M/M/1 & M/M/c Queue Simulation

소개

This Model Context Protocol (MCP) server offers an extensive suite of resources, tools, and prompts specifically designed for the simulation and analysis of M/M/1 and M/M/c queuing systems. It empowers large language models (LLMs) to delve into complex operational research problems by enabling them to simulate diverse scenarios, compare queue management strategies, validate system parameters, calculate theoretical performance metrics, and generate production-ready SimPy simulation code for real-world applications in fields like retail or finance.

주요 기능

• Validate system parameters and calculate theoretical performance metrics
• Generate production-ready SimPy simulation code
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• Simulate both M/M/1 and M/M/c queuing systems
• Analyze real-world scenarios, such as the supermarket cashier problem
• Compare separate vs. pooled queue strategies for optimization

사용 사례

• Enable LLMs to conduct queuing system simulations and analyses
• Optimize queue management strategies by comparing different models
• Generate custom SimPy code for specific simulation requirements