AI AGENT WORKFLOW · MATHEMATICAL OPTIMIZATION SYSTEM

MathAgent

An intelligent multi-agent system that automates the entire process of mathematical modeling and optimization.
From problem understanding to model building, algorithm selection, code generation, visualization, and report generation.

Multi-Agent
Auto Modeling
Optimization
LLM Workflow
Auto Coding

Core Capabilities

End-to-end automation for complex mathematical optimization tasks.

Problem Understanding

Analyze and understand mathematical optimization problems from natural language or uploaded documents.

Mathematical Modeling

Automatically build mathematical models with objectives and constraints.

Algorithm Selection

Select the most suitable optimization algorithm adaptively for different tasks.

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Code Generation

Generate executable Python code for optimization and simulation tasks.

Visualization

Generate rich visualizations, convergence curves and analysis charts automatically.

Report Generation

Produce professional reports with analysis, formulas, visualizations and conclusions.