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Lesson 29 — 2x2 and 3x3 Linear Systems
Substitution, row reduction, Cramer's rule. Existence and uniqueness of solutions.
Used in: 1.º ano do EM (15–16 anos) · Equiv. Algebra II japonês · Equiv. Klasse 10 alemã
Choose your door
Rigorous notation, full derivation, hypotheses
Methods and theory
Solution methods
- Substitution: isolate one variable and substitute into the other.
- Addition (elimination): combine equations to eliminate a variable.
- Cramer: ratio of determinants.
- Row reduction (Gauss): triangularize the matrix.
- Inverse matrix: .
Cramer 2x2
For with :
Cramer 3x3
3x3 determinant (Sarrus):
where has the -th column replaced by .
Classification by determinant
| Case | Determinant | 2x2 geometry | Solutions |
|---|---|---|---|
| Determinate | concurrent lines | unique | |
| Indeterminate | + consistent | coincident lines | infinitely many |
| Impossible | + inconsistent | distinct parallels | none |
Row reduction (Gauss)
Elementary operations:
- Swap two equations.
- Multiply an equation by a non-zero scalar.
- Add a multiple of one equation to another.
Goal: upper triangular. Then back-substitution.
Exercise list
35 exercises · 8 with worked solution (25%)
Application 20Modeling 12Challenge 2Proof 1
- Ex. 29.1ApplicationSolve . (Ans: .)
- Ex. 29.2ApplicationSolve . (Ans: .)
- Ex. 29.3ApplicationAnswer keySolve .
- Ex. 29.4ApplicationSolve . (Ans: .)
- Ex. 29.5ApplicationSolve by Cramer: .
- Ex. 29.6ApplicationSystem . How many solutions? (Ans: infinitely many, coincident lines.)
- Ex. 29.7ApplicationSystem . Solutions? (Ans: none.)
- Ex. 29.8Application3x3 system: .
- Ex. 29.9ApplicationDeterminant of . (Ans: 5.)
- Ex. 29.10ApplicationAnswer key3x3 determinant of . (Ans: 27.)
- Ex. 29.11ApplicationFor which does the system have a unique solution? (Ans: .)
- Ex. 29.12ApplicationFor which is the system in 29.11 inconsistent?
- Ex. 29.13ApplicationSolve .
- Ex. 29.14ApplicationAnswer keySystem with fractions: .
- Ex. 29.15ApplicationAnswer keyHow many liters of a 30% solution and how many of a 50% solution to obtain 10 L at 40%? (Ans: 5L of each.)
- Ex. 29.16ApplicationSum of 2 numbers is 25, difference is 7. Find them. (Ans: 16 and 9.)
- Ex. 29.17ApplicationSum of coins: $3. Some $0.25 coins and some $0.50 coins, 8 coins total. How many of each?
- Ex. 29.18ApplicationThe sum of 3 numbers is 30; the second is twice the first; the third equals the sum of the other 2. Find them.
- Ex. 29.19ApplicationSystem with 3 equations: .
- Ex. 29.20ApplicationVerify that the solution of is .
- Ex. 29.21ModelingMixture: 200g of coffee at $30/kg + g of coffee at $50/kg = mixture at $38/kg. Find .
- Ex. 29.22ModelingAnswer keyAge: father is the son's age today. In 20 years, he'll be only twice as old. Current ages? (Ans: father 40, son 10.)
- Ex. 29.23ModelingGeometry: rectangle perimeter 30, area 56. Sides? (Ans: 7 and 8.)
- Ex. 29.24ModelingAnswer keyBoat speed against current: km/h, with current: . Find. (Ans: .)
- Ex. 29.25ModelingAt a pizzeria, 3 pizzas + 2 sodas = $80. 2 pizzas + 4 sodas = $70. Price of each?
- Ex. 29.26ModelingAnswer keyTruss with 3 bars: forces obey , , . Solve.
- Ex. 29.27ModelingIn economics, 2 connected markets: , . Equilibrium: . System.
- Ex. 29.28ModelingIn circuits, Kirchhoff's law gives a linear system of currents. Solve 3 loops with , , V.
- Ex. 29.29ModelingIn ML linear regression with 2 features: . Normal system is 2x2.
- Ex. 29.30ModelingIn quant finance, portfolio with 2 assets. Constraints: (full investment), (target return). 2x2 system in .
- Ex. 29.31ModelingBalanced chemical reaction . System , . Find smallest positive integer solution. (Ans: .)
- Ex. 29.32ModelingCAPM with 2 assets: . Given with , find .
- Ex. 29.33ChallengeShow that the homogeneous system always has as a solution. A non-trivial solution exists iff .
- Ex. 29.34ProofAnswer keyProve Cramer's 2x2 rule from elimination.
- Ex. 29.35ChallengeFor which does the 3x3 system have (a) unique solution, (b) infinitely many solutions, (c) none?
Sources
- A First Course in Linear Algebra — Robert A. Beezer · 2022 · EN · GFDL · ch. SLE: linear systems and row reduction. Primary source.
- College Algebra — Jay Abramson et al. (OpenStax) · 2022, 2nd ed · EN · CC-BY · §9.1-9.3.
- Linear Algebra Done Right — Sheldon Axler · 2024, 4th ed · EN · CC-BY-NC · ch. 3: systems and matrices.
- Álgebra linear — Wikibooks · alive · PT-BR · CC-BY-SA.