Vector basics (position, displacement vectors, components ijk, rescaling/normalising vectors): notes and practice questions
- Scalar: quantity with magnitude only. Vector: quantity with magnitude and direction.
- Vector notation: bold lowercase (e.g., a) or arrow over points (e.g., ).
- Parallel vectors: where is a scalar constant.
- Column vector representation:
- Base vector representation: . (e.g., ).
- Position vector ( or ): describes a point's location from the origin; components match point coordinates.
- Displacement vector (): describes the shortest route, distance, and direction between two points.
- Displacement calculation:
- Vector addition/subtraction (numerically): Add/subtract corresponding components.
- Vector addition (geometrically): "Nose to tail" method; resultant from start of first to end of last.
- Magnitude ( or ): the length or size of a vector.
- Magnitude formula:
(Square negative signs inside the formula).
- Unit vector: a vector with a magnitude of exactly 1.
- Normalising a vector: rescaling it to a length of 1 while maintaining its direction.
- Unit vector formula:
- GDC tip: Enter column vectors as matrices ( or ) for operations.
- GDC tip: Verify parallel vectors by dividing corresponding components to check for a constant scalar .
How it is examined
The rescaling example above is the archetype: normalise a direction, multiply by a speed. Column and notation are both accepted, so a mark scheme has to allow either. Vectors here are the foundation for AHL 3.11 to 3.13, and most exam questions reach one of those rather than stopping at pure vector arithmetic.
The magnitude of a vector in component form.
- The concept of a vector and a scalar.
- The representation of vectors using directed line segments.
- Unit vectors and base vectors , , .
- Components of a vector, and column representation, .
Linking questions
- Links to other subjects: vector sums, differences and resultants (physics).
- Aims: vector theory is used for tracking displacement of objects, including peaceful and harmful purposes.
- TOK: vectors are used to solve many problems in position location. That can save a lost sailor or destroy a building with a laser-guided bomb. To what extent does possessing knowledge carry an ethical obligation?
Practice questions
25 questions · 1 easy · 18 medium · 6 hardQuestion 1
EasyPaper 1 · calculator6 marksConsider the points and and take all distances to be measured in meters.
Find and .
Find the area of triangle ABC.
Apply the vector formula of two points.
Apply the vector product then half its magnitude because this is a triangle not a parallelogram.
Question 2
MediumPaper 1 · calculator10 marksA high-tech drone is launched from a control tower at coordinates (1.5, 2.0, 0.8) relative to the base of the tower at the origin O. The x direction is due east, the y direction is due north, and the z direction is vertically upwards.
All distances are measured in kilometres.
The drone travels with a constant velocity, and its direction of travel is given by the vector .
Assuming the drone travels in a straight line, write down an equation for the line along which it travels.
The drone is programmed to land on a designated pad at ground level (where ).
(i) Find the value of the parameter when the drone reaches ground level.
The drone is programmed to land on a designated pad at ground level (where ).
(ii) Determine the coordinates of the landing pad.
Calculate the distance the drone travels from its initial position to the landing pad.
Recall the general form of a vector equation of a line: , where is a position vector of a point on the line and is the direction vector.
The z-component of the drone's position vector must be equal to the ground level. Set the z-component of your line equation to 0 and solve for .
Substitute the value of found in part (b.i) back into the vector equation of the line to find the coordinates of the landing pad.
Find the displacement vector from the initial position to the landing pad, then calculate its magnitude. The distance formula is .
Question 3
HardPaper 2 · calculator13 marks(a) The position of a reconnaissance drone, relative to a control tower, is given by the vector equation , where is the position vector in metres and is the time in minutes.
Write down the position vector of the drone when and when .
(b) Calculate the speed of the drone.
(c) Find an expression for the distance of the drone from the origin at time .
(d) Hence find the minimum distance of the drone from the origin and the time at which it occurs.
Substitute the given values of into the vector equation to find the corresponding position vectors.
The velocity vector is the direction vector in the position equation. The speed is the magnitude of the velocity vector.
First, write the position vector in terms of its components at time . Then, use the distance formula from the origin, which is the magnitude of the position vector.
To minimize the distance, you can minimize the square of the distance. This will result in a quadratic function. You can find the minimum of a quadratic function by taking its derivative and setting it to zero, or by using the formula for the vertex of a parabola.
