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Graduate · Variational energy · 364 of 650

Variational energy · Initial sine amplitude a=1.5; Deviation penalty b=2.5

Use the remaining amplitude A=0.6, two fifths of the initial amplitude. Calculate E[u_A], its derivative with respect to A, and the minimum within this trial family. Givens: Initial sine amplitude a=1.5; Deviation penalty b=2.5.

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01 · Make a prediction

Your practice question

Use E[u]=½∫₀¹u′²dx+2.5∫₀¹(u−x)²dx with u_A(x)=x+A sin(πx). The initial amplitude is 1.5. Use the remaining amplitude A=0.6, two fifths of the initial amplitude. Calculate E[u_A], its derivative with respect to A, and the minimum within this trial family.

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02 · Explore the model

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Watch the relationship

Paused
Variational energy · Initial sine amplitude a=1.5; Deviation penalty b=2.5. Remaining sine amplitude: 1.5. Functional energy: 8.864. Derivative with respect to amplitude: 11.152. Minimum energy: 0.5Fixed endpoints, changing trial function02.0300.51yTeal: trial function · dashed: straight minimizer
b≥0 and all displayed functions are smooth on [0,1] with fixed endpoint values. Playback chooses a path through trial functions; it is not claimed to solve a gradient-flow PDE. The readout uses exact integrals, not sampled quadrature.

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Make it your experiment

Change one value. Notice what follows.

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Remaining sine amplitude
1.5
Functional energy
8.864
Derivative with respect to amplitude
11.152
Minimum energy
0.5

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The mathematical idea

An energy functional assigns a number to an entire function. The family x+A sin(πx) respects fixed endpoints for every A, making it possible to vary shape without violating boundary data. The exact energy is one half plus a positive quadratic multiple of A², so the straight function is the unique minimizer within this family. Use E[u]=½∫₀¹u′²dx+2.5∫₀¹(u−x)²dx with u_A(x)=x+A sin(πx). The initial amplitude is 1.5. Use the remaining amplitude A=0.6, two fifths of the initial amplitude. The requested state occurs at 60% playback; use the exact target stated in the question for your calculation.

E[u]=½∫₀¹u′²dx+b∫₀¹(u−x)²dx; u=x+A sin(πx)

03 · Reflect and transfer

Explain what changes and why.

Why does checking a one-parameter trial family alone not prove that a candidate minimizes a functional over every admissible function?

This is a distinct guided scenario using a reusable mathematical model. Similar-looking diagrams can represent different given values and conclusions; they are not different mathematical theories.