---
title: Optimization Operating System
emoji: ⚙️
colorFrom: indigo
colorTo: blue
sdk: gradio
sdk_version: "5.50.0"
app_file: app.py
python_version: "3.12"
license: mit
short_description: Unified optimization-as-a-service for scheduling, routing, and more
tags:
- operations-research
- optimization
- ortools
- gradio
- enterprise
---

# Optimization Operating System

Interactive console for **Optimization-as-a-Service** — solve scheduling, routing, assignment, inventory, facility location, and packing problems with baseline, exact, scalable, and robust methods.

## Features

- **Model Registry** — 6 problem types with standardized input schema
- **Solver Registry** — HiGHS, CBC, CP-SAT, and heuristic engines
- **Experiment Manager** — full run provenance with gap, bound, and runtime
- **Scenario Engine** — capacity, demand, resource, cost, and network stress tests
- **Explanation Engine** — binding constraints, shadow prices, what-if analysis
- **Benchmark Engine** — cross-method comparison on small/medium/large instances

## Linked Artifacts

- [Instance Dataset](https://huggingface.co/datasets/alirezaaminzadeh/optimization-os-instance-dataset)
- [Benchmark Results](https://huggingface.co/datasets/alirezaaminzadeh/optimization-os-benchmark-results)
- [Solver Registry](https://huggingface.co/alirezaaminzadeh/optimization-os-solver)