
HL Paper 2
Suppose that is the first term of a geometric series with common ratio .
Prove, by mathematical induction, that the sum of the first terms, is given by
, where .
Markscheme
* This question is from an exam for a previous syllabus, and may contain minor differences in marking or structure.
, so true for R1
assume true for , ie. M1
Note: Award M0 for statements such as “let ”.
Note: Subsequent marks after the first M1 are independent of this mark and can be awarded.
M1
A1
A1
A1
true for and if true for then true for , the statement is true for any positive integer (or equivalent). R1
Note: Award the final R1 mark provided at least four of the previous marks are gained.
[7 marks]
Examiners report
A geneticist uses a Markov chain model to investigate changes in a specific gene in a cell as it divides. Every time the cell divides, the gene may mutate between its normal state and other states.
The model is of the form
where is the probability of the gene being in its normal state after dividing for the time, and is the probability of it being in another state after dividing for the time, where .
Matrix is found to be .
The gene is in its normal state when . Calculate the probability of it being in its normal state
Write down the value of .
What does represent in this context?
Find the eigenvalues of .
Find the eigenvectors of .
when .
in the long term.
Markscheme
A1
[1 mark]
the probability of mutating from ‘not normal state’ to ‘normal state’ A1
Note: The A1 can only be awarded if it is clear that transformation is from the mutated state.
[1 mark]
(M1)
Note: Award M1 for an attempt to find eigenvalues. Any indication that has been used is sufficient for the (M1).
OR (A1)
A1
[3 marks]
OR (M1)
Note: Award M1 can be awarded for attempting to find either eigenvector.
OR
and A1A1
Note: Accept any multiple of the given eigenvectors.
[3 marks]
OR (M1)
Note: Condone omission of the initial state vector for the M1.
A1
[2 marks]
(A1)
Note: Award A1 for OR seen.
A1
[2 marks]
Examiners report
There was some difficulty in interpreting the meaning of the values in the transition matrix, but most candidates did well with the rest of the question. In part (d) there was frequently evidence of a correct method, but a failure to identify the correct probabilities. It was surprising to see a significant number of candidates diagonalizing the matrix in part (d) and this often led to errors. Clearly this was not necessary.
A transformation, , of a plane is represented by , where is a matrix, is a vector, is the position vector of a point in the plane and the position vector of its image under .
The triangle has coordinates , and . Under T, these points are transformed to , and respectively.
can be written as , where and are matrices.
represents an enlargement with scale factor , centre .
represents a rotation about .
The transformation can also be described by an enlargement scale factor , centre , followed by a rotation about the same centre .
By considering the image of , find .
By considering the image of and , show that
.
Write down the matrix .
Use to find the matrix .
Hence find the angle and direction of the rotation represented by .
Write down an equation satisfied by .
Find the value of and the value of .
Markscheme
(M1)
A1
[2 marks]
EITHER
M1
hence A1
M1
hence A1
OR
M1
hence A1
M1
A1
THEN
AG
[4 marks]
A1
[1 mark]
EITHER
(A1)
(M1)
Note: The M1 is for an attempt at rearranging the matrix equation. Award even if the order of the product is reversed.
(A1)
OR
let
attempt to solve a system of equations M1
A2
Note: Award A1 for two correct equations, A2 for all four equations correct.
THEN
OR OR A1
Note: The correct answer can be obtained from reversing the matrices, so do not award if incorrect product seen. If the given answer is obtained from the product , award (A1)(M1)(A0)A0.
[4 marks]
clockwise A1
arccosine or arcsine of value in matrix seen (M1)
A1
Note: Both A1 marks are dependent on the answer to part (c)(i) and should only be awarded for a valid rotation matrix.
[3 marks]
METHOD 1
A1
METHOD 2
A1
Note: Accept substitution of and (and and ) with particular points given in the question.
[1 mark]
METHOD 1
solving using simultaneous equations or (M1)
A1A1
METHOD 2
(M1)
Note: This line, with any of the points substituted, may be seen in part (d)(i) and if so the M1 can be awarded there.
A1A1
[3 marks]
Examiners report
Part (i) proved to be straightforward for most candidates. A common error in part (ii) was for candidates to begin with the matrix P and to show it successfully transformed the points to their images. This received no marks. For a ‘show that’ question it is expected that the work moves to rather than from the given answer.
(b), (c) These two parts dealt generally with more familiar aspects of matrix transformations and were well done.
(b), (c) These two parts dealt generally with more familiar aspects of matrix transformations and were well done.
The trick of recognizing that was invariant was generally not seen and as such the question could not be successfully answered.
A particle moves such that its displacement, metres, from a point at time seconds is given by the differential equation
The equation for the motion of the particle is amended to
.
When the particle is stationary at .
Use the substitution to show that this equation can be written as
.
Find the eigenvalues for the matrix .
Hence state the long-term velocity of the particle.
Use the substitution to write the differential equation as a system of coupled, first order differential equations.
Use Euler’s method with a step length of to find the displacement of the particle when .
Find the long-term velocity of the particle.
Markscheme
OR M1
Note: Award M1 for substituting for .
AG
[1 mark]
(M1)
Note: Award M1 for an attempt to find eigenvalues. Any indication that has been used is sufficient for the (M1).
OR (A1)
A1
[3 marks]
(on a phase portrait the particle approaches as increases so long term velocity () is)
A1
Note: Only award A1 for if both eigenvalues in part (a)(ii) are negative. If at least one is positive accept an answer of ‘no limit’ or ‘infinity’, or in the case of one positive and one negative also accept ‘no limit or (depending on initial conditions)’.
[1 mark]
(A1)
A1
[2 marks]
recognition that in any recurrence formula (M1)
(A1)
(A1)
(when ,) A2
[5 marks]
recognizing that is the velocity
A1
[2 marks]
Examiners report
It was clear that second order differential equations had not been covered by many schools. Fortunately, many were able to successfully answer part (ii) as this was independent of the other two parts. For part (iii) it was expected that candidates would know that two negative eigenvalues mean the system tends to the origin and so the long-term velocity is 0. Some candidates tried to solve the system. It should be noted that when the command term is ‘state’ then no further working out is expected to be seen.
Forming a coupled system from a second order differential equation and solving it using Euler’s method is a technique included in the course guide. Candidates who had learned this technique were successful in this question.
A change in grazing habits has resulted in two species of herbivore, and , competing for food on the same grasslands. At time environmentalists begin to record the sizes of both populations. Let the size of the population of be , and the size of the population be . The following model is proposed for predicting the change in the sizes of the two populations:
for
For this system of coupled differential equations find
When has a population of .
It is known that has an initial population of .
the eigenvalues.
the eigenvectors.
Hence write down the general solution of the system of equations.
Sketch the phase portrait for this system, for .
