constrained-optimization
CommunitySolve optimization problems with limits.
Software Engineering#optimization#mathematics#kkt conditions#scipy#constrained optimization#lagrangian
Authorscooter-lacroix
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill provides strategies and tools for solving optimization problems where variables are subject to specific limitations or conditions.
Core Features & Use Cases
- Constraint Handling: Addresses equality, inequality, and bound constraints.
- Method Implementation: Supports Lagrangian, KKT conditions, penalty/barrier methods, and SciPy's SLSQP.
- Use Case: Optimize a company's production schedule to maximize profit while adhering to material availability and labor hour constraints.
Quick Start
Use the constrained-optimization skill to solve the KKT conditions for the given problem.
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/scooter-lacroix/Maestro/archive/main.zip#constrained-optimization Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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