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Matrix Exponential — Topic Summaries

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Ordinary Differential Equations 20 | Matrix Exponential

The Bright Side of Mathematics · 2 min read

Solving a homogeneous autonomous linear system of differential equations reduces to computing a single object: the matrix exponential. For systems of...

Matrix ExponentialPicard IterationLinear ODE Systems

Ordinary Differential Equations 24 | Characteristic Polynomial

The Bright Side of Mathematics · 2 min read

For linear, homogeneous, autonomous differential equations of order n, the path to the general solution runs through the characteristic...

Ordinary Differential EquationsCharacteristic PolynomialCompanion Matrix

Ordinary Differential Equations 23 | Example for Matrix Exponential

The Bright Side of Mathematics · 2 min read

A 2×2 homogeneous, autonomous linear system can be solved cleanly by converting it into a matrix exponential—then making that exponential computable...

Matrix ExponentialDiagonalizationEigenvalues

Ordinary Differential Equations 22 | Properties of the Matrix Exponential

The Bright Side of Mathematics · 2 min read

Matrix exponentials turn linear systems of ordinary differential equations into an explicit solution formula: once a square matrix A is given, the...

Matrix ExponentialLinear ODE SystemsPower Series

Ordinary Differential Equations 25 | Example for Non-Diagonalizable Matrix

The Bright Side of Mathematics · 2 min read

A system of linear differential equations with a non-diagonalizable matrix still has a closed-form solution once the matrix exponential is...

Matrix ExponentialJordan Normal FormNilpotent Matrices