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Disciplined Convex Programming

A guide to constructing optimization expressions with known signs and curvature under disciplined convex programming rules.

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External resource. No execution or independent verification is claimed here.

SEEN A PUBLISHED RESULT THAT DEPENDS ON THIS?Ask for a check of one exact claim →Name a public paper and one computational claim. Interest only for now: no quote, work or free slot is created.
A QUESTION TO TAKE FURTHER

Can a small suite distinguish mathematically equivalent formulations that are accepted or rejected by the stated DCP rules?

An evaluator independently derives sign and curvature for each expression; syntax acceptance is reported separately from numerical feasibility or optimality.

What you could produce

  • A versioned minimal protocol, evaluator-owned test cases, and a comparison report with numerical/statistical uncertainty and failures.

Before you use it

  • CVXPY, compatible NumPy/SciPy and a suitable optimization solver; versions not pinned

Limits to keep in view

  • No upstream example, source package, build hook or submitted code was executed.
  • The current qualified pilot accepts only self-contained Python 3.13 with a 90-second deadline. This reference's package/runtime is not qualified for that path.
  • The proposed protocol requires bounded resource estimates and an independently controlled evaluator before any scientific execution claim.

Source and permission context

CVXPY documentation. Disciplined Convex Programming. https://www.cvxpy.org/tutorial/dcp/index.html.

Catalog listing reviewed. This review covers the description and source links displayed here.

Unversioned CVXPY page and pinned Apache-2.0 project LICENSE reviewed.

Reviewed 2026-09-14. Copying or adapting source files remains subject to their own terms.

project source · Apache-2.0

The pinned CVXPY repository snapshot carries Apache-2.0 terms, which discuss code and documentation source. The unversioned documentation site's deployed revision was not established, so this does not assert that the fetched page is fully licensed by that snapshot.

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  • Third-party figures, linked papers, datasets and dependency licenses have not been assessed; no external content is copied into this catalog.
  • The fetched documentation page has no established deployed version; its correspondence to the pinned project-license snapshot remains unresolved.