pareto-frontier
CommunityVisualize Pareto fronts for trade-off decisions.
Data & Analytics#optimization#visualization#data-analysis#decision-making#pareto#multi-objective#frontier
AuthorSPIRAL-EDWIN
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill visualizes and analyzes Pareto frontiers for multi-objective optimization problems, enabling quick assessment of trade-offs and non-dominated solutions.
Core Features & Use Cases
- Frontier generation: Create Pareto fronts using common methods (e.g., weighted sum, NSGA-II) for two or more objectives.
- Visualization: Produce 2D and 3D Pareto plots with publication-quality styling and annotations.
- Reporting: Export frontier data to CSV/JSON for downstream analysis and decision support.
- Use Case: Compare two design options balancing revenue and cost, select solutions from the frontier that meet stakeholder preferences.
Quick Start
Use this skill to visualize the Pareto frontier for a given optimization problem and export the frontier data for reporting.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: pareto-frontier Download link: https://github.com/SPIRAL-EDWIN/MCM-ICM-2601000/archive/main.zip#pareto-frontier Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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