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Multi-objective exploration with cuOpt v1.0.0

Use this resource to trace and interpret the Pareto frontier between competing objectives with cuOpt

New

  • 438 downloads
  • 152 likes
  • 232 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install pareto-frontier-cuopt-exploration

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent defines the objectives, builds a payoff table from anchor solves, picks a scalarization (weighted sum, or epsilon constraint for a complete frontier), sweeps the parameters and fills the gaps. You get a set of non-dominated solutions and how to read them.

Mostly picked by

Updated November 2, 2026

Card for the “Multi-objective exploration with cuOpt” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
Apache-2.0

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What you get

  • SKILL.md: five-step method
  • evals/evals.json: evaluation cases
  • skill-card.md: skill card

Good fit for

  • You must trade off cost against service level in an optimization
  • You want to show a trade-off rather than a single optimal solution

Not for

    Tags

    • cuOpt
    • Pareto
    • optimization
    • multi-objective

    About

    You say

    “Trace the frontier between total cost and delivery time for my routes with cuOpt.”

    Card for the “Multi-objective exploration with cuOpt” skill

    Skill published by nvidia under the Apache-2.0 license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to trace and interpret the Pareto frontier between competing objectives with cuOpt
    3. Review and adjust the result

    Content preview

    Files

    • BENCHMARK.md9 KB
    • evals/evals.json14.6 KB
    • LICENSE11.3 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • skill-card.md5.2 KB
    • SKILL.md15.2 KB
    • skill.oms.sig4.5 KB

    Origin and licence

    Listed unmodified

    Author
    nvidia
    Source
    github.com/nvidia/skills/tree/ca116d60beafe1b4459f0ab790b7b450912c56b0/skills/cuopt-multi-objective-exploration
    Licence
    Apache-2.0

    Notice

    « cuopt-multi-objective-exploration » (nvidia, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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