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Science/mathematics/Vectors and linear algebra

mathematics.linear-algebra · 04 · many variables

Vectors and linear algebra.

Matrices organize coupled equations and transformations.

Learning outcome: Solve a small system and interpret vectors, bases and eigen-directions.

A · x = b
Solve a small system and interpret vectors, bases and eigen-directions. Diagram is schematic and not to scale.

Core ideas

Build the model

01

vectors and dot products.

02

matrix systems and rank.

03

eigenvalues as characteristic directions.

Engineering bridge

Where it is used

  • linear algebra and differential equations
  • systems and feedback control

Original Lilerno structure and wording. Visuals are conceptual, inputs are not a design specification, and practical work requires appropriate supervision.