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Preparation course: maths for quantum computing · Lesson 3 / 7 · 9 min

Amplitudes and probability: squaring

The square of an amplitude is a probability. Amplitudes can be negative and can cancel when they add up; this is something probabilities cannot do, and it is the secret of quantum interference.

Probability = amplitude squared

If a result has amplitude a, the probability of measuring it is a². A result with amplitude 1 is certain (1² = 1); one with amplitude 0 never appears. In an equal superposition the amplitudes are 1/√2 ≈ 0.707, and 0.707² ≈ 0.5, that is 50%.

Why bother with amplitudes instead of writing probabilities directly? Because amplitudes have a property probabilities lack: they can be negative.

A negative amplitude

Consider the state (0.707, −0.707). The squares are still 0.5 and 0.5: measured, it behaves exactly like a coin toss, 50–50. A measurement cannot see the minus sign.

But the two states are different. In the playground you get this state by applying X and then H; applying only H gives (0.707, 0.707). The difference shows up at the next gate.

Amplitudes add up and can cancel

In a quantum circuit a result can be reached along several paths, and the amplitudes of those paths add up. If two paths carry +0.5 and −0.5, the total is 0: that result never appears. This is called destructive interference. Probabilities cannot do this, because they are never negative and only grow when added.

This is exactly what happens with two H gates in a row. The two paths to 1 carry +½ and −½ and cancel; the paths to 0 reinforce to ½ + ½ = 1. Quantum algorithms use this to switch off wrong answers and amplify the right one.

Try it yourself

In the negative amplitude example open the state vector: the amplitude of |1⟩ is −0.707, yet the probabilities are 50–50. Then add one more H at the end: X, H, H always gives 1, because applying H twice undoes it and only the X remains.

Open the circuit in your browser

The circuit playground is in Turkish. Button guide: “1000 kez ölç” = measure 1000 times, “Durum vektörünü göster” = show the state vector, “Bu devrenin Qiskit kodu” = this circuit’s Qiskit code, “Geri al” = undo, “Temizle” = clear. Click a gate in the circuit to remove it.

Key points

Test yourself

If a result has amplitude −0.6, what is the probability of measuring it?

Show the answer

0.36. The probability is the amplitude squared: (−0.6)² = 0.36. A square is never negative, so a probability never is either.

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