constrained-optimization
CommunitySolve optimization problems with constraints.
Software Engineering#optimization#mathematics#kkt conditions#scipy#constrained optimization#lagrangian method
Authorparcadei
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill provides strategies and tools for solving mathematical optimization problems where variables are subject to certain limitations or conditions.
Core Features & Use Cases
- Constraint Handling: Addresses equality, inequality, and bound constraints.
- Method Implementation: Offers approaches like Lagrangian multipliers, KKT conditions, penalty/barrier methods, and SciPy's SLSQP.
- Use Case: Optimize a portfolio's risk (minimize variance) given a target return and maximum allocation to any single asset.
Quick Start
Use the constrained-optimization skill to solve the Lagrangian for the given system.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 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: constrained-optimization Download link: https://github.com/parcadei/Continuous-Claude-v3/archive/main.zip#constrained-optimization Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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