SimPy Queue Simulation

关于

This Model Context Protocol (MCP) server empowers large language models (LLMs) and users to delve into the intricacies of M/M/1 and M/M/c queuing models. It offers a rich set of resources, including system schemas, parameter definitions, performance metrics, and theoretical formulas. The server provides powerful tools to validate configurations, calculate theoretical performance, execute SimPy simulations for both M/M/1 and M/M/c systems, and compare queue strategies. Additionally, it includes prompts to generate production-ready SimPy code, explain queuing theory, analyze simulation outcomes, and troubleshoot common issues, making complex queuing analysis accessible and actionable.

主要功能

• Compare separate versus pooled queue strategies
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• Validate simulation parameters and check system stability
• Simulate M/M/1 and M/M/c queuing systems
• Generate production-ready SimPy simulation code
• Calculate theoretical queuing performance metrics

使用案例

• Enabling LLMs to perform advanced queuing system analysis and simulation
• Comparing the efficiency of different queue management strategies for optimization
• Analyzing real-world scenarios such as supermarket cashier lines or bank queues