Linear Algebra & Matrices

Coordinates in a Basis Calculator

Express a vector in coordinates relative to an ordered basis.

Linear Algebra & Matrices

Enter matrix values

Exact structural results; labelled numerical approximations where required
  1. 1EnterProvide the known values
  2. 2CalculateResults update automatically
  3. 3VerifyReview the details and units
Try an example
Basis matrix
Vector v

Use signed finite decimals. Fill every visible cell. Fractions, commas, and scientific notation are not accepted.

Linear algebra result

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Understand the subject

What are coordinates in a basis?

Coordinates tell how much of each ordered basis vector is needed to build a vector.

Use it to express one vector relative to a nonstandard independent basis.

The relationship

The defining relationship

See the structure

What the calculation is doing

Worked interpretation

Read the result in context

[v]ᴮ=B⁻¹v

Interpret with care

Important boundary

The basis must be square and independent for a unique coordinate vector.

Use the Matrix Calculator to experiment with small exact matrix operations before applying a more specialized route.

Quick guide

How to use this calculator

  1. Set the matrix dimensions required by the task.
  2. Fill every visible entry and any operation-specific control.
  3. Read the result type, factors, classification, and disclosed limitations.

Calculation method

Apply the stated linear-algebra contract

[v]ᴮ = B⁻¹v

Undefined, singular, dimensionally incompatible, dependent, or unsupported inputs receive an explicit message instead of a fabricated numeric result.

Worked example

Example interpretation

Place the basis vectors in B’s columns and v in one column.

[v]ᴮ = B⁻¹v

Supported inputs

Precision and limits

Matrix size

Input matrices are limited to 1–6 rows and columns; operation-specific square, rank, or compatibility rules still apply.

Entry precision

Enter signed finite decimals with at most 30 digits and 15 decimal places.

Exactness

Finite decimals become reduced rational numbers and intermediate structural calculations are not rounded.