--- title: "Numerical Optimization Formulation - Air Market" description: "Somebody has described a problem in prose and you have to turn it into the parameters, decisions, constraints and objective an optimizer expects. This covers the concepts behind linear, mixed-integer…" canonical: "https://airmarket.ai/app/cuopt-numerical-optimization-formulation" --- [Air Market](/) / [Data & Analytics](/category/data) / Numerical Optimization Formulation Skill by [NVIDIA Corporation](/@nvidia) # Numerical Optimization Formulation Turn a problem described in words into one you can solve ## What this does Somebody has described a problem in prose and you have to turn it into the parameters, decisions, constraints and objective an optimizer expects. This covers the concepts behind linear, mixed-integer, and quadratic problems and the patterns for formulating them. It is about the thinking, not the code - there is no API here. ### Top 3 things it does for you - Translate a written problem into a formulation - Work out the decisions, constraints and objective - Get straight on what LP, MILP and QP actually mean ## Information **Numerical Optimization Formulation at a glance** | | | | --- | --- | | Kind | Skill | | Publisher | [NVIDIA Corporation](/@nvidia) | | Category | [Data & Analytics](/category/data) | | Works with | Agent Skills - an open standard supported by 40+ agents | | Version | 26.10.00 | | Size | 37 KB | | Licence | Apache-2.0 | | Repository | [NVIDIA/cuopt](https://github.com/NVIDIA/cuopt/tree/f3ebc6731df081da00444883aff8d7eee5196162/skills/cuopt-numerical-optimization-formulation) | | GitHub stars | 1,024 (as of Nov 2026) | ## Security report **Verified.** AIR scanned this exact version of Numerical Optimization Formulation and flagged nothing. AIR's verdict: **safe**. **What Numerical Optimization Formulation's check was run against** | | | | --- | --- | | Commit | f3ebc6731df081da00444883aff8d7eee5196162 | | Content hash | 0d115e7176286b70cc7f32b0e6d10f790c315f2c0ebda996c44757511f633701 | | Files read | [Browse the files at this exact commit](https://github.com/NVIDIA/cuopt/blob/f3ebc6731df081da00444883aff8d7eee5196162/skills/cuopt-numerical-optimization-formulation/SKILL.md) | A scan is named by the exact content it read, not by a version number. A different version is a different artifact, and nothing here applies to a version AIR has not scanned. [Read the full security report for Numerical Optimization Formulation](/security/cuopt-numerical-optimization-formulation) ## About Numerical Optimization Formulation Concepts and formulation patterns for LP, MILP, and QP: reading a problem described in text and turning it into parameters, constraints, decisions, and an objective. Concepts only, deliberately - no API is covered here. ## What's inside - SKILL.md - instructions - BENCHMARK.md - reference - evals/evals.json - data - skill-card.md - reference - skill.oms.sig ## Questions ### Is Numerical Optimization Formulation safe to install? AIR scanned this exact version of Numerical Optimization Formulation and flagged nothing. AIR's verdict: safe. The verdict is named by the content that was read, at commit f3ebc6731df0, so it cannot drift onto a version nobody scanned. The full report is at https://airmarket.ai/security/cuopt-numerical-optimization-formulation. ### How do I install Numerical Optimization Formulation? Open https://airmarket.ai/app/cuopt-numerical-optimization-formulation on Air Market and use the install action: Air Market hands Claude a prompt naming this exact skill, and Claude sets it up. Source, pinned to the exact commit this listing describes: https://github.com/NVIDIA/cuopt/tree/f3ebc6731df081da00444883aff8d7eee5196162/skills/cuopt-numerical-optimization-formulation. Install from that link, not the branch. ## Related on Air Market - [More Data & Analytics listings](/category/data) - [Everything by NVIDIA Corporation](/@nvidia) --- Canonical URL: