2×2 Linear Equations Matrix Solver
Enter the coefficients for your system of two linear equations:
Understanding the Equations Matrix Calculator
This calculator helps you solve a system of two linear equations with two variables (x and y) using matrix methods. A system of linear equations is a set of two or more linear equations involving the same variables. Finding the solution means finding the values for these variables that satisfy all equations simultaneously.
What is a System of Linear Equations?
A 2×2 system of linear equations typically looks like this:
a1x + b1y = c1
a2x + b2y = c2
Where:
xandyare the variables you want to solve for.a1,b1,a2,b2are the coefficients of the variables.c1andc2are the constant terms.
Each equation represents a straight line when plotted on a graph. The solution (x, y) is the point where these two lines intersect.
How Matrices Help Solve Equations
Systems of linear equations can be elegantly represented and solved using matrices. The system above can be written in matrix form as AX = B:
[[a1, b1]
[a2, b2]]
*
[[x]
[y]]
=
[[c1]
[c2]]
Here:
Ais the coefficient matrix: [[a1, b1], [a2, b2]]Xis the variable matrix: [[x], [y]]Bis the constant matrix: [[c1], [c2]]
To solve for X, we can use the inverse of matrix A (denoted A-1):
X = A-1B
For a 2×2 matrix A = [[a, b], [c, d]], its inverse A-1 is calculated as:
A-1 = (1 / det(A)) * [[d, -b], [-c, a]]
Where det(A) is the determinant of A, calculated as (ad - bc).
This calculator uses these principles (specifically, a method similar to Cramer's Rule, which is derived from matrix inversion) to find the values of x and y.
When is there no unique solution?
If the determinant of the coefficient matrix (a1b2 - b1a2) is zero, the system does not have a unique solution. This means the lines are either parallel (no solution) or coincident (infinitely many solutions).
Example Calculation
Let's use the default values in the calculator:
2x + 3y = 12
4x – 1y = 5
Here, a1=2, b1=3, c1=12 and a2=4, b2=-1, c2=5.
- Calculate the Determinant (det):
det = (a1 * b2) – (b1 * a2)
det = (2 * -1) – (3 * 4)
det = -2 – 12 = -14 - Calculate x:
x = ((b2 * c1) – (b1 * c2)) / det
x = ((-1 * 12) – (3 * 5)) / -14
x = (-12 – 15) / -14
x = -27 / -14 ≈ 1.928571 - Calculate y:
y = ((a1 * c2) – (a2 * c1)) / det
y = ((2 * 5) – (4 * 12)) / -14
y = (10 – 48) / -14
y = -38 / -14 ≈ 2.714286
So, the solution is approximately x = 1.928571 and y = 2.714286. You can verify these by plugging them back into the original equations.