Quantum-State Purity¶
The quadratic-trace measure of how concentrated a quantum density operator's eigenvalues are.
Core Idea¶
The purity of a normalized quantum density operator \(\rho\) is \(P(\rho)=\operatorname{Tr}(\rho^2)\). If the state has eigenvalues \(p_i\), then \(P=\sum_i p_i^2\). In dimension \(d\), its value runs from \(1/d\) for the maximally mixed state \(I/d\) to $1$ for a rank-one pure state. It summarizes how concentrated the density operator's spectrum is.[ref-4a04ac574ee6][ref-add230e9c299]
Purity describes the stated operator, not its history. A lower value alone does not tell us whether the state was deliberately mixed, reduced from an entangled whole or changed by a channel. The number is preserved by unitary conjugation, but an open-system channel can either decrease or increase it.[ref-add230e9c299][ref-3e398e7e9e9c]
Scope of Application¶
For a qubit, complete dephasing of \(|+\rangle\langle+|\) produces \(I/2\), changing purity from $1$ to \(1/2\). IBM's reset channel maps \(I/2\) to \(|0\rangle\langle0|\), changing it back to $1$. Reset does not recover the original \(|+\rangle\) state; the example shows that nonunitary dynamics are not universally purity-decreasing.[^ref-3e398e7e9e9c]
For a globally pure Bell pair, the joint state has purity $1$ while either reduced qubit has purity \(1/2\). Under that pure-global condition, a reduced purity below one witnesses entanglement. A separable mixed pair can have the same reduced \(I/2\), so local purity alone is not an entanglement test for arbitrary mixed global states.[^ref-add230e9c299]
Clarity¶
The question purity answers is “How concentrated is this density operator's spectrum?” It does not answer “Which process made it mixed?” or “Is a mixed global bipartite state entangled?” Those require channel, preparation or joint-state information beyond one scalar.[ref-add230e9c299][ref-3e398e7e9e9c]
Always say which \(\rho\) is being tested: full system, subsystem reduction or outcome-conditioned state. A pure whole and a mixed part can coexist without contradiction, and the dimension sets the relevant lower baseline.[^ref-add230e9c299]
Manages Complexity¶
The quadratic trace compresses a density matrix into one basis-invariant number. It quickly distinguishes rank-one from mixed states and compares spectral concentration within a stated dimension. The reduction is useful precisely because it discards most matrix detail.[ref-4a04ac574ee6][ref-add230e9c299]
That economy has a cost: different states and different histories can share one purity. If a decision requires the cause of mixing, full spectral detail or a mixed-state entanglement determination, retain more than \(P\).[^ref-add230e9c299]
Abstract Reasoning¶
Check that \(\rho\) is positive and trace one, identify \(d\), then compute \(\operatorname{Tr}(\rho^2)\) or sum squared eigenvalues. \(P=1\) means rank one; \(P=1/d\) means maximally mixed. Unitary conjugation preserves the result by trace cyclicity.[ref-4a04ac574ee6][ref-add230e9c299]
For a time comparison, specify the channel before explaining a change; dephasing and reset provide opposite examples. For an entanglement inference, establish global bipartite purity first; only then does reduced \(P<1\) imply entanglement through Schmidt rank.[ref-3e398e7e9e9c][ref-add230e9c299]
Knowledge Transfer¶
The same calculation applies to a channel output, an experimentally reconstructed state and a reduced subsystem because each is represented by a density operator. Its interpretation changes with the subsystem and known dynamics. It is not the same as two-state fidelity or quantum-state purification.[ref-4a04ac574ee6][ref-add230e9c299]
Live Density Matrix is the proposed DAG prerequisite; this entry adds the one-state functional. A generic concentration-index abstraction may be a future-prime question, but the named quantum-state measure requires positive trace-one operators and their physical interpretation.
[^ref-4a04ac574ee6]: IBM Quantum, Quantum Information API reference, “Measures → purity.” [^ref-add230e9c299]: John Preskill, Lecture Notes for Ph219/CS219: Quantum Information and Computation, Chapter 2 (updated July 2015), §§2.3–2.4. [^ref-3e398e7e9e9c]: IBM Quantum Learning, “Quantum channel basics”, unitary, reset and dephasing sections.
Relationships to Other Abstractions¶
Current abstraction Quantum-State Purity Domain-specific
Parents (1) — more general patterns this builds on
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Quantum-State Purity presupposes Density matrix Domain-specific
Quantum-state purity is defined on a density operator.
Hierarchy path (1) — routes to 1 parentless root
- Quantum-State Purity → Density matrix
Neighborhood in Abstraction Space¶
Quantum-State Purity sits in a moderately populated region (59th percentile for distinctiveness): it has near-neighbors but no dense thicket of look-alikes.
Family — Quantum States & Information Measures (25 abstractions)
Nearest neighbors
- Fidelity of quantum states — 0.86
- Quantum instrument — 0.85
- Quantum Fisher information — 0.85
- Entanglement witness — 0.85
- Diamond norm — 0.84
Computed from structural-signature embeddings · 2026-10-08