Back to homeMathematics · High School Year 3 · Physics-Math · Change subject
Start for free
Prep 3 Tech · Mathematics
Systems of linear equations · Systems

Systems with parameters

Before you start, make sure you know: Factoring polynomials (High School Year 2 (semesters 3 and 4))
Before you start, make sure you know: Gaussian elimination (High School Year 2 (semesters 3 and 4))

A streaming platform launches a monthly promotion represented by a number $k$. The revenue it reports depends on how many users are on each plan, and that breakdown is found by solving a system that contains $k$. The question: are there values of $k$ for which we can no longer tell how many users there are of each type, or even for which the data are impossible? That is what it means to analyze a system with a parameter: to say, depending on the value of the parameter, how many solutions it has.

The analysis plan

For a square system (as many equations as unknowns), the determinant tells you where to look for the "special" values of the parameter.

Analysis outline: if the determinant is not zero there is a unique solution; if it is zero, the ranks are studied separately. det A(k) ≠ 0 unique solution for that k det A(k) = 0 study rank(A) and rank(A*) separately
Practice★☆☆Not started
On a streaming platform, the price of three types of subscriptions (Basic, Standard and Premium) varies according to a monthly promotion represented by the parameter…

On a streaming platform, the price of three types of subscriptions (Basic, Standard and Premium) varies according to a monthly promotion represented by the parameter $k$. The system of equations relating the number of users of each type to total revenue is:

$$\begin{cases} x + y + z = 10 \\ x + ky + z = 12 \\ x + y + kz = 14 \end{cases}$$

Discuss the consistency of the system according to the values of the real parameter $k$.

x + y + z = 10 x + ky + z = 12 x + y + kz = 14 k k X Y Z Solution
Solve
Practice★★☆Not started
Given the system of equations: $\begin{cases} x + 2y + z = 3 \\ ax + y - z = 1 \\ 2x + y + az = 2 \end{cases}$ a) Determine for which values of $a$ the system is…

Given the system of equations:

$\begin{cases} x + 2y + z = 3 \\ ax + y - z = 1 \\ 2x + y + az = 2 \end{cases}$

  1. a) Determine for which values of $a$ the system is consistent with a unique solution.
  2. b) Is there any value of $a$ for which the system represents three planes intersecting along the same line? Justify your answer using the concept of rank.
Solve
Practice★★☆Not started
Let $A$ be the coefficient matrix and $B$ be the matrix of constant terms:…

Let $A$ be the coefficient matrix and $B$ be the matrix of constant terms:

$A = \begin{pmatrix} 1 & 1 & 1 \\ 0 & a & 1 \\ 1 & 1 & a \end{pmatrix}, \quad B = \begin{pmatrix} 2 \\ 1 \\ 1 \end{pmatrix}$

  1. a) For which values of $a$ does the inverse matrix $A^{-1}$ not exist?
  2. b) For the values found in the previous part, discuss the system $A \times X = B$.
  3. c) Solve the system for $a = 2$ using Cramer's rule.
Solve
Practice★★★Not started
Let the matrix $A$ and the vector $B$ be defined by:…

Let the matrix $A$ and the vector $B$ be defined by:

$A = \begin{pmatrix} 1 & 0 & -1 \\ 0 & m & 3 \\ 4 & 1 & -m \end{pmatrix}, \quad B = \begin{pmatrix} 1 \\ -1 \\ m \end{pmatrix}$

  1. Determine the values of $m$ for which the matrix $A$ is non-invertible.

  2. For the values of $m$ for which $A$ is invertible, solve the matrix equation $AX = B$ using Cramer's rule.

  3. For $m=3$, study whether the system $AX=B$ is consistent or inconsistent without calculating the inverse.

1 0 −1 0 m 3 4 1 -m A · x y z X = 1 −1 m B CONDITION FOR INVERTIBILITY ∄ A⁻¹ ⇔ |A| = 0 |A| = -m² + 4m - 3 CRAMER'S RULE xᵢ = |Aᵢ| |A| (Only if |A| ≠ 0)
Solve

Special values: infinitely many solutions or none

When $\det A=0$ for a specific value of the parameter, that value gives one of two situations, never both at once.

