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Algorithm Frontier

Algorithms and proofs in combinatorial optimization, algebraic complexity, dynamic graphs, and sparsification. Each problem page gives the theorem, complexity, randomness, dependencies, and verification evidence.

Repository checks License: Apache-2.0

55 problem families · 24 supporting results · Proof index · Review and verification · Citation

Selected results

Three deterministic algorithmic results. The linked problem pages give the full statements, proof dependencies, executable coverage and review status.

Deterministic exact maximum matching in general graphs.

Formula

Here m_s counts distinct nonloop edge pairs. The proof supplies the uniform cycle-search construction and names its published prerequisites. A separate executable solver returns independently verifiable optimality certificates.

Exact decision and indexed witness.

Formula

Exact rational exponent on the card.

For n integers of total bit length L, including an indexed witness. The finite startup constant C is input-independent. The complete compiler proof and exact continuous certificates support the improved third-lookup exponent.

Deterministic black-box identity testing with unknown order and unknown invertible affine coordinates, in every characteristic.

Formula

Here K(w)=2^{O(w^2)}, the full finite direction-grid minimum is displayed. Arbitrary local ranks and entry degrees; known scalar total degree D and extension-field oracle access when needed. Polynomial query count for each fixed width, with a width-dependent exponent. Complete internally reconstructed proof; external peer review and priority certification are not claimed.

Results

Browse by problem. Each link opens its statement, proof and dependencies. Computational models and randomness contracts explain how to compare bounds.

Subset Sum

Algebraic complexity

Numeric targets and quota geometry

Graph algorithms

Exact failures, persistence and compilation

Spectral, group and quantum sparsification

Allocation and resource matroids

Selected flow and robust allocation

Scheduling

Matching certificates and oracle barriers

Supporting results

The complete index also lists 24 supporting algorithms, structural theorems, and scoped lower bounds. Shared manuscripts collect reusable proofs and backend interfaces.

Reading and verification

Within each problem: README.md → proof.md → sources.md → verify/README.md. The review registry distinguishes manuscript review from executable checks and identifies their exact scope.

python3 tools/check_repository.py

See Contributing for the full verification mode and maintenance conventions. No external peer review or proof-assistant verification is claimed.

Yilin Liu and GPT-6 Astra Pro. Algorithm Frontier (2026). Cite the relevant problem path and commit; the citation protocol and import provenance retain the applicable licenses and notices.

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