On your sketch show
- the equation of the line defined by the eigenvector in the first quadrant
- at least two trajectories either side of this line using arrows on those trajectories to represent the change in populations as t increases
Write down a condition on the size of the initial population of if it is to avoid its population reducing to zero.
Find the value of at which .
Find the population of at this value of . Give your answer to the nearest herbivores.
Markscheme
* This sample question was produced by experienced DP mathematics senior examiners to aid teachers in preparing for external assessment in the new MAA course. There may be minor differences in formatting compared to formal exam papers.
(M1)(A1)
and A1
[3 marks]
Attempt to solve either
or
or equivalent (M1)
or A1A1
Note: accept equivalent forms
[3 marks]
A1
[1 mark]
A1A1A1
Note: A1 for correctly labelled, A1 for at least two trajectories above and A1 for at least two trajectories below , including arrows.
[3 marks]
A1
[1 mark]
At M1A1
Note: Award M1 for the substitution of and
Hence A1A1
M1
(years) A1
[6 marks]
(M1)
(to the nearest animals) A1
[2 marks]
Examiners report
A student investigating the relationship between chemical reactions and temperature finds the Arrhenius equation on the internet.
This equation links a variable with the temperature , where and are positive constants and .
The Arrhenius equation predicts that the graph of against is a straight line.
Write down
The following data are found for a particular reaction, where is measured in Kelvin and is measured in :
Find an estimate of
Show that is always positive.
Given that and , sketch the graph of against .
(i) the gradient of this line in terms of ;
(ii) the -intercept of this line in terms of .
Find the equation of the regression line for on .
.
It is not required to state units for this value.
.
It is not required to state units for this value.
Markscheme
attempt to use chain rule, including the differentiation of (M1)
A1
this is the product of positive quantities so must be positive R1
Note: The R1 may be awarded for correct argument from their derivative. R1 is not possible if their derivative is not always positive.
[3 marks]
A1A1A1
Note: Award A1 for an increasing graph, entirely in first quadrant, becoming concave down for larger values of , A1 for tending towards the origin and A1 for asymptote labelled at .
[3 marks]
taking of both sides OR substituting and (M1)
OR (A1)
(i) so gradient is A1
(ii) -intercept is A1
Note: The implied (M1) and (A1) can only be awarded if both correct answers are seen. Award zero if only one value is correct and no working is seen.
[4 marks]
an attempt to convert data to and (M1)
e.g. at least one correct row in the following table
line is A1
[2 marks]
A1
[1 mark]
attempt to rearrange or solve graphically (M1)
A1
Note: Accept an value of … from use of value.
[2 marks]
Examiners report
This question caused significant difficulties for many candidates and many did not even attempt the question. Very few candidates were able to differentiate the expression in part (a) resulting in difficulties for part (b). Responses to parts (c) to (e) illustrated a lack of understanding of linearizing a set of data. Those candidates that were able to do part (d) frequently lost a mark as their answer was given in x and y.
Phil takes out a bank loan of $150 000 to buy a house, at an annual interest rate of 3.5%. The interest is calculated at the end of each year and added to the amount outstanding.
To pay off the loan, Phil makes annual deposits of $P at the end of every year in a savings account, paying an annual interest rate of 2% . He makes his first deposit at the end of the first year after taking out the loan.
David visits a different bank and makes a single deposit of $Q , the annual interest rate being 2.8%.
Find the amount Phil would owe the bank after 20 years. Give your answer to the nearest dollar.
Show that the total value of Phil’s savings after 20 years is .
Given that Phil’s aim is to own the house after 20 years, find the value for to the nearest dollar.
David wishes to withdraw $5000 at the end of each year for a period of years. Show that an expression for the minimum value of is
.
Hence or otherwise, find the minimum value of that would permit David to withdraw annual amounts of $5000 indefinitely. Give your answer to the nearest dollar.
Markscheme
* This question is from an exam for a previous syllabus, and may contain minor differences in marking or structure.
(M1)(A1)
A1
Note: Only accept answers to the nearest dollar. Accept $298469.
[3 marks]
attempt to look for a pattern by considering 1 year, 2 years etc (M1)
recognising a geometric series with first term and common ratio 1.02 (M1)
EITHER
A1
OR
explicitly identify and (may be seen as ). A1
THEN
AG
[3 marks]
(M1)(A1)
A1
Note: Accept answers which round to 12284.
[3 marks]
METHOD 1
M1A1
A1
AG
METHOD 2
the initial value of the first withdrawal is A1
the initial value of the second withdrawal is R1
the investment required for these two withdrawals is R1
AG
[3 Marks]
sum to infinity is (M1)(A1)
so minimum amount is $178572 A1
Note: Accept answers which round to $178571 or $178572.
[3 Marks]
Examiners report
A shock absorber on a car contains a spring surrounded by a fluid. When the car travels over uneven ground the spring is compressed and then returns to an equilibrium position.
The displacement, , of the spring is measured, in centimetres, from the equilibrium position of . The value of can be modelled by the following second order differential equation, where is the time, measured in seconds, after the initial displacement.
The differential equation can be expressed in the form , where is a matrix.
Given that , show that .
Write down the matrix .
Find the eigenvalues of matrix .
Find the eigenvectors of matrix .
Given that when the shock absorber is displaced and its velocity is zero, find an expression for in terms of .
Markscheme
A1
R1
Note: If no explicit reference is made to , or equivalent, award A0R1 if second line is seen. If used instead of , award A0R0.
AG
[2 marks]
A1
[1 mark]
(M1)
(A1)
A1
[3 marks]
(M1)
A1
A1
Note: Award M1 for a valid attempt to find either eigenvector. Accept equivalent forms of the eigenvectors.
Do not award FT for eigenvectors that do not satisfy both rows of the matrix.
[3 marks]
M1A1
(M1)
(M1)
A1
A1
Note: Do not award the final A1 if the answer is given in the form .
[6 marks]
Examiners report
There were many good attempts at this problem, although simple errors often complicated things. In part (a) an explicit statement of the relationship between the second derivative of and the first derivative of was often issing. Then in part (b) there seemed to be confusion about the matrix, with the correct values often placed in the wrong row or column of the matrix. Despite these errors, candidates made good attempts at finding eigenvalues and eigenvectors. It is to be noted that an error in solving the quadratic equation to find the eigenvectors means that follow-through marks are unlikely to be awarded since the eigenvectors are not reasonable answers and will not be consistent with the eigenvalues. Candidates need to take real care at this point of a question in part (c)(i). A significant number of candidates did not write down the final answer correctly, leaving their final answer in vector form, rather than “ ….” as asked for in the question.
