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BAC2 ss · Mathematics
Systems of linear equations · Systems

Homogeneous systems

A homogeneous system is one in which all the constant terms are zero: $A\cdot X=0$. It has a property that no other system guarantees from the start: it is always consistent. The question is never "does it have a solution?", but "does it have only the trivial one, or infinitely many?".

Before you start, make sure you know: Gaussian elimination (1st Bachillerato)
Before you start, make sure you know: Discussing systems with one parameter (1st Bachillerato)

They always have a solution

Diagram showing that the system A·X=0 always admits the zero trivial solution, and therefore the rank of A always equals the rank of the augmented matrix. A·X = 0X = (0, 0, …, 0)always a solutionrg(A) = rg(A*) always
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A group of Year 13 students is analysing different types of mathematical models. They encounter the following system of equations:…

A group of Year 13 students is analysing different types of mathematical models. They encounter the following system of equations:

$\begin{cases} 3x - 2y + z = 0 \\ x + 4y - 5z = 0 \\ 2x - y + 3z = 0 \end{cases}$

Give reasons to explain why this system is classified as a homogeneous system and check whether the triple $(x, y, z) = (0, 0, 0)$ is a solution to it. What is the technical name for this solution?

Solve

Only the trivial solution, or infinitely many: never a number in between

Bifurcation diagram of the Rouché–Frobenius theorem for homogeneous systems, depending on whether the rank is equal to or less than the number of unknowns. homogeneous system: A·X = 0rg(A) = nonly (0,0,…,0)rg(A) < ninfinitely many
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Determine whether the following homogeneous system of two equations in two unknowns has only the trivial solution or if, on the contrary, it has infinitely many…

Determine whether the following homogeneous system of two equations in two unknowns has only the trivial solution or if, on the contrary, it has infinitely many solutions:

$\begin{cases} 2x + 5y = 0 \\ 4x + 10y = 0 \end{cases}$

To do so, use the determinant of the coefficient matrix $A$.

Solve
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Solve the following homogeneous system expressing its solutions in terms of two parameters (parametric form):…

Solve the following homogeneous system expressing its solutions in terms of two parameters (parametric form):

$\begin{cases} x - 2y + z = 0 \\ 2x - 4y + 2z = 0 \end{cases}$

Solve

Geometric interpretation: planes through the origin

With three unknowns, each homogeneous equation is a plane that passes through the origin: that is why the origin is always a common point of all three, and the system can never be inconsistent.

Perspective drawing of three planes in space that intersect at the origin of coordinates (0, 0, 0). (0,0,0) three planes through the origin
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Geometrically, each equation of a system of three equations in three unknowns represents a plane in space. In the case of homogeneous systems, all the planes share a…

Geometrically, each equation of a system of three equations in three unknowns represents a plane in space. In the case of homogeneous systems, all the planes share a common characteristic regarding their position relative to the coordinate axes.

Observe the following graph representing three intersecting planes:

(0,0,0) X Y Z π₁ ≡ y=0 π₂ ≡ x=0 π₃ ≡ z=0

If the highlighted point is the origin of coordinates, is it possible for a homogeneous system to be inconsistent (have no solution)? Justify your answer based on the geometric interpretation.

Solve

Homogeneous systems with a parameter

To discuss a homogeneous system with a parameter, it is enough to study $|A|$: the values that make it zero give infinitely many solutions (and in that case you are also asked to find them in parametric form); all the other values give only the trivial solution.

Flow chart of the method for discussing a homogeneous system with a parameter, based on the roots of the determinant of the coefficient matrix. 1. Calculate |A(a)|2. a that makes |A| = 0 →indeterminate system:find the parametric solution3. a that does not make |A| = 0 →only the trivial solution
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An architectural firm designs a structure based on three support beams whose internal stresses, represented by the variables $x$, $y$ and $z$, must be in equilibrium.…

An architectural firm designs a structure based on three support beams whose internal stresses, represented by the variables $x$, $y$ and $z$, must be in equilibrium. The resulting mathematical model is the following homogeneous system:

$\begin{cases} x + y + z = 0 \\ 2x - y + 3z = 0 \\ 4x + y + 5z = 0 \end{cases}$

  1. a) Justify, without solving the system, why it always admits at least one solution.
  2. b) Calculate the rank of the coefficient matrix and determine whether the structure only has the "resting solution" (trivial) or if it allows other equilibrium configurations.
  3. c) If non-trivial solutions exist, find their general expression.
(0,0,0) Trivial solution Are there non-trivial solutions? (x, y, z) = ? x + y + z = 0 2x - y + 3z = 0 4x + y + 5z = 0 Matrix A: 1 1 1 2 −1 3 4 1 5 Rank(A) = ?
Solve
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Three technology companies, Alpha*, Beta* and Gamma*, exchange consultancy services monthly. The cost of the services is offset in such a way that the net cash flow at…

Three technology companies, Alpha, Beta and Gamma, exchange consultancy services monthly. The cost of the services is offset in such a way that the net cash flow at the end of the quarter is zero for the global system. The balance of outstanding payments is modelled using the following homogeneous system, where $x, y, z$ represent the monthly payments of each company:

$$ \begin{cases} 2x - ay + z = 0 \\ ax - 4y + (a-2)z = 0 \\ x + 2y - z = 0 \end{cases} $$

Determine the value of the parameter $a$ for which the companies can make non-zero payments without breaking the system's equilibrium. For this value, calculate the ratio of proportionality between the payments of the three companies.

Solve

More equations than unknowns

A homogeneous system can have more equations than unknowns (for example, 4 equations with 3 unknowns). It is still consistent because of the trivial solution, but for it to admit infinitely many solutions we still need $rg(A) Concept diagram showing the condition of rank less than 3 for 4 equations with 3 unknowns to admit infinitely many solutions. 4 homogeneous equations,3 unknownsrg(A) < 3 only if there are no3 independent rows

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In a chemistry laboratory, three components are mixed to stabilize a reagent. The relative proportions $x, y, z$ must satisfy the system:…

In a chemistry laboratory, three components are mixed to stabilize a reagent. The relative proportions $x, y, z$ must satisfy the system:

$\begin{cases} x + y - z = 0 \\ x + 3y + z = 0 \\ 3x + 10y + 4z = 0 \end{cases}$

Show that the system is underdetermined (consistent with infinitely many solutions) and find its solutions in terms of a parameter $\lambda$. If the laboratory requires that $z = 5$, what would be the value of the other two components?

Solve
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A traffic control system in a low-emission zone of a Spanish city analyses the flow of vehicles in three main streets. The number of cars entering and leaving a central…

A traffic control system in a low-emission zone of a Spanish city analyses the flow of vehicles in three main streets. The number of cars entering and leaving a central junction must satisfy the condition of zero net balance (entries = exits). The system is described by:

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

Analyse the consistency of this system of 4 equations in 3 unknowns depending on the parameter $a$. Is it possible for the system to be consistent dependent despite having more equations than unknowns? Justify your answer using the rank of the augmented matrix.

Σ = 0 x y z Control System ax + y + z = 0 x + ay + z = 0 x + y + az = 0 2x + 2y + 2z = 0 Parameter a ∈ ℝ
Solve

Summary

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