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An agent-based demand prediction system for generating weather-dependent product demand predictions
An agent-based demand prediction system for generating weather-dependent product demand predictions
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机译:基于代理的需求预测系统,用于生成与天气相关的产品需求预测
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摘要
An agent-based demand prediction system for generating weather-dependent product demand predictions using agent-based modelling in which the clients for the product are the agents, the system comprising: an analytics module arranged to select and/or generate agent behaviour rules based on historical data relating to weather-dependent product acquisition by client agents; a weather module arranged to acquire weather forecasts in real time and to access pre-defined weather event rules; and an agent-based simulation module arranged to use the agent behaviour rules and weather forecasts to simulate agent behaviour and generate product demand predictions; wherein the weather module is arranged to compare the acquired weather forecasts with the pre-defined weather event rules, and trigger a simulation in the agent-based simulation module based on a match between an acquired weather forecast and a predefined weather event rule.
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