There were many good attempts at this problem, although simple errors often complicated things. In part (a) an explicit statement of the relationship between the second derivative of and the first derivative of was often issing. Then in part (b) there seemed to be confusion about the matrix, with the correct values often placed in the wrong row or column of the matrix. Despite these errors, candidates made good attempts at finding eigenvalues and eigenvectors. It is to be noted that an error in solving the quadratic equation to find the eigenvectors means that follow-through marks are unlikely to be awarded since the eigenvectors are not reasonable answers and will not be consistent with the eigenvalues. Candidates need to take real care at this point of a question in part (c)(i). A significant number of candidates did not write down the final answer correctly, leaving their final answer in vector form, rather than “ ….” as asked for in the question.
There were many good attempts at this problem, although simple errors often complicated things. In part (a) an explicit statement of the relationship between the second derivative of and the first derivative of was often issing. Then in part (b) there seemed to be confusion about the matrix, with the correct values often placed in the wrong row or column of the matrix. Despite these errors, candidates made good attempts at finding eigenvalues and eigenvectors. It is to be noted that an error in solving the quadratic equation to find the eigenvectors means that follow-through marks are unlikely to be awarded since the eigenvectors are not reasonable answers and will not be consistent with the eigenvalues. Candidates need to take real care at this point of a question in part (c)(i). A significant number of candidates did not write down the final answer correctly, leaving their final answer in vector form, rather than “ ….” as asked for in the question.
There were many good attempts at this problem, although simple errors often complicated things. In part (a) an explicit statement of the relationship between the second derivative of and the first derivative of was often issing. Then in part (b) there seemed to be confusion about the matrix, with the correct values often placed in the wrong row or column of the matrix. Despite these errors, candidates made good attempts at finding eigenvalues and eigenvectors. It is to be noted that an error in solving the quadratic equation to find the eigenvectors means that follow-through marks are unlikely to be awarded since the eigenvectors are not reasonable answers and will not be consistent with the eigenvalues. Candidates need to take real care at this point of a question in part (c)(i). A significant number of candidates did not write down the final answer correctly, leaving their final answer in vector form, rather than “ ….” as asked for in the question.
There were many good attempts at this problem, although simple errors often complicated things. In part (a) an explicit statement of the relationship between the second derivative of and the first derivative of was often issing. Then in part (b) there seemed to be confusion about the matrix, with the correct values often placed in the wrong row or column of the matrix. Despite these errors, candidates made good attempts at finding eigenvalues and eigenvectors. It is to be noted that an error in solving the quadratic equation to find the eigenvectors means that follow-through marks are unlikely to be awarded since the eigenvectors are not reasonable answers and will not be consistent with the eigenvalues. Candidates need to take real care at this point of a question in part (c)(i). A significant number of candidates did not write down the final answer correctly, leaving their final answer in vector form, rather than “ ….” as asked for in the question.
A flying drone is programmed to complete a series of movements in a horizontal plane relative to an origin and a set of --axes.
In each case, the drone moves to a new position represented by the following transformations:
- a rotation anticlockwise of radians about
- a reflection in the line
- a rotation clockwise of radians about .
All the movements are performed in the listed order.
Write down each of the transformations in matrix form, clearly stating which matrix represents each transformation.
Find a single matrix that defines a transformation that represents the overall change in position.
Find .
Hence state what the value of indicates for the possible movement of the drone.
Three drones are initially positioned at the points , and . After performing the movements listed above, the drones are positioned at points , and respectively.
Show that the area of triangle is equal to the area of triangle .
Find a single transformation that is equivalent to the three transformations represented by matrix .
Markscheme
Note: For clarity, exact answers are used throughout this markscheme. However it is perfectly acceptable for candidates to write decimal values .
rotation anticlockwise is OR (M1)A1
reflection in
(M1)
(A1)
matrix is OR A1
rotation clockwise is OR A1
[6 marks]
Note: For clarity, exact answers are used throughout this markscheme. However it is perfectly acceptable for candidates to write decimal values .
an attempt to multiply three matrices (M1)
(A1)
OR A1
[3 marks]
Note: For clarity, exact answers are used throughout this markscheme. However it is perfectly acceptable for candidates to write decimal values .
A1
Note: Do not award A1 if final answer not resolved into the identity matrix .
[1 mark]
Note: For clarity, exact answers are used throughout this markscheme. However it is perfectly acceptable for candidates to write decimal values .
if the overall movement of the drone is repeated A1
the drone would return to its original position A1
[2 marks]
Note: For clarity, exact answers are used throughout this markscheme. However it is perfectly acceptable for candidates to write decimal values .
METHOD 1
A1
area of triangle area of triangle R1
area of triangle area of triangle AG
Note: Award at most A1R0 for responses that omit modulus sign.
METHOD 2
statement of fact that rotation leaves area unchanged R1
statement of fact that reflection leaves area unchanged R1
area of triangle area of triangle AG
[2 marks]
Note: For clarity, exact answers are used throughout this markscheme. However it is perfectly acceptable for candidates to write decimal values .
attempt to find angles associated with values of elements in matrix (M1)
reflection (in ) (M1)
where A1
reflection in A1
[4 marks]
Examiners report
There were many good attempts at this problem. In most cases these good attempts were undermined by a key lack of understanding. Whilst candidates were able to find the correct matrices in part (a)(i), they then invariably went onto multiply the matrices in the wrong order in part (a)(ii). Whilst follow through marks were readily available after this, the incorrect matrix for then caused issues in part (c). If these candidates had multiplied correctly, it seems that many of them could have gained close to full marks on this question. At the same time there was a lack of precision in the description of the transformation in part (c). As a general point, it would also help candidates if they resolved the trig ratios in the matrices; writing or rather than, for example . Finally, there were many attempts in part (c) that suggested candidates had a good knowledge and understanding of the concepts of matrices and affine transformations.
There were many good attempts at this problem. In most cases these good attempts were undermined by a key lack of understanding. Whilst candidates were able to find the correct matrices in part (a)(i), they then invariably went onto multiply the matrices in the wrong order in part (a)(ii). Whilst follow through marks were readily available after this, the incorrect matrix for then caused issues in part (c). If these candidates had multiplied correctly, it seems that many of them could have gained close to full marks on this question. At the same time there was a lack of precision in the description of the transformation in part (c). As a general point, it would also help candidates if they resolved the trig ratios in the matrices; writing or rather than, for example . Finally, there were many attempts in part (c) that suggested candidates had a good knowledge and understanding of the concepts of matrices and affine transformations.
There were many good attempts at this problem. In most cases these good attempts were undermined by a key lack of understanding. Whilst candidates were able to find the correct matrices in part (a)(i), they then invariably went onto multiply the matrices in the wrong order in part (a)(ii). Whilst follow through marks were readily available after this, the incorrect matrix for then caused issues in part (c). If these candidates had multiplied correctly, it seems that many of them could have gained close to full marks on this question. At the same time there was a lack of precision in the description of the transformation in part (c). As a general point, it would also help candidates if they resolved the trig ratios in the matrices; writing or rather than, for example . Finally, there were many attempts in part (c) that suggested candidates had a good knowledge and understanding of the concepts of matrices and affine transformations.
