approximation-ratio-calculator

Solid

Analyze and prove approximation ratios for optimization algorithms

AI & Automation 814 stars 53 forks Updated today MIT

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Skill Content

# Approximation Ratio Calculator ## Purpose Provides expert guidance on analyzing approximation algorithms and proving approximation guarantees. ## Capabilities - LP relaxation analysis - Integrality gap computation - Randomized rounding analysis - Approximation factor derivation - PTAS/FPTAS feasibility assessment - Inapproximability results analysis ## Usage Guidelines 1. **Problem Setup**: Formalize the optimization problem 2. **LP Relaxation**: Construct and analyze LP relaxation 3. **Rounding Design**: Design rounding scheme 4. **Ratio Proof**: Prove approximation ratio 5. **Gap Analysis**: Analyze integrality gap ## Tools/Libraries - LP/ILP solvers - Symbolic computation - Proof assistants

Details

Author: a5c-ai
Repository: a5c-ai/babysitter
Created: 4 months ago
Last Updated: today
Language: JavaScript
License: MIT

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