Question 4
MediumPaper 1 · calculator10 marks(a) A satellite dish is supported by three anchor points A, B, and C on a mast. The coordinates of these points, relative to a fixed origin, are A(1, 2, 0), B(7, 2, 0), and C(4, 6, 1), where distances are measured in metres.
(i) Find the vector .
(ii) Find the vector .
(b) Calculate .
(c) Hence, determine the area of the triangular support surface formed by points A, B, and C.
Remember that .
Remember that .
Use the formula for the cross product: if and , then .
The area of a triangle formed by vectors and originating from the same vertex is given by .
Question 5
HardPaper 2 · calculator14 marksA drone A takes off from a control tower at 10:00. It flies north-east at a horizontal speed of and climbs at a rate of . At 10:00, it is at a height of directly above the control tower.
Find an expression for the displacement of drone A from the control tower at time hours after 10:00. Assume the control tower is at the origin (0,0,0) and the positive y-axis points North, and the positive x-axis points East.
At 10:30, a second drone B is directly above the control tower. It flies on a bearing of at a horizontal speed of and descends at a rate of .
Find an expression for the displacement of drone B from the control tower hours after 10:00.
Find the distance the two drones are apart when they have the same height.
Start by defining the initial position vector and the velocity vector of drone A. Remember that North-East implies equal components in the x and y directions for the horizontal velocity.
Remember that drone B starts its motion at 10:30, so its time variable will be different from . Bearings are measured clockwise from North (positive y-axis).
First, equate the z-components of the displacement vectors from parts (a) and (b) to find the time when their heights are equal. Then, substitute this time back into both displacement vectors to find their positions, and finally calculate the distance between these two points.
Question 6
MediumPaper 1 · calculator7 marksA small drone is tracking a moving target. Its position vector, , relative to a fixed origin at time (in seconds, ) is given by
.
(a) Find the velocity vector of the drone, .
(b) Show that the velocity vector of the drone is never parallel to its position vector for .
Remember to apply the product rule when differentiating each component of the position vector with respect to time.
Two vectors are parallel if one is a scalar multiple of the other, or if the angle between them is 0 or . Consider using the dot product to find the cosine of the angle between the vectors.
Question 7
HardPaper 2 · calculator35 marks(a) The position vector of Drone A at time seconds is given by , where displacement is measured in metres.
(i) Find an expression for the velocity of Drone A at time .
(ii) Hence, find the speed of Drone A when seconds.
(b) (i) Find an expression for the acceleration of Drone A at time .
(ii) Show that the acceleration of Drone A is always directed towards the origin.
(c) The position vector of a second drone, Drone B, is given by .
For , find the time when the two drones are closest to each other.
(d) At time , where , Drone B is moving parallel to Drone A.
(i) Find the value of .
(ii) At time , show that the two drones are moving in the opposite direction.
To find the velocity vector from the position vector, differentiate each component with respect to time. Remember to apply the chain rule for functions like and .
Speed is the magnitude of the velocity vector. Substitute the given time into your velocity expression and then calculate its magnitude using the Pythagorean theorem.
Acceleration is the derivative of the velocity vector with respect to time. Differentiate each component of the velocity vector you found in part (a.i).
To show that acceleration is directed towards the origin, demonstrate that the acceleration vector is a negative scalar multiple of the position vector, i.e., where .
First, find the relative position vector . Then, find the magnitude of this vector, , which represents the distance between the drones. Use your GDC to find the minimum value of this distance function within the given time interval.
Two vectors are parallel if one is a scalar multiple of the other, or if their slopes are equal. First, find the velocity vector for Drone B. Then, set up an equation using the condition for parallel vectors and solve for using your GDC.
Substitute the value of found in part (d.i) into both velocity vectors. If the drones are moving in opposite directions, one velocity vector should be a negative scalar multiple of the other.
Question 8
MediumPaper 1 · calculator8 marksIn this question, denotes a unit vector due east, and denotes a unit vector due north.
Two drones, P and Q, are each flying with constant velocities.
The position vector of drone P, at time minutes, is given as .
The position vector of drone Q, at time minutes, is given as .
(a) Find the bearing on which drone P is flying.
(b) Find the value of when drone Q is directly west of drone P.
(c) Find the value of when drone Q is directly north-west of drone P.