There were many good attempts at this problem. In most cases these good attempts were undermined by a key lack of understanding. Whilst candidates were able to find the correct matrices in part (a)(i), they then invariably went onto multiply the matrices in the wrong order in part (a)(ii). Whilst follow through marks were readily available after this, the incorrect matrix for then caused issues in part (c). If these candidates had multiplied correctly, it seems that many of them could have gained close to full marks on this question. At the same time there was a lack of precision in the description of the transformation in part (c). As a general point, it would also help candidates if they resolved the trig ratios in the matrices; writing or rather than, for example . Finally, there were many attempts in part (c) that suggested candidates had a good knowledge and understanding of the concepts of matrices and affine transformations.
There were many good attempts at this problem. In most cases these good attempts were undermined by a key lack of understanding. Whilst candidates were able to find the correct matrices in part (a)(i), they then invariably went onto multiply the matrices in the wrong order in part (a)(ii). Whilst follow through marks were readily available after this, the incorrect matrix for then caused issues in part (c). If these candidates had multiplied correctly, it seems that many of them could have gained close to full marks on this question. At the same time there was a lack of precision in the description of the transformation in part (c). As a general point, it would also help candidates if they resolved the trig ratios in the matrices; writing or rather than, for example . Finally, there were many attempts in part (c) that suggested candidates had a good knowledge and understanding of the concepts of matrices and affine transformations.
There were many good attempts at this problem. In most cases these good attempts were undermined by a key lack of understanding. Whilst candidates were able to find the correct matrices in part (a)(i), they then invariably went onto multiply the matrices in the wrong order in part (a)(ii). Whilst follow through marks were readily available after this, the incorrect matrix for then caused issues in part (c). If these candidates had multiplied correctly, it seems that many of them could have gained close to full marks on this question. At the same time there was a lack of precision in the description of the transformation in part (c). As a general point, it would also help candidates if they resolved the trig ratios in the matrices; writing or rather than, for example . Finally, there were many attempts in part (c) that suggested candidates had a good knowledge and understanding of the concepts of matrices and affine transformations.
The function is given by , where , , , are integers.
The graph of passes through the point (0, 0).
The graph of also passes through the point (3, 18).
The graph of also passes through the points (1, 0) and (–1, –10).
Write down the value of .
Show that .
Write down the other two linear equations in , and .
Write down these three equations as a matrix equation.
Solve this matrix equation.
The function can also be written where and are integers. Find and .
Markscheme
* This question is from an exam for a previous syllabus, and may contain minor differences in marking or structure.
= 0 A1 N1
[1 mark]
Attempting to substitute (3, 18) (M1)
A1
AG N0
[2 marks]
+ + = 0 A1 N1
− + − = −10 A1 N1
[2 marks]
Evidence of attempting to set up a matrix equation (M1)
Correct matrix equation representing the given equations A2 N3
eg
[3 marks]
A1A1A1 N3
[3 marks]
Factorizing (M1)
eg ,
(accept ) A1A1 N3
[3 marks]
Examiners report
Consider the equation , where , , , .
The equation has three distinct real roots which can be written as , and .
The equation also has two imaginary roots, one of which is where .
The values , , and are consecutive terms in a geometric sequence.
Show that .
Show that one of the real roots is equal to 1.
Given that , find the other two real roots.
Markscheme
* This question is from an exam for a previous syllabus, and may contain minor differences in marking or structure.
recognition of the other root (A1)
M1A1
Note: Award M1 for sum of the roots, A1 for 3. Award A0M1A0 for just .
(M1)
A1
AG
[5 marks]
METHOD 1
let the geometric series be , ,
M1
A1
hence one of the roots is R1
METHOD 2
M1
A1
hence one of the roots is R1
[3 marks]
METHOD 1
product of the roots is (M1)(A1)
A1
sum of the roots is (M1)(A1)
A1
solving simultaneously (M1)
, A1A1
METHOD 2
product of the roots M1A1
A1
EITHER
, , can be written as , , M1
attempt to solve M1
A1A1
OR
, , can be written as , , M1
attempt to solve M1
A1A1
THEN
and are (A1)
roots are −2, 4 A1
[9 marks]
Examiners report
Let .
Let and , where .
The current, , in an AC circuit can be modelled by the equation where is the frequency and is the phase shift.
Two AC voltage sources of the same frequency are independently connected to the same circuit. If connected to the circuit alone they generate currents and . The maximum value and the phase shift of each current is shown in the following table.
When the two voltage sources are connected to the circuit at the same time, the total current can be expressed as .
Plot the position of on an Argand Diagram.
Express in the form , where , giving the exact value of and the exact value of .
Find in the form .
Hence find in the form , where and .
Find the maximum value of .
Find the phase shift of .
Markscheme
A1
[1 mark]
A1A1
Note: Accept an argument of . Do NOT accept answers that are not exact.
[2 marks]
(M1)
A1
[2 marks]
M1
(A1)
attempt extract real part using cis form (M1)
OR A1
[4 marks]
(M1)
(M1)
max A1
[3 marks]
phase shift A1
[1 mark]
Examiners report
This question produced the weakest set of responses on the paper. There seemed a general lack of confidence when tackling a problem involving complex numbers. Whilst most candidates could represent a complex number on the complex plane, far fewer had the ability to move between the different forms of complex numbers. This is clearly an area of the course that needs more attention when being taught. Part (c) is challenging but it should be noted that a candidate who has answered parts (a) and (b) with confidence should find this both straightforward, and also an example of a type of problem that is mentioned in the syllabus guidance.
This question produced the weakest set of responses on the paper. There seemed a general lack of confidence when tackling a problem involving complex numbers. Whilst most candidates could represent a complex number on the complex plane, far fewer had the ability to move between the different forms of complex numbers. This is clearly an area of the course that needs more attention when being taught. Part (c) is challenging but it should be noted that a candidate who has answered parts (a) and (b) with confidence should find this both straightforward, and also an example of a type of problem that is mentioned in the syllabus guidance.
This question produced the weakest set of responses on the paper. There seemed a general lack of confidence when tackling a problem involving complex numbers. Whilst most candidates could represent a complex number on the complex plane, far fewer had the ability to move between the different forms of complex numbers. This is clearly an area of the course that needs more attention when being taught. Part (c) is challenging but it should be noted that a candidate who has answered parts (a) and (b) with confidence should find this both straightforward, and also an example of a type of problem that is mentioned in the syllabus guidance.
