Published October 17, 2026 | Version V1.0

耦合结构的归约:从翻转图到标准等价类

Authors/Creators

  • 1. W3 Lab

Description

摘要 归约是复杂系统族的第二本质支柱:多体耦合回答复杂系统是什么,归约回答复杂系统为何可被理解。本文将归约操作化为完整工具链,并逐环节给出形式规格与证据级别:指纹等价类(对象层)、翻转移动集(移动层,含源点定理完整证明)、商投影(降维通道,含工程边界勘误)、贪心字典序规约(算法层,含伪代码与复杂度分析)、标准等价类 S*(汇点)。三组核心证据:其一,全谱收敛读数——⟨3,3,3⟩秩27邻域143,930个等价类经贪心字典序规约,均匀平均6.98步、最坏7步抵达 S*;其二,玩具尺度独立复现——C₃(𝔽₂, n=3) 三十次随机游走加贪心归约全部收敛,终秩分布{9:24, 7:4, 5:2},其中2/30直达秩5即 C₃ 张量的最小秩分解;其三,成本律——加法成本等于3倍翻转深度,全谱143,930类逐点核验无一例外。归约的不变量侧由规范不变性判据划定,盲区侧由两条负结果钉死。规约汇合性的一般性定理登记为猜想,本文给出其重写理论视角的等价刻画与攻关路线。

Abstract Abstract: Reduction is the second essential pillar of the complex-system family: many-body coupling answers what a complex system is, reduction answers why it can be understood. This paper operationalizes reduction into a complete tool chain and gives, at each link, a formal specification and evidence grade: fingerprint equivalence classes (object layer), the flip move set (move layer, including a complete proof of the source-point theorem), quotient projection (dimension-reduction channel, including an engineering-boundary erratum), greedy lexicographic reduction (algorithm layer, with pseudocode and complexity analysis), and the standard equivalence class S* (sink). Three core bodies of evidence: first, full-spectrum convergence reading — the 143,930 equivalence classes in the rank-27 neighbourhood of ⟨3,3,3⟩ reach S* by greedy lexicographic reduction in an average of 6.98 steps and at worst 7; second, independent reproduction at toy scale — thirty random walks with greedy reduction on C₃(𝔽₂, n=3) all converge, with final-rank distribution {9:24, 7:4, 5:2}, where 2/30 reach rank 5 directly, the minimum-rank decomposition of the C₃ tensor; third, the cost law — additive cost equals 3× flip depth, verified point by point over all 143,930 classes without exception. The invariant side of reduction is delimited by gauge-invariance criteria and its blind side pinned down by two negative results. The general confluence theorem of reduction is registered as a conjecture, for which we give an equivalent characterization from the rewriting-theory viewpoint and a route to attack.

本记录含中文版与英文版两个文件(Bilingual: Chinese + English DOCX)。

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Translated title (English)
Reduction of Coupled Structures: From Flip Graphs to the Standard Equivalence Class