For a value with determinant zero: if the ranks are equal there are infinitely many solutions; if they differ, the system is inconsistent. special value (det A = 0) rank(A) = rank(A*) → infinitely many solutions rank(A) ≠ rank(A*) → inconsistent
Practice★☆☆Not started
Determine for which value of the parameter $a$ the following system of linear equations is inconsistent: $$\begin{cases} x + 2y = 3 \\ ax + 4y = 1 \end{cases}$$ Justify…

Determine for which value of the parameter $a$ the following system of linear equations is inconsistent:

$$\begin{cases} x + 2y = 3 \\ ax + 4y = 1 \end{cases}$$

Justify your answer by analysing the proportionality of the coefficients and the constant terms.

Solve
Practice★★☆Not started
Consider the following system of equations depending on the real parameter $k$: $\begin{cases} kx + y + z = 1 \\ x + ky + z = k \\ x + y + kz = k^2 \end{cases}$ a)…

Consider the following system of equations depending on the real parameter $k$:

$\begin{cases} kx + y + z = 1 \\ x + ky + z = k \\ x + y + kz = k^2 \end{cases}$

  1. a) Discuss the system according to the values of the parameter $k$.
  2. b) Solve the system in the case where it is consistent with infinitely many solutions.
Solve

Homogeneous systems with a parameter

A homogeneous system has only the trivial solution if the determinant is not zero and infinitely many solutions if it is zero. A·X = 0 homogeneous system det A ≠ 0 only (0, 0, 0) det A = 0 infinitely many solutions
Practice★☆☆Not started
Consider the following homogeneous system of equations, where $m$ is a real parameter: $$\begin{cases} mx + y + z = 0 \\ x - my + z = 0 \\ 2x + y + z = 0 \end{cases}$$…

Consider the following homogeneous system of equations, where $m$ is a real parameter:

$$\begin{cases} mx + y + z = 0 \\ x - my + z = 0 \\ 2x + y + z = 0 \end{cases}$$
  1. a) Calculate the determinant of the coefficient matrix $A$.
  2. b) For which values of $m$ does the system have solutions other than the trivial solution $(0, 0, 0)$?
Solve
Practice★★☆Not started
Study the consistency of the following homogeneous system depending on the parameter $a$:…

Study the consistency of the following homogeneous system depending on the parameter $a$:

$\begin{cases} x + y + az = 0 \\ ax + y + z = 0 \\ 2x + ay + 2z = 0 \end{cases}$

Calculate all its solutions for the value of $a$ that makes it consistent with infinitely many solutions.

Solve

Solving the case of infinitely many solutions

When the system has infinitely many solutions, the general solution is written with $n-\operatorname{rank}(A)$ free parameters. Sometimes you are also asked for a particular solution that meets an extra condition, for example that the components add up to a given value.

Steps to get a particular solution from the general solution and an extra condition. general solution: (x(λ), y(λ), λ) extra condition → equation in λ → value of λ substitute λ and get the particular triple
Practice★★★Not started
Given the homogeneous system: $\begin{cases} ax + y + 3z = 0 \\ x + ay + 2z = 0 \\ x + y + az = 0 \end{cases}$ 1. Determine the values of $a$ for which the system admits…

Given the homogeneous system:

$\begin{cases} ax + y + 3z = 0 \\ x + ay + 2z = 0 \\ x + y + az = 0 \end{cases}$

  1. Determine the values of $a$ for which the system admits non-trivial solutions.

  2. For the largest value of $a$ found in the previous part, obtain the general solution and find a particular solution such that the sum of its components is $10$.

  3. If $a=0$, describe the solution set geometrically.

Solve
Practice★★★Not started
Consider the following system of linear equations depending on the real parameter $k$: $\begin{cases} kx + y + z = k^2 \\ x + ky + z = k \\ x + y + kz = 1 \end{cases}$…

Consider the following system of linear equations depending on the real parameter $k$:

$\begin{cases} kx + y + z = k^2 \\ x + ky + z = k \\ x + y + kz = 1 \end{cases}$

You are required to:

  1. Discuss the system according to the different values of the parameter $k$.

  2. Solve the system in the cases where it is consistent with infinitely many solutions, expressing the solution in parametric form.

  3. If the system is consistent with a unique solution, is there any value of $k$ for which the solution is $(x, y, z) = (1, 1, 1)$? Justify your answer.

Solve

Non-square systems and known solutions

If the system has a different number of equations than unknowns, $\det A$ doesn't exist and you compare the rank of $A$ with the rank of $A^*$ directly.

The reverse path is also useful: if you are given a solution, substitute it into the equations to find the parameter. Then you analyze the system with that value.