This question produced the weakest set of responses on the paper. There seemed a general lack of confidence when tackling a problem involving complex numbers. Whilst most candidates could represent a complex number on the complex plane, far fewer had the ability to move between the different forms of complex numbers. This is clearly an area of the course that needs more attention when being taught. Part (c) is challenging but it should be noted that a candidate who has answered parts (a) and (b) with confidence should find this both straightforward, and also an example of a type of problem that is mentioned in the syllabus guidance.
This question produced the weakest set of responses on the paper. There seemed a general lack of confidence when tackling a problem involving complex numbers. Whilst most candidates could represent a complex number on the complex plane, far fewer had the ability to move between the different forms of complex numbers. This is clearly an area of the course that needs more attention when being taught. Part (c) is challenging but it should be noted that a candidate who has answered parts (a) and (b) with confidence should find this both straightforward, and also an example of a type of problem that is mentioned in the syllabus guidance.
This question produced the weakest set of responses on the paper. There seemed a general lack of confidence when tackling a problem involving complex numbers. Whilst most candidates could represent a complex number on the complex plane, far fewer had the ability to move between the different forms of complex numbers. This is clearly an area of the course that needs more attention when being taught. Part (c) is challenging but it should be noted that a candidate who has answered parts (a) and (b) with confidence should find this both straightforward, and also an example of a type of problem that is mentioned in the syllabus guidance.
On the day of her birth, 1st January 1998, Mary’s grandparents invested in a savings account. They continued to deposit on the first day of each month thereafter.
The account paid a fixed rate of 0.4% interest per month. The interest was calculated on the last day of each month and added to the account.
Let be the amount in Mary’s account on the last day of the month, immediately after the interest had been added.
Find an expression for and show that .
(i) Write down a similar expression for and .
(ii) Hence show that the amount in Mary’s account the day before she turned 10 years old is given by .
Write down an expression for in terms of on the day before Mary turned 18 years old showing clearly the value of .
Mary’s grandparents wished for the amount in her account to be at least the day before she was 18. Determine the minimum value of the monthly deposit required to achieve this. Give your answer correct to the nearest dollar.
As soon as Mary was 18 she decided to invest of this money in an account of the same type earning 0.4% interest per month. She withdraws every year on her birthday to buy herself a present. Determine how long it will take until there is no money in the account.
Markscheme
* This question is from an exam for a previous syllabus, and may contain minor differences in marking or structure.
A1
A1
AG
Note: Accept an argument in words for example, first deposit has been in for two months and second deposit has been in for one month.
[2 marks]
(i) (M1)A1
A1
(ii) (A1)
M1A1
AG
[6 marks]
A1
[1 mark]
(A1)(M1)(A1)
Note: Award (A1) for , (M1) for attempting to solve and (A1) for .
A1
Note: Accept . Accept .
[4 marks]
(M1)
(A1)(M1)(A1)
Note: Award (A1) for the equation (with their value of ), (M1) for attempting to solve for and (A1) for
A1
Note: Accept .
[5 marks]
Examiners report
Let A .
Let A2 + A + I = O where , and O = .
Find the values of for which the matrix (A − I) is singular.
Find the value of and of .
Hence show that I = A (6I – A).
Use the result from part (b) (ii) to explain why A is non-singular.
Use the values from part (b) (i) to express A4 in the form A+ I where , .
Markscheme
A − I = A1
If A − I is singular then det (A − I) = 0 (R1)
det (A − I) (A1)
Attempting to solve or equivalent for M1
= 1, 5 A1 N2
Note: Candidates need both values of for the final A1.
[5 marks]
A1
(A1)
Forming any two independent equations M1
(eg , or equivalent)
Note: Accept equations in matrix form.
Solving these two equations (M1)
and A1 N2
[5 marks]
A2 − 6A + 5I = O (M1)
5I = 6A − A2 A1
= A(6I − A) A1A1
Note: Award A1 for A and A1 for (6I − A).
I = A(6I − A) AG N0
Special Case: Award M1A0A0A0 only for candidates following alternative methods.
[5 marks]
METHOD 1
I = A(6I − A) = A × (6I − A) M1
Hence by definition (6I − A) is the inverse of A. R1
Hence A−1 exists and so A is non-singular R1 N0
METHOD 2
As det I = 1 (≠ 0), then R1
det A(6I − A) = det A × det (6I − A) (≠ 0) M1
⇒ det A ≠ 0 and so A is non-singular. R1 N0
[3 marks]
METHOD 1
A2 = 6A − 5I (A1)
A4 = (6A − 5I)2 M1
= 36A2 − 60AI + 25I2 A1
= 36(6A − 5I) − 60A + 25I M1
= 156A − 155I ( = 156, = −155) A1 N0
METHOD 2
A2 = 6A − 5I (A1)
A3 = 6A2 − 5A where A2 = 6A − 5I M1
= 31A − 30I A1
A4 = 31A2 − 30A where A2 = 6A − 5I M1
= 156A − 155I ( = 156, = −155) A1 N0
Note: Do not accept methods that evaluate A4 directly from A.
[5 marks]
Examiners report
The 3rd term of an arithmetic sequence is 1407 and the 10th term is 1183.
Find the first term and the common difference of the sequence.
Calculate the number of positive terms in the sequence.
Markscheme
* This question is from an exam for a previous syllabus, and may contain minor differences in marking or structure.
u1 + 2d = 1407, u1 + 9d = 1183 (M1)(A1)
u1 = 1471, d = −32 A1A1
[4 marks]
1471 + (n − 1)(−32) > 0 (M1)
⇒ n <
n < 46.96… (A1)
so 46 positive terms A1
[3 marks]
Examiners report
Let A = .
Let B = .
Find A−1.
Find A2.
Given that 2A + B = , find the value of and of .
Hence find A−1B.
Let X be a 2 × 2 matrix such that AX = B. Find X.
Markscheme
* This question is from an exam for a previous syllabus, and may contain minor differences in marking or structure.
A−1 = A2 N2
[2 marks]
A2 = A2 N2
[2 marks]
(M1)
= 2, = 3 A1A1 N3
Evidence of attempt to multiply (M1)
eg A−1B =
A−1B = A1 N2
[2 marks]
Evidence of correct approach (M1)
eg X = A−1B, setting up a system of equations
X = A1 N2
[2 marks]
Examiners report
In this question, give all answers to two decimal places.
Bryan decides to purchase a new car with a price of €14 000, but cannot afford the full amount. The car dealership offers two options to finance a loan.
Finance option A:
A 6 year loan at a nominal annual interest rate of 14 % compounded quarterly. No deposit required and repayments are made each quarter.
Finance option B:
A 6 year loan at a nominal annual interest rate of % compounded monthly. Terms of the loan require a 10 % deposit and monthly repayments of €250.
Find the repayment made each quarter.
Find the total amount paid for the car.
Find the interest paid on the loan.
Find the amount to be borrowed for this option.
Find the annual interest rate, .
State which option Bryan should choose. Justify your answer.
