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Undergraduate · Advanced · 16 minute lesson

Turn differentiation into a matrix

Represent an operator using its action on basis vectors.

Lesson 10 of 100 in Undergraduate. Take the time you need; the lesson estimate is a guide.

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01 · Read and understand

What you will learn

  • Represent an operator using its action on basis vectors.
  • Justify the conclusion "[D](3,4,5)=(4,10,0), representing 4+10x" using the stated assumptions.

Before you start

Polynomial differentiation and matrix columns.

Keep paper nearby. Read the question once for the context, then again to identify what is known and what you need to find.

Start with a question

Represent differentiation D on P₂ in the ordered basis (1,x,x²).

Why this math matters

Represent an operator using its action on basis vectors. This worked micro-lesson connects a precise mathematical condition to a conclusion you can check. The transfer task asks you to change the setting and decide which parts of the reasoning still apply.

An advanced mathematics workspace with geometric models and research notes
Make a representation of your own.Sketch the quantities or relationships in this question before working through the solution. The cover image sets the learning scene; it does not show this problem’s exact values.

Set up the model

A useful answer starts with clear assumptions:

  • P₂ means polynomials of degree at most two over R.
  • Domain and codomain use the same ordered basis.

02 · Work through the example

Follow the reasoning, one step at a time.

Try to predict the next step before reading it. After each calculation, explain why the operation makes sense and how it helps answer the original question.

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See this example unfold.

The complete worked example, one idea at a time.

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Turn differentiation into a matrix

Paused

Question: Start with the question. Paused.

Question

Start with the question

Represent differentiation D on P₂ in the ordered basis (1,x,x²).

Before you calculate

Read what is known and what you need to find. Make a prediction before moving to the first calculation.

Starts paused. Play advances through the full text at a reading pace; pause whenever you need more time. Previous, Next, and the phase buttons let you set your own pace. Playback pauses when this walkthrough leaves the screen or you switch tabs.

Your device’s reduced-motion setting keeps each phase still. Manual controls remain available. The full written solution stays below.

  1. Build the model

    D(1)=0; D(x)=1; D(x²)=2x

    The images of the basis elements completely determine this linear operator.

  2. Work through the mathematics

    [D]=[[0,1,0],[0,0,2],[0,0,0]]

    Put each image's coordinates in its corresponding column.

  3. Check the conclusion

    [D](3,4,5)=(4,10,0), representing 4+10x

    This agrees with differentiating 3+4x+5x² directly.

The result

[D](3,4,5)=(4,10,0), representing 4+10x

This agrees with differentiating 3+4x+5x² directly.

Common mistakes to catch

  • Operator images belong in columns, not rows.
  • A zero derivative means a constant polynomial, not necessarily the zero polynomial.

03 · Practice independently

Try it before revealing the answer.

Use paper or a calculator as needed. Write your units and reasoning, then open the hint or explanation to check your approach.

Practice 1

What is the kernel of D on P₂?

Show a hint

Which polynomials differentiate to zero?

Reveal answer and explanation

Constant polynomials

Only the coefficients of x and x² must vanish.

Practice 2

What is D³ on P₂?

Show a hint

Repeated differentiation lowers degree.

Reveal answer and explanation

The zero operator

Every polynomial of degree at most two vanishes after three derivatives.

Take the idea with you

Build a matrix for integration from P₁ into P₂ with zero integration constant.

04 · Reflect and continue

Can you explain it in your own words?

Before moving on, explain the main idea without looking at the worked example. Try both practice questions, check your reasoning, and name one mistake you now know how to avoid. Return to a step if you still need support.

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