Practice★☆☆Not started
Given the system of equations with parameter $a \in \mathbb{R}$: $$\begin{cases} x + ay + z = a \\ x + y + az = 1 \end{cases}$$ Explain with reasons why this system can…

Given the system of equations with parameter $a \in \mathbb{R}$:

$$\begin{cases} x + ay + z = a \\ x + y + az = 1 \end{cases}$$

Explain with reasons why this system can never be Consistent with a Unique Solution, regardless of the value that $a$ takes.

Solve
Practice★☆☆Not started
It is known that the triplet $(x, y, z) = (1, 2, -1)$ is a solution to the following system of equations depending on the parameter $b$: $$\begin{cases} bx + y + z = 3…

It is known that the triplet $(x, y, z) = (1, 2, -1)$ is a solution to the following system of equations depending on the parameter $b$:

$$\begin{cases} bx + y + z = 3 \\ x + by - z = 6 \\ x - y + bz = -3 \end{cases}$$
  1. a) Substitute the solution into the equations to find the value of $b$.
  2. b) With the obtained value of $b$, discuss whether the given solution is unique.
Solve
Practice★★☆Not started
Study the following system of linear equations depending on the parameters $a$ and $b$: $\begin{cases} x + ay + z = 1 \\ 2x + y + bz = a \end{cases}$ a) Explain why the…

Study the following system of linear equations depending on the parameters $a$ and $b$:

$\begin{cases} x + ay + z = 1 \\ 2x + y + bz = a \end{cases}$

  1. a) Explain why the system can never be consistent with a unique solution.
  2. b) If $a = 1$, what condition must $b$ satisfy for the system to be consistent with infinitely many solutions?
  3. c) Geometrically interpret what these two equations represent in space.
Solve

Geometric interpretation: position of three planes

Each equation with three unknowns is a plane. Analyzing the system amounts to saying how the planes intersect.

Ranks Result Position of the planes
$\operatorname{rank}(A)=\operatorname{rank}(A^*)=3$ unique solution they meet at a point
$\operatorname{rank}(A)=\operatorname{rank}(A^*)=2$ infinitely many, 1 parameter they meet along a line (or two coincide and intersect the third)
$\operatorname{rank}(A)=\operatorname{rank}(A^*)=1$ infinitely many, 2 parameters the three planes coincide
$\operatorname{rank}(A)<\operatorname{rank}(A^*)$ inconsistent there is no point common to all three
Practice★☆☆Not started
A video game designer is programming the collisions of three projectiles whose trajectories in space are defined by the following planes, where $\lambda$ is a power…

A video game designer is programming the collisions of three projectiles whose trajectories in space are defined by the following planes, where $\lambda$ is a power adjustment variable:

$$\pi_1: x + y + z = 2$$ $$\pi_2: 2x + 3y + z = 3$$ $$\pi_3: \lambda x + 10y + 4z = 11$$

Find the value of $\lambda$ such that the three projectiles meet at a single point in space (Consistent System with a Unique Solution).

π₁ π₂ π₃ P(x,y,z) Unique collision point
Solve
Practice★★☆Not started
Consider the three planes defined by the following equations: $\pi_1: x - y + z = 2$ $\pi_2: 2x + y - z = 1$ $\pi_3: x + 2y + kz = -1$ a) Find the value of $k$ so that…

Consider the three planes defined by the following equations:

$\pi_1: x - y + z = 2$

$\pi_2: 2x + y - z = 1$

$\pi_3: x + 2y + kz = -1$

  1. a) Find the value of $k$ so that the three planes have infinitely many points in common.
  2. b) For $k = -2$, determine the relative position of the three planes.
Solve
Practice★★★Not started
Three planes in space $\mathbb{R}^3$ are given by the following equations, where $a$ is a real parameter: $\pi_1: ax + y + z = 1$ $\pi_2: x + ay + z = a$…

Three planes in space $\mathbb{R}^3$ are given by the following equations, where $a$ is a real parameter:

$\pi_1: ax + y + z = 1$

$\pi_2: x + ay + z = a$

$\pi_3: x + y + az = a^2$

Analyse the relative position of the three planes depending on the values of $a$. In particular, determine for which values of $a$ the planes intersect along a single line and for which values the three planes have no point in common simultaneously.

X Y Z r₁ r₂ r₃ π₁ π₂ π₃
Solve

Back to the beginning: in the platform's system, $\det A=(k-1)^2$, so $k=1$ is the only value where the unique solution is lost. There you compare the ranks to find out whether the data are impossible or simply insufficient.

Summary

See all the exercises in this section