Bryan chooses option B. The car dealership invests the money Bryan pays as soon as they receive it.
If they invest it in an account paying 0.4 % interest per month and inflation is 0.1 % per month, calculate the real amount of money the car dealership has received by the end of the 6 year period.
Markscheme
N = 24
I % = 14
PV = −14000
FV = 0
P/Y = 4
C/Y = 4 (M1)(A1)
Note: Award M1 for an attempt to use a financial app in their technology, award A1 for all entries correct. Accept PV = 14000.
(€)871.82 A1
[3 marks]
4 × 6 × 871.82 (M1)
(€) 20923.68 A1
[2 marks]
20923.68 − 14000 (M1)
(€) 6923.68 A1
[2 marks]
0.9 × 14000 (= 14000 − 0.10 × 14000) M1
(€) 12600.00 A1
[2 marks]
N = 72
PV = 12600
PMT = −250
FV = 0
P/Y = 12
C/Y = 12 (M1)(A1)
Note: Award M1 for an attempt to use a financial app in their technology, award A1 for all entries correct. Accept PV = −12600 provided PMT = 250.
12.56(%) A1
[3 marks]
EITHER
Bryan should choose Option A A1
no deposit is required R1
Note: Award R1 for stating that no deposit is required. Award A1 for the correct choice from that fact. Do not award R0A1.
OR
Bryan should choose Option B A1
cost of Option A (6923.69) > cost of Option B (72 × 250 − 12600 = 5400) R1
Note: Award R1 for a correct comparison of costs. Award A1 for the correct choice from that comparison. Do not award R0A1.
[2 marks]
real interest rate is 0.4 − 0.1 = 0.3% (M1)
value of other payments 250 + 250 × 1.003 + … + 250 × 1.00371
use of sum of geometric sequence formula or financial app on a GDC (M1)
= 20 058.43
value of deposit at the end of 6 years
1400 × (1.003)72 = 1736.98 (A1)
Total value is (€) 21 795.41 A1
Note: Both M marks can awarded for a correct use of the GDC’s financial app:
N = 72 (6 × 12)
I % = 3.6 (0.3 × 12)
PV = 0
PMT = −250
FV =
P/Y = 12
C/Y = 12
OR
N = 72 (6 × 12)
I % = 0.3
PV = 0
PMT = −250
FV =
P/Y = 1
C/Y = 1
[4 marks]
Examiners report
Matrices A, B and C are defined by
A = B = C = .
Let X be an unknown 2 × 2 matrix satisfying the equation
AX + B = C.
This equation may be solved for X by rewriting it in the form
X = A−1 D.
where D is a 2 × 2 matrix.
Write down A−1.
Find D.
Find X.
Markscheme
* This question is from an exam for a previous syllabus, and may contain minor differences in marking or structure.
A−1 = or or (A1)(A1)(N2)
[2 marks]
AX = C − B (may be implied) (A1)
X = A−1 (C−B) (A1)
D = C − B
(A1) (N3)
[3 marks]
X = (A2) (N2)
[2 marks]
Examiners report
Let be the sum of the first terms of the arithmetic series 2 + 4 + 6 + ….
Let M = .
It may now be assumed that M = , for ≥ 4. The sum T is defined by
T = M1 + M2 + M3 + ... + M.
Find 4.
Find 100.
Find M2.
Show that M3 = .
Write down M4.
Find T4.
Using your results from part (a) (ii), find T100.
Markscheme
* This question is from an exam for a previous syllabus, and may contain minor differences in marking or structure.
4 = 20 A1 N1
[1 mark]
1 = 2, = 2 (A1)
Attempting to use formula for M1
100 = 10100 A1 N2
[3 marks]
M2 = A2 N2
[2 marks]
For writing M3 as M2 × M or M × M2 M1
M3 = A2
M3 = AG N0
[3 marks]
M4 = A1 N1
[1 mark]
T4 = (M1)
= A1A1 N3
[3 marks]
T100 = (M1)
A1A1 N3
[3 marks]
Examiners report
Let M = .
Write down the determinant of M.
Write down M−1.
Hence solve M.
Markscheme
* This question is from an exam for a previous syllabus, and may contain minor differences in marking or structure.
det M = −4 A1 N1
[1 mark]
M−1 = A1A1 N2
Note: Award A1 for and A1 for the correct matrix.
[2 marks]
X = M−1 M1
X = (, ) A1A1 N0
Note: Award no marks for an algebraic solution of the system , .
[3 marks]
Examiners report
Let A = and B = . Giving your answers in terms of , , , and ,
write down A + B.
find AB.
Markscheme
* This question is from an exam for a previous syllabus, and may contain minor differences in marking or structure.
A + B =
A2
[2 marks]
AB = A1A1A1A1
Note: Award N2 for finding BA = .
[4 marks]
Examiners report
Let , , and let .
Show the points represented by and on the following Argand diagram.
Markscheme
* This question is from an exam for a previous syllabus, and may contain minor differences in marking or structure.
A1
Note: Award A1 for in first quadrant and its reflection in the -axis.
[1 mark]
Examiners report
Consider a geometric sequence with a first term of 4 and a fourth term of −2.916.
Find the common ratio of this sequence.
Find the sum to infinity of this sequence.
Markscheme
* This question is from an exam for a previous syllabus, and may contain minor differences in marking or structure.
(A1)
solving, (M1)A1
[3 marks]
(M1)
A1
[2 marks]
Examiners report
Let , where .
Find in terms of .
If is equal to , find the value of .
Using this value of , find and hence solve the system of equations:
Markscheme
* This question is from an exam for a previous syllabus, and may contain minor differences in marking or structure.
(A1)(A1)(A1)(A1)
[4 marks]
* This question is from an exam for a previous syllabus, and may contain minor differences in marking or structure.
(A1)
Substituting: (A1)
Note: Candidates may solve to give , and then show that only satisfies .
[2 marks]
* This question is from an exam for a previous syllabus, and may contain minor differences in marking or structure.
(M1)
or (A1)
(M1)(M1)
(A1)
(A1)
ie
Note: The solution must use matrices. Award no marks for solutions using other methods.
[6 marks]
Examiners report
Let .
The matrix A is defined by A = .
Deduce that
Show that .
Hence find the value of .
A3 = –I.
A–1 = I – A.
Markscheme
METHOD 1
as is a root of then M1R1
AG
Note: Award M1 for the use of in any way.
Award R1 for a correct reasoned approach.
METHOD 2
M1
A1
[2 marks]
METHOD 1
(M1)
A1
(M1)
A1
METHOD 2
M1A1
Note: Award M1 for attempt at binomial expansion.
use of any previous result e.g. M1
A1
Note: As the question uses the word ‘hence’, other methods that do not use previous results are awarded no marks.
[4 marks]
A2 = A – I
⇒ A3 = A2 – A M1A1
= A – I – A A1
= –I AG
Note: Allow other valid methods.
