OptimEngine

关于

OptimEngine is an advanced operations intelligence solver designed for AI agents in the agentic economy. It offers a comprehensive suite of tools to address complex operational problems, including scheduling, routing, and packing. Beyond basic optimization, it extends capabilities to quantify risk, identify trade-offs, and prescribe actions through modules for sensitivity analysis, robust optimization, stochastic optimization, multi-objective Pareto frontiers, and prescriptive intelligence, leveraging forecasting and risk assessment to deliver actionable insights.

主要功能

• Solves Flexible Job Shop Scheduling (FJSP), CVRPTW Routing, and Multi-dimensional Bin Packing
• Quantifies risk and finds trade-offs with Sensitivity, Robust, and Stochastic Optimization
• Identifies non-dominated solutions for 2-4 competing objectives using Pareto Frontier analysis
• Provides Prescriptive Intelligence by integrating historical data, forecasting, optimization, and actionable advice
• Offers a comprehensive set of MCP-compatible endpoints for all intelligence levels
• 1 GitHub stars

使用案例

• Manufacturing: Optimize production scheduling, incorporating demand forecasting and risk quantification.
• Logistics: Improve delivery routing efficiency, considering variable demand and travel times.
• Supply Chain: Implement end-to-end prescriptive intelligence for forecasting, optimization, and strategic advice.