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October 2, 20250 citationsOpen Access

A Critique of Deng's "P=NP"

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IHIsabel HumphreysMIMatthew IcelandHLHarry Liuson

Key Points

  • Deng's claim of a polynomial-time algorithm for 3-coloring is undermined by critical errors.
  • The analysis reveals a mix-up between subgraphs and induced subgraphs that invalidates the proof.
  • The semidefinite program presented does not correctly function for all graphs, especially non-3-colorable ones.
  • Deng's approach to the NP-complete problem fails to hold under scrutiny, indicating the complexity remains unresolved.

Abstract

In this paper, we critically examine Deng's "P=NP" Den24. The paper claims that there is a polynomial-time algorithm that decides 3-coloring for graphs with vertices of degree at most 4, which is known to be an NP-complete problem. Deng presents a semidefinite program with an objective function that is unboundedly negative if the graph is not 3-colorable, and a minimum of 0 if the graph is 3-colorable. Through detailed analysis, we find that Deng conflates subgraphs with induced subgraphs, leading to a critical error which thereby invalidates Deng's proof that P=NP.

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Cite This Study

Humphreys et al. (2025) studied this question.

synapsesocial.com/papers/68de5d9c83cbc991d0a202c5https://doi.org/10.48550/arxiv.2507.09018
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Subtractive Label Reduction and Parity Convergence: A Polynomial-Time Approach to the 3-Coloring Problem2026
  2. 2Four-Coloring \(P_6\)-Free Graphs. I. Extending an Excellent Precoloring2024 · 5 citations
  3. 3P versus N P: Dual Logical Analysis Combinatorial Separation via Deterministic Hypergraph Constructions2026
  4. 4Better Coloring of 3-Colorable Graphs2024 · 2 citations
  5. 5A Polynomial-Time Algorithm for the 3-Coloring Problem based on Local Odd Parity Structures2026