[3 marks]
I = A – A2
A–1 = A–1A – A–1A2 M1A1
⇒ A–1 = I – A AG
Note: Allow other valid methods.
[2 marks]
Examiners report
Long term experience shows that if it is sunny on a particular day in Vokram, then the probability that it will be sunny the following day is . If it is not sunny, then the probability that it will be sunny the following day is .
The transition matrix is used to model this information, where .
The matrix can be written as a product of three matrices, , where is a diagonal matrix.
It is sunny today. Find the probability that it will be sunny in three days’ time.
Find the eigenvalues and eigenvectors of .
Write down the matrix .
Write down the matrix .
Hence find the long-term percentage of sunny days in Vokram.
Markscheme
finding OR use of tree diagram (M1)
the probability of sunny in three days’ time is A1
[2 marks]
attempt to find eigenvalues (M1)
Note: Any indication that has been used is sufficient for the (M1).
A1
attempt to find either eigenvector (M1)
so an eigenvector is A1
so an eigenvector is A1
Note: Accept multiples of the stated eigenvectors.
[5 marks]
OR A1
Note: Examiners should be aware that different, correct, matrices may be seen.
[1 mark]
OR A1
Note: and must be consistent with each other.
[1 mark]
(M1)
OR (A1)
Note: Award A1 only if their corresponds to their
(M1)
A1
[4 marks]
Examiners report
The matrix M is given by M .
Given that M3 can be written as a quadratic expression in M in the form aM2 + bM + cI , determine the values of the constants a, b and c.
Show that M4 = 19M2 + 40M + 30I.
Using mathematical induction, prove that Mn can be written as a quadratic expression in M for all positive integers n ≥ 3.
Find a quadratic expression in M for the inverse matrix M–1.
Markscheme
* This question is from an exam for a previous syllabus, and may contain minor differences in marking or structure.
METHOD 1
M2 ; M3 (A1)(A1)
let (M1)
then, for example
11a + b + c = 53
10a + 2b = 50 M1A1
6a + 2b = 38
the solution is a = 3, b =10, c =10 (M1)A1
(M3 = 3M2 +10M +10I)
METHOD 2
det(M − I) = 0 (M1)
M1A1
M1A1
applying the Cayley – Hamilton theorem (M1)
M3 = 3M2 +10M +10I and so a = 3, b =10, c =10 A1
[7 marks]
M4 = 3M3 + 10M2 + 10M M1
= 3(3M2 + 10M + 10I) + 10M2 + 10M M1
=19M2 + 40M +30I AG
[2 marks]
the statement is true for n = 3 as shown in part (a) A1
assume true for n = k, ie Mk = pM2 + qM + rI M1
Note: Subsequent marks after this M1 are independent and can be awarded.
Mk+1 = pM3 + qM2 + rM M1
= p(3M2 +10M +10I) + qM2 + rM M1
= (3p +q)M2 + (10p + r)M + 10pI A1
hence true for n = k ⇒ true for n = k +1 and since true for n = 3, the statement is proved by induction R1
Note: Award R1 provided at least four of the previous marks are gained.
[6 marks]
M2 = 3M + 10I + 10M–1 M1
M–1 = (M2 − 3M − 10I) A1
[2 marks]
Examiners report
Write down the inverse of the matrix A = .
Hence or otherwise solve
Markscheme
* This question is from an exam for a previous syllabus, and may contain minor differences in marking or structure.
A−1 = A2 N2
[2 marks]
For recognizing that the equations may be written as A (M1)
For attempting to calculate (M1)
= 4, = 1, = −6 A2 N4
[4 marks]
Examiners report
Let A = and B = .
Given that X = B – A–1 and Y = B–1 – A,
You are told that , for .
Given that , for ,
find X and Y.
does X–1 + Y–1 have an inverse? Justify your conclusion.
find and in terms of .
and hence find an expression for .
Markscheme
X = B – A–1 = A1
Y = B–1 – A = A1
[2 marks]
X–1 + Y–1 = (A1)
X–1 + Y–1 has no inverse A1
as det(X–1 + Y–1) = 0 R1
[3 marks]
M1
A1
solve simultaneous equations to obtain
and M1
and A1A1N2
[5 marks]
A1
[1 mark]
Examiners report
An environmental scientist is asked by a river authority to model the effect of a leak from a power plant on the mercury levels in a local river. The variable measures the concentration of mercury in micrograms per litre.
The situation is modelled using the second order differential equation
where is the time measured in days since the leak started. It is known that when and .
If the mercury levels are greater than micrograms per litre, fishing in the river is considered unsafe and is stopped.
The river authority decides to stop people from fishing in the river for longer than the time found from the model.
Show that the system of coupled first order equations:
can be written as the given second order differential equation.
Find the eigenvalues of the system of coupled first order equations given in part (a).
Hence find the exact solution of the second order differential equation.
Sketch the graph of against , labelling the maximum point of the graph with its coordinates.
Use the model to calculate the total amount of time when fishing should be stopped.
Write down one reason, with reference to the context, to support this decision.
Markscheme
differentiating first equation. M1
substituting in for M1
therefore AG
Note: The AG line must be seen to award the final M1 mark.
[2 marks]
the relevant matrix is (M1)
Note: is also possible.
(this has characteristic equation) (A1)
A1
[3 marks]
EITHER
the general solution is M1
Note: Must have constants, but condone sign error for the M1.
so M1A1
OR
attempt to find eigenvectors (M1)
respective eigenvectors are and (or any multiple)
(M1)A1
THEN
the initial conditions become:
M1
this is solved by
so the solution is A1
[5 marks]
A1A1
Note: Award A1 for correct shape (needs to go through origin, have asymptote at and a single maximum; condone ). Award A1 for correct coordinates of maximum.
[2 marks]
intersecting graph with (M1)
so the time fishing is stopped between and (A1)
days A1
[3 marks]
Any reasonable answer. For example:
There are greater downsides to allowing fishing when the levels may be dangerous than preventing fishing when the levels are safe.
The concentration of mercury may not be uniform across the river due to natural variation / randomness.
The situation at the power plant might get worse.
Mercury levels are low in water but still may be high in fish. R1
Note: Award R1 for a reasonable answer that refers to this specific context (and not a generic response that could apply to any model).
[1 mark]
Examiners report
Many candidates did not get this far, but the attempts at the question that were seen were generally good. The greater difficulties were seen in parts (e) and (f), but this could be a problem with time running out.
The matrices A, B, X are given by
A = , B = , X = , , , , .
Given that AX + X = Β, find the exact values of , , and .
Markscheme
* This question is from an exam for a previous syllabus, and may contain minor differences in marking or structure.
X + X =
X = (M1)
Pre-multiply by inverse of (M1)
X = (A1)(A1)
Note: Award (A1) for determinant, (A1) for matrix .