The velocity vector determines the direction of flight. Remember that bearing is measured clockwise from North (the positive direction).
If drone Q is directly west of drone P, their North-South positions (j-components) must be the same.
For drone Q to be directly north-west of drone P, the relative position vector must have a negative component and a positive component of equal magnitude.
Question 9
HardPaper 2 · calculator15 marksThe position of a drone, D, seconds after leaving a control tower T, is given by
, .
The units of distance are metres.
Write down the coordinates of the control tower T.
Four seconds after leaving T, D is at point P.
Find the displacement vector .
Find the distance .
A second drone, D, leaves the control tower T at the same time as D. D is moving in the direction of the vector .
Find the angle between the initial flight paths of Drone 1 and Drone 2.
The drone D has a speed of m s.
Find the distance between Drone 1 and Drone 2 when seconds.
The constant vector in the position equation represents the initial position when .
The displacement vector from T to P is given by the time multiplied by the direction vector of D.
The distance is the magnitude of the displacement vector found in part (b.i). Use the formula .
Use the scalar product formula for the angle between two vectors: . The direction vectors are for D and for D.
First, find the position of D at . Then, determine the velocity vector of D by scaling its direction vector with its speed. Calculate the position of D at . Finally, find the magnitude of the vector connecting the positions of D and D.
Question 10
MediumPaper 1 · calculator9 marksA triangular section of a modern architectural roof is being designed. The vertices of this section are represented by points P, Q, and R in a 3D coordinate system, where distances are measured in metres.
Point P is at .
Point Q is at .
Point R is at .
Calculate the vector product .
Hence, find the area of the triangular roof section.
A support beam is to be installed from point Q perpendicular to the edge PR. Find the length of this support beam.
The building's base lies on the horizontal plane (z=0). Find the acute angle that the roof section makes with the horizontal plane.
First, determine the component vectors and . Then, remember the formula for the cross product of two 3D vectors.
The magnitude of the cross product of two vectors forming two sides of a triangle is related to the area of the triangle. Specifically, the area is half the magnitude of the cross product.
The area of a triangle can also be calculated using the formula . You can use the area from part (b) and the length of as the base.
The angle between two planes can be found using the angle between their normal vectors. The normal vector to the horizontal plane (z=0) is . The normal vector to the roof section is the cross product you calculated in part (a).
Question 11
HardPaper 2 · calculator17 marksA deep-sea research submersible, 'Nautilus', is being tracked relative to an underwater research station, 'Triton Base'. The coordinates represent the submersible's displacement in kilometres, where is east, is north, and is vertical displacement (positive upwards, so negative for depths below sea level).
At 10:00 AM, the submersible is detected at a position 60 km east and 24 km north of Triton Base, and at a depth of 15 km below sea level. Its velocity is given as kmh. Let be the length of time in hours from 10:00 AM.
Write down a vector equation for the displacement, , of the submersible in terms of .
If the submersible continued to travel with the given velocity,
verify that it would pass directly over Triton Base (the point );
state the depth of the submersible at this point;
find the time at which it would pass directly over Triton Base.
When the submersible is at a depth of 18 km below sea level, it continues to move horizontally on the same bearing but adjusts its vertical velocity so that it will dock precisely at Triton Base .
Find the time at which the submersible is at a depth of 18 km below sea level.
Find the direct distance of the submersible from Triton Base at this point.
Given that the velocity of the submersible, after the adjustment of the vertical velocity, is kmh, find the value of .
Recall the formula for a position vector given an initial position and a constant velocity: . Ensure all components (x, y, z) are correctly represented, especially the sign for depth.
For the submersible to pass directly over Triton Base, its and coordinates must simultaneously be zero. Set the and components of your vector equation from part (a) to zero and solve for . If the values of are the same, it passes directly over the base.
Use the time found in part (b.i) and substitute it into the -component of the displacement vector to find the depth.
Convert the time in hours from part (b.i) into a clock time, given the starting time of 10:00 AM.
Set the -component of the displacement vector equal to km (since it's 18 km below sea level) and solve for . Then convert this to a clock time.
First, find the full position vector of the submersible at the time found in part (c.i). Then, calculate the magnitude of this position vector to find the direct distance from the origin (Triton Base).
