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Over an infinite field, a finite linear system has no solution, exactly one solution, or infinitely many solutions according to its pivots
Statement
Let be an infinite field. A finite system over has no solutions when its augmented column contains a pivot, exactly one solution when it is consistent and every variable column contains a pivot, and infinitely many solutions when it is consistent and has a nonpivot variable. Consistency is not implied by the pivot condition on the variable columns: over any field the system with matrix and right-hand side has a pivot in its single variable column and also a pivot in its augmented column, and has no solution.
Facts & Assumptions
Given: A finite system over an infinite field .
RREF detects inconsistency and parametrises solutions by arbitrary values of the nonpivot variables (Reduced row echelon form detects consistency and parametrises every solution by the nonpivot variables).
A set is finite when it is equinumerous with a natural number (The cardinality of a finite set).
A field supplies addition, multiplication and distinct , and each nonzero scalar is invertible (Field).
An infinite set is one that is not finite; countability is a separate property and is not assumed here (Finite, countably infinite, countable, uncountable).
Proof
If the augmented column is a pivot column, [L1] gives no solution.
If there is no augmented pivot and no free variable, [L1] determines every variable uniquely, so there is exactly one solution.
If a free variable exists, fix all other free variables and let that one range through . The parametrisation of [L1] assigns distinct solutions to distinct scalars, injecting the infinite set into the solution set; hence the solution set is not finite and is infinite.
Depends on
Used by
Dependency tree · next 3 levels
Direct dependencies and their dependencies through the next three levels: 36 results over 14 levels. An arrow runs from a result to what uses it, and this result sits at the bottom with a heavier outline. Click the chart to enlarge it.
Sources
- D. Margalit and J. Rabinoff, Interactive Linear Algebra, §1.3.2 (standard reference, not scraped)