Source · Paper

Kemeny Rank Aggregation is NP-Hard for Three Voters

PreprintPublication date Jul 28, 2026
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Overview

Theorem 1; Sections 1–6, especially the MAX CUT reduction and three-ballot realization.

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Passages

The exact passages cited in OpenMath. Each passage identifies how its wording was recorded.

Passage index · 3
  1. Theorem 1; Sections 2–5
  2. Sections 1 and 6
  3. Section 1; Dwork et al. (2001)
Passage 1 · OpenMath paraphrasePermalink

Theorem 1; Sections 2–5

A polynomial reduction from SIMPLE MAX CUT, using a majority tournament realizable by exactly three complete ballots, proves decision NP-completeness.

Passage details

Passage ID: kemeny-three-voters:entry:decision:v1

Source item: decision

Source record: kemeny-three-voters:source:paper:v1

Passage 2 · OpenMath paraphrasePermalink

Sections 1 and 6

Computing an optimum is NP-hard for three voters. The paper also explains extensions to every fixed voter count at least three and recalls the polynomial-time two-voter case.

Passage details

Passage ID: kemeny-three-voters:entry:implications:v1

Source item: implications

Source record: kemeny-three-voters:source:paper:v1

Passage 3 · OpenMath paraphrasePermalink

Section 1; Dwork et al. (2001)

The total Kendall-tau score differs from the majority-disagreement score by a ballot-dependent constant; they have the same minimizers. Three voters was the remaining boundary question.

Passage details

Passage ID: kemeny-three-voters:entry:question:v1

Source item: question

Source record: kemeny-three-voters:source:paper:v1

Used in

Explicit citations in versioned problem publications. A citation records a use; it does not confer proof or independent verification.

Kemeny rank aggregation for three voters →

Problem publication v5

Decision NP-completeness for three complete ballots →

Source assessment

Proved

Three-voter decision NP-completeness proved in the preprint

Strict complete ballots, unbounded number of alternatives, integer score threshold.

Source date Jul 28, 2026 · Observed Oct 14, 2026

Proof explanation

From a cut threshold to a ranking threshold

Optimization NP-hardness for three voters →

Source assessment

Proved

Optimization hardness and fixed-voter consequences

Computing a minimizing order is NP-hard; decision NP-completeness is a distinct classification.

Source date Jul 28, 2026 · Observed Oct 14, 2026

Hardness for every fixed voter count at least three →

Source assessment

Proved

Optimization hardness and fixed-voter consequences

Computing a minimizing order is NP-hard; decision NP-completeness is a distinct classification.

Source date Jul 28, 2026 · Observed Oct 14, 2026

The two-voter case is polynomial-time solvable →

Source assessment

Proved

Two-voter baseline recalled

Either input order minimizes the total Kendall-tau score for two voters.

Source date Jul 28, 2026 · Observed Oct 14, 2026

Problem context · 13 citations

Connection

A consensus optimizer would also answer score-threshold questions; the two tasks have different complexity classifications.

Further reading

Follow both directions of the reduction and the three-ballot realization.

History

The three-list boundary is left open

History

Kemeny introduces the aggregation rule

Further reading

Read the definition, score translation and original three-list question.

Credits

Recorded authorship

Dominik Peters

AI involvement reported by the source

Peters credits GPT-5.6 Sol Ultra with finding the reduction, Claude Fable 5 with part of the simplification, and his own mathematical simplification and manuscript writing.

Versions

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  1. v1 · selectedObserved Oct 14, 2026 · used in current publications

    Kemeny Rank Aggregation is NP-Hard for Three Voters

Record details
Source ID
kemeny-three-voters-paper
Record ID
kemeny-three-voters:source:paper:v1
Recorded title
Kemeny Rank Aggregation is NP-Hard for Three Voters
Revision
v1
Observed
Oct 14, 2026
Source updated
Not recorded
Content SHA-256
7cc7f290aa1f25e5e8b526bfeb2158b1476e60dc107aa12830fba057ccbe75c1
Update method
Compare the pinned source before publishing another immutable revision.
Identifier policy
Stable source identity; exact source passages are versioned.
Check interval
90 days
Rights
metadata-link
License
Source document rights apply; OpenMath publishes original paraphrases.

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