(A1)(A1)(A1)(A1)
OR
(A1)
(A1)
(A1)
(A1)
Notes: Award (A1) for each pair of equations.
Allow ft from their equations.
(A1)(A1)(A1)(A1)
Note: Award (A0)(A0)(A1)(A1) if the final answers are given as decimals ie 0.848, 1.79, 0.606, 0.848.
[8 marks]
Examiners report
Let M2 = M where M = .
Show that .
Find an expression for in terms of .
Hence show that M is a singular matrix.
If all of the elements of M are positive, find the range of possible values for .
Show that (I − M)2 = I − M where I is the identity matrix.
Markscheme
Attempting to find M2 M1
M2 = A1
or A1
Hence (as or ) AG N0
[3 marks]
M1
A1 N1
[2 marks]
METHOD 1
Using det M = M1
det M = or det M =
(or equivalent) A1
using or to simplify their expression R1
Hence M is a singular matrix AG N0
METHOD 2
Using and to obtain M1A1
det M = and as R1
Hence M is a singular matrix AG N0
[3 marks]
(M1)
0 < < 1 A1A1 N3
Note: Award A1 for correct endpoints and A1 for correct inequality signs.
[3 marks]
METHOD 1
Attempting to expand (I − M)2 M1
(I − M)2 = I − 2M + M2 A1
= I − 2M + M A1
= I − M AG N0
METHOD 2
Attempting to expand (I − M)2 = (or equivalent) M1
(I − M)2 =
(or equivalent) A1
Use of and to show desired result. M1
Hence (I − M)2 = AG N0
[3 marks]
Examiners report
It is known that the number of fish in a given lake will decrease by 7% each year unless some new fish are added. At the end of each year, 250 new fish are added to the lake.
At the start of 2018, there are 2500 fish in the lake.
Show that there will be approximately 2645 fish in the lake at the start of 2020.
Find the approximate number of fish in the lake at the start of 2042.
Markscheme
* This question is from an exam for a previous syllabus, and may contain minor differences in marking or structure.
EITHER
2019: 2500 × 0.93 + 250 = 2575 (M1)A1
2020: 2575 × 0.93 + 250 M1
OR
2020: 2500 × 0.932 + 250(0.93 + 1) M1M1A1
Note: Award M1 for starting with 2500, M1 for multiplying by 0.93 and adding 250 twice. A1 for correct expression. Can be shown in recursive form.
THEN
(= 2644.75) = 2645 AG
[3 marks]
2020: 2500 × 0.932 + 250(0.93 + 1)
2042: 2500 × 0.9324 + 250(0.9323 + 0.9322 + … + 1) (M1)(A1)
(M1)(A1)
=3384 A1
Note: If recursive formula used, award M1 for un = 0.93 un−1 and u0 or u1 seen (can be awarded if seen in part (a)). Then award M1A1 for attempt to find u24 or u25 respectively (different term if other than 2500 used) (M1A0 if incorrect term is being found) and A2 for correct answer.
Note: Accept all answers that round to 3380.
[5 marks]
Examiners report
Consider the following system of coupled differential equations.
Find the value of
Find the eigenvalues and corresponding eigenvectors of the matrix .
Hence, write down the general solution of the system.
Determine, with justification, whether the equilibrium point is stable or unstable.
(i) at .
(ii) at .
Sketch a phase portrait for the general solution to the system of coupled differential equations for , .
Markscheme
(M1)
(A1)
OR A1
(M1)
Note: This M1 can be awarded for attempting to find either eigenvector.
possible eigenvector is (or any real multiple) A1
possible eigenvector is (or any real multiple) A1
[6 marks]
(M1)A1
Note: Award M1A1 for , M1A0 if LHS is missing or incorrect.
[2 marks]
two (distinct) real negative eigenvalues R1
(or equivalent (eg both as ))
⇒ stable equilibrium point A1
Note: Do not award R0A1.
[2 marks]
(M1)
(i) A1
(ii) A1
[3 marks]
A1A1A1A1
Note: Award A1 for a phase plane, with correct axes (condone omission of labels) and at least three non-overlapping trajectories. Award A1 for all trajectories leading to a stable node at . Award A1 for showing gradient is negative at and . Award A1 for both eigenvectors on diagram.
[4 marks]
Examiners report
In a small village there are two doctors’ clinics, one owned by Doctor Black and the other owned by Doctor Green. It was noted after each year that of Doctor Black’s patients moved to Doctor Green’s clinic and of Doctor Green’s patients moved to Doctor Black’s clinic. All additional losses and gains of patients by the clinics may be ignored.
At the start of a particular year, it was noted that Doctor Black had patients on their register, compared to Doctor Green’s patients.
Write down a transition matrix indicating the annual population movement between clinics.
Find a prediction for the ratio of the number of patients Doctor Black will have, compared to Doctor Green, after two years.
Find a matrix , with integer elements, such that , where is a diagonal matrix.
Hence, show that the long-term transition matrix is given by .
Hence, or otherwise, determine the expected ratio of the number of patients Doctor Black would have compared to Doctor Green in the long term.
Markscheme
M1A1
Note: Award M1A1 for .
Award the A1 for a transposed if used correctly in part (b) i.e. preceded by matrix rather than followed by a matrix.
[2 marks]
(M1)
so ratio is A1
[2 marks]
to solve
(M1)
OR (A1)
attempt to find eigenvectors for at least one eigenvalue (M1)
when (or any real multiple) (A1)
when (or any real multiple) (A1)
therefore (accept integer valued multiples of their eigenvectors and columns in either order) A1
[6 marks]
(A1)
Note: This mark is independent, and may be seen anywhere in part (d).
(A1)
(M1)A1
Note: Award (M1)A0 for finding correctly.
as R1
so A1
AG
Note: The AG line must be seen for the final A1 to be awarded.
[6 marks]
METHOD ONE
(M1)
so ratio is A1
METHOD TWO
long term ratio is the eigenvector associated with the largest eigenvalue (M1)
A1
[2 marks]
Examiners report
Boxes of mixed fruit are on sale at a local supermarket.
Box A contains 2 bananas, 3 kiwifruit and 4 melons, and costs $6.58.
Box B contains 5 bananas, 2 kiwifruit and 8 melons and costs $12.32.
Box C contains 5 bananas and 4 kiwifruit and costs $3.00.
Find the cost of each type of fruit.
Markscheme
* This question is from an exam for a previous syllabus, and may contain minor differences in marking or structure.
let be the cost of one banana, the cost of one kiwifruit, and the cost of one melon
attempt to set up three linear equations (M1)
(A1)
attempt to solve three simultaneous equations (M1)
banana costs ($)0.36, kiwifruit costs ($)0.30, melon costs ($)1.24 A1
[4 marks]