The submersible adjusts its vertical velocity at the time found in part (c.i). From this adjusted point, it needs to reach at the same time its and coordinates reach zero (as it continues on the same horizontal bearing). Calculate the time remaining for the horizontal movement and the required change in over that time to find the new vertical velocity component .
Question 12
MediumPaper 1 · calculator7 marks(a) A drone is programmed to fly along a straight path . Its position at time (in minutes) can be modelled by the vector equation , where the coordinates are in metres. A stationary sensor is located at the point .
Find the coordinates of the point on the drone's path that is closest to the sensor .
(b) Find a vector that is perpendicular to both the drone's path and the line segment connecting point to the sensor .
To find the point on the line closest to the sensor, consider the vector connecting a general point on the line to the sensor. This vector must be perpendicular to the direction vector of the line at the closest point. Use the scalar product to express this condition.
To find a vector perpendicular to two given vectors, you can use the vector product (cross product). You will need the direction vector of the drone's path and the vector from point P to sensor S.
Question 13
HardPaper 3 · calculator27 marks(a) A ground crew on Luna Prime is tracking a supply drone. From the Aether station's control tower, the drone is observed to be km East and km North in a localized flat-map approximation.
(i) Find the straight-line distance from the Aether station to the drone.
(ii) Find the bearing of the drone from the Aether station. Give your answer in degrees, correct to one decimal place.
(b) The Aether station (A) is located at the origin of a 3D Cartesian coordinate system for this part. A research probe (P) is located at km. A navigation beacon (B) is located at km.
(i) Show that the position vector of the research probe, , is perpendicular to the position vector of the navigation beacon, .
(ii) Assuming the probe and beacon are on the surface of Luna Prime with a radius of km, calculate the shortest distance along the surface between the research probe and the navigation beacon.
(c) Consider the Aether station (A) at km, the Boreas station (B) at km, and a North Pole reference point (N) at km. Let , , and be their respective position vectors from the centre of Luna Prime.
(i) Find the vector .
(ii) Show that the angle at vertex A in the spherical triangle formed by Aether, Boreas, and the North Pole (ABN) is .
(d) A supply route between Aether and a new outpost, Delta, has an arc length of km. Given that the radius of Luna Prime is km, show that the central angle between Aether and Delta is , correct to three significant figures.
(e) The Aether station (A) is located at N, E, and the Boreas station (B) is located at N, E on Luna Prime, which has a radius of km. Find the shortest distance along the surface from Aether to Boreas.
(f) Using the vector method from part (c), find the initial bearing from Aether to Boreas. Give your answer in degrees, correct to one decimal place.
Use the Pythagorean theorem to find the hypotenuse of a right-angled triangle formed by the east-west and north-south displacements.
Use an appropriate inverse trigonometric ratio (e.g., arctan) to find the angle. Remember that bearings are measured clockwise from North.
Two vectors are perpendicular if their scalar (dot) product is zero.
Since the position vectors are perpendicular, the central angle between the probe and the beacon is . Use the arc length formula , where is in radians.
Use the formula for the cross product of two 3D vectors: .
The angle at vertex A of a spherical triangle formed by points A, B, N is the dihedral angle between the planes OAB and OAN. This angle can be found by taking the dot product of the normal vectors to these planes. The normal vector to plane OAB is , and the normal vector to plane OAN is .
Use the arc length formula , where must be in radians. Then convert the angle to degrees.
Convert the spherical coordinates (latitude, longitude) to 3D Cartesian coordinates for both stations. Then use the scalar product formula to find the central angle . Finally, use the arc length formula to find the distance.
The bearing at A is the angle between the great circle arc AN (North direction) and the great circle arc AB. This angle can be found by taking the angle between the normal vectors to the planes OAN and OAB. The normal vector to plane OAN is , and the normal vector to plane OAB is . Remember to consider the direction of the bearing (clockwise from North).
Question 14
MediumPaper 1 · calculator5 marksThree observation points in a 3D geological survey are located at points P, Q, and R. Their position vectors relative to an origin O are given by , and .
(a) Calculate .
(b) Hence find the area of triangle PQR.
First, find the displacement vectors and using the given position vectors. Then, apply the cross product formula for 3D vectors.
The magnitude of the cross product of two vectors forming two sides of a triangle is twice the area of the triangle.
