multi-objective-optimization
CommunityMaster trade-offs with Pareto fronts.
AuthorSPIRAL-EDWIN
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill provides a structured framework for solving optimization problems with multiple conflicting objectives, enabling the generation of Pareto frontiers to inform decision-making across engineering, design, and policy contexts.
Core Features & Use Cases
- NSGA-II / NSGA-III, MOEA/D, and weighted-sum methods for solving 2-10+ objective problems.
- Pareto frontier generation, quality metrics (hypervolume, spacing), and TOPSIS-based decision support.
- Use Case: design a product with competing goals like cost, performance, and robustness, and select the best trade-off.
Quick Start
Use the multi-objective-optimization skill to generate a Pareto frontier for a 3-objective problem and apply TOPSIS to rank the solutions.
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: multi-objective-optimization Download link: https://github.com/SPIRAL-EDWIN/MCM-ICM-2601000/archive/main.zip#multi-objective-optimization Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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