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OP-12009OpenAnalysis

The complex Grothendieck constant (C10bC_{10b})

The complex Grothendieck constant: determine C10bC_{10b} or improve its bounds; the repository records 1.338 (lower) and 1.40491 (upper).

Editorial MSC2020 classification. Original article codes and source evidence are recorded in the literature directory.

Licensed source statementAs of Repository table at commit 2c1968c (2026-09-26); open while the recorded lower and upper bounds differSource & evidence ↓

Problem statement

The complex Grothendieck constant (often denoted KGCK_G^{\mathbb{C}}) is the smallest number C10bC_{10b} such that, for every m,n≥1m,n\ge 1 and every complex matrix A=(aij)∈Cm×nA=(a_{ij})\in\mathbb{C}^{m\times n},

max⁡u1,…,um∈S∞v1,…,vn∈S∞∣∑i=1m∑j=1naij⟨ui,vj⟩∣ ≤ C10b max⁡∣s1∣=⋯=∣sm∣=1∣t1∣=⋯=∣tn∣=1∣∑i=1m∑j=1naijsitj∣.\max_{\substack{u_1,\dots,u_m\in S^{\infty}\\ v_1,\dots,v_n\in S^{\infty}}} \left|\sum_{i=1}^m\sum_{j=1}^n a_{ij}\langle u_i, v_j\rangle\right| \ \le\ C_{10b}\ \max_{\substack{|s_1|=\cdots=|s_m|=1\\ |t_1|=\cdots=|t_n|=1}} \left|\sum_{i=1}^m\sum_{j=1}^n a_{ij}s_it_j\right|.

Here S∞S^{\infty} denotes the unit sphere in a (complex) Hilbert space, ⟨⋅,⋅⟩\langle\cdot,\cdot\rangle is the Hermitian inner product, and t1,…,tn,s1,…,smt_{1}, \ldots, t_{n}, s_{1}, \ldots, s_{m} are complex numbers.

Lean 4

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Background

  • In optimization terms, C10bC_{10b} is the worst-case ratio between the natural semidefinite relaxation (vectors in a Hilbert space) and the original “phase” optimization (scalars of modulus 11) for bilinear forms with complex coefficients.
  • Haagerup suggested a plausible (conjectural) slightly smaller value 1.40458…1.40458\ldots in [H1987] (unproved).
  • Wikipedia page on Grothendieck inequality

References (from the repository page)

  • [D1984] Davie, A. M. Private communication / unpublished note (1984). (Cited in [H1987].)
  • [G1953] Grothendieck, A. Résumé de la théorie métrique des produits tensoriels topologiques. Bol. Soc. Mat. São Paulo 8 (1956), 1–79. (Originally written 1953.)
  • [H1987] Haagerup, U. A new upper bound for the complex Grothendieck constant. Israel J. Math. 60 (1987), no. 2, 199–224.
  • [Kai1973] Kaijser, S. A note on the Grothendieck constant with an application to harmonic analysis. UUDM Report No. 1973:10, Uppsala University (mimeographed).
  • [P1978] Pisier, G. Grothendieck's theorem for non-commutative C-algebras with an appendix on Grothendieck's constant.* J. Funct. Anal. 29 (1978), 379–415.

Progress & source assessment

Repository table (commit 2c1968c, 26 September 2026): best known lower bound 1.338; best known upper bound 1.40491. Values marked with an asterisk have minimal verification.

Known upper bounds

Bound Reference Comments
1.6071.607 [Kai1973] Bound via the method of Rietz (as cited by Haagerup).
e1−γ≈1.52621e^{1-\gamma}\approx 1.52621 [P1978] Here γ\gamma is the Euler--Mascheroni constant.
1.404911.40491 [H1987] Best known general upper bound (Haagerup).

Known lower bounds

Bound Reference Comments
11 Trivial
1.3381.338 [D1984] Best known general lower bound (Davie; cited by Haagerup).
References
  1. [1]Davis, Damek; Ivanisvili, Paata; Tao, Terence (maintainers). Optimization Constants in Mathematics, github.com/teorth/optimizationproblems (commit 2c1968c, 26 September 2026). — The complex Grothendieck constant ($C_{10b}$) linkApache-2.0 (repository license); constant pages reproduced with attribution; repository references retained.

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