Question 15
MediumPaper 1 · calculator6 marksA structural engineer is designing a complex joint for a bridge. The joint can be modelled as a tetrahedron, with its four critical connection points (vertices) given by the coordinates:
All coordinates are in metres.
Find the volume of this tetrahedral joint.
Recall that the volume of a tetrahedron formed by vectors , , and from a common vertex is given by . First, form three vectors from one common vertex.
Question 16
MediumPaper 1 · calculator9 marksA drone is programmed to fly from point to point . During its flight, it experiences a constant wind force Newtons.
Calculate the scalar component of the wind force in the direction of the drone's intended path from to .
Determine the scalar component of the wind force which is perpendicular to the drone's intended path.
The wind force can be resolved into two vector components: one acting in the direction of the drone's intended path and the other acting perpendicular to it.
State the component of the wind force in the direction of the drone's intended path (from part (a) ) in vector form. Give your answer in terms of the unit vectors and .
First, find the displacement vector and its unit vector. Then, use the dot product formula for the scalar component of a vector in a given direction: .
The magnitude of the force vector, the parallel component (from part a), and the perpendicular component form a right-angled triangle. Use the Pythagorean theorem.
To convert a scalar component into a vector component, multiply the scalar value by the unit vector in that direction.
Question 17
MediumPaper 1 · calculator7 marksA deep-sea exploration probe is launched from a research vessel. Its velocity vector, , at time seconds after launch, is given by
m/s.
At the moment of launch (), the probe's initial position relative to a fixed origin is m. Find the position vector, , of the probe at time .
Find the distance of the probe from the origin when seconds.
To find the position vector from the velocity vector, you need to integrate each component of the velocity vector with respect to time. Remember to include constants of integration for each component and use the initial position to find their values.
Substitute into the position vector found in part (a) to get the probe's position at that time. Then, calculate the magnitude of this position vector to find its distance from the origin.
Question 18
MediumPaper 1 · calculator5 marksA force acts on a particle. The effect of this force is often analyzed by decomposing it into components parallel and perpendicular to a given direction vector (where ).
The scalar component of in the direction of is given by .
The magnitude of the component of perpendicular to is given by .
(a) Show that .
Consider expressing and in terms of the magnitudes of the vectors and the angle between them.
Question 19
MediumPaper 2 · calculator11 marks(a) A deep-sea submersible is exploring an underwater trench. It is subjected to several forces, all measured in kN ( kN N).
Two main thrusters provide forces represented by the vectors and .
Two lateral thrusters exert forces of and .
The water resistance acting on the submersible is kN.
The buoyant force is kN, and the weight of the submersible produces a force of kN.
Find the resultant force acting on the submersible.
(b) Given that the mass of the submersible is kg, find the acceleration of the submersible in ms. The acceleration (ms) of an object subject to a resultant force of N is given by the formula , where is the mass of the object in kilograms.
(c) The submersible is initially at the origin and has an initial velocity of ms.
(i) Find the displacement of the submersible at time .
(ii) Find the displacement of the submersible at s.
To find the resultant force, sum all the individual force vectors. Remember that vectors are added component-wise.
First, convert the resultant force from kN to N. Then, use Newton's second law, , to find the acceleration.
Use the constant acceleration kinematic equation for displacement: , where is the initial position, is the initial velocity, and is the acceleration found in part (b).
Substitute into the displacement equation found in part (c.i).
Question 20
MediumPaper 2 · calculator12 marksA robot arm applies a force to move a component. The force vector is newtons (N). The component is moved from an initial position to a final position , where coordinates are in metres. Calculate the work done by the robot arm.
In physics, the work done by a constant force moving an object through a displacement is generally given by the scalar product . Explain why, if the force is applied exactly in the direction of the displacement, the formula simplifies to .
A deep-sea submersible starts its descent from an initial position metres and travels in a straight line to a target location metres. The coordinates are relative to a fixed origin on the surface. The submersible's propulsion system generates a constant force of N in the direction of motion. Using the simplified formula from part (b), calculate the total energy expended by the propulsion system during this descent. Give your answer to three significant figures.
First, determine the displacement vector . Then, use the formula for work done .
Recall the alternative formula for the scalar product involving the angle between the vectors.
First, find the displacement vector . Then calculate its magnitude. Finally, multiply this magnitude by the given force.
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