf a-mathbf c)<br /> end{align*}

7. Vector Calculus

See https://youtu.be/Q8b9r7forJA for a nice example of vector calculus used to derive the formula for centripetal acceleration.

8. Systems of Linear Equations

This is introduced as a series of four short videos:

As a follow-up, what happens if we try to find the equation of the line that is the solution to the last example? This document explores that further: simult6.

This Prezi looks at the geometric interpretation of the various situations when solving simultaneous equations in two and three dimensions. (TODO: this Prezi has no narration.)

Other resources that may be helpful:

Exercises

See the Topics in Secondary Mathematics: Matrices section 2.1 page 25. Relevant questions include 1 – 28. (It may also be useful to revise row operations and do a selection of exercises from section 1.5, page 9ff. Questions 45 – 64 should be achievable.)

Incidental content

An interesting way of deriving the sine and cosine laws of triangles from vector and scalar products can be found in this document: sine-cosine-laws.

Old Content

The course content for this topic is packaged quite differently from the previous course, with some of what was covered in year 11 now moved to year 12, and the matrix content moved from year 12 to year 11.

3C Vectors

Syllabus

1 Vectors (12 hours)

1.1 review vector properties in 2D and extend into 3D, namely: represent vectors in space in Cartesian form as ordered triples (a,b,c)

1.2 develop the concept of displacement vectors in space, including equality of vectors, opposite vectors and the zero vector

1.3 establish and use the formula |(a,b,c)|=sqrt{a^2+b^2+c^2} for the length of a vector in space

1.4 represent the vector (a,b,c) in the form ai + bj + ck, where i, j and k are the standard unit vectors

1.5 develop the concept of the position vector of a point in space

1.6 add vectors in space using the parallelogram rule and addition of components

1.7 multiply vectors by scalars and extend this to subdividing line segments internally

1.8 develop the concept of the dot product of vectors in a plane, using projections, and the formula mathrm{bf a},cdot,mathrm{bf b}=a_1b_1+a_2b_2+a_3b_3 and establish the formula mathrm{bf a},cdot,mathrm{bf b}=|mathrm{bf a}|,|mathrm{bf b}|,costheta where mathrm{bf a}=(a_1,a_2,a_3) and mathrm{bf b}=(b_1,b_2,b_3)

1.9 calculate the angle between two vectors and identify parallelism and perpendicularity

1.10 establish and use the vector equation of a plane

1.11 establish and use the vector equation of a line in space in the form mathrm{bf r} = mathrm{bf r}_1+lambdamathrm{bf l} together with its parametric equivalent

1.12 solve practical problems in three-dimensional geometry using vector concepts and formulas, and graphical methods where appropriate.

Australian Curriculum

This content is included in Unit 3, topic 3 of the Australian Curriculum to be introduced in 2015. In addition, the Australian Curriculum includes considerably more vecto-related r content including but not limited to the equation of a sphere; using the cross product to obtain a vector perpendicular to a plane; vector and Cartesian equations of regions in a plane; vectors that vary as a function of time and associated vector calculus.

Lesson

This Prezi has few places where it explicitly says “stop and do some exercises”. You should choose for yourself sensible places to do that. This one Prezi is not intended to be take in all in one sitting; take it in sensible chunks.

Also note that I mis-speak in the voiceover at one point and say ‘perpendicular’ where I mean ‘non-perpendicular’. Can you spot the error?

3D Matrices

Syllabus

1 Matrices (14 hours)

1.1 add, subtract and multiply matrices (including multiply by a scalar)

1.2 examine the algebraic properties of matrix addition and multiplication, including commutativity for addition and not for multiplication

1.3 examine the properties of special matrices: identity, unit, singular, diagonal, row and column matrices

1.4 calculate the determinant and inverse of a 2 x 2 matrix and recognise a singular 2 x 2 matrix

1.5 solve systems of up to five simultaneous linear equations with no more than five unknowns, using matrix algebra

1.6 examine the geometric properties of 2 x 2 matrices as linear transformations in the plane, including general rotations and reflections, and dilations and shears parallel to the coordinate axes

1.7 use matrix multiplication to determine the combined effect of two linear transformations in the plane

1.8 establish and apply the relationship between the determinant and areas of shapes before and after transformation

1.9 solve practical problems involving the use of Leslie matrices and other examples of transition matrices.

Australian Curriculum

This content is partly included in Unit 2, topic 2 of the Australian Curriculum to be introduced in 2015. (Using matrices to solve systems of linear equations is limited to systems with two variables. Study of transition matrices is not included.)

Lessons

Matrices – basic ideas:

Special matrices, solving matrix equations, using matrices to solve systems of linear equations:

Transformation matrices

Transition matrices

Transition matrices: Markov chains supplement

Leslie Matrices

math (mathbf a+mathbf b)cdot(mathbf c-mathbf a)=0 mathbf acdotmathbf c-mathbf acdotmathbf a+mathbf bcdotmathbf c-mathbf bcdotmathbf a=0 math

 

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