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Alteryx > 实例探究 > 规范性分析和优化工具:精确解决业务问题
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Prescriptive Analytics: Unleash the Optimization Tool

技术
  • 分析与建模 - 预测分析
  • 应用基础设施与中间件 - 数据可视化
适用行业
  • 建筑物
  • 设备与机械
适用功能
  • 采购
挑战
需要规范的分析和优化工具来找到紧迫业务问题的最佳解决方案。
关于客户
ClarusOne Sourcing Service 的 Alteryx Designer Expert 认证分析师 Philip Mannering 分享了他在使用规范性分析和优化工具方面的专业知识。
解决方案
优化工具也称为线性规划或运筹学,用于优化具有一组线性约束的目标函数。
运营影响
  • The use of the Optimization Tool and prescriptive analytics has taken the business analysis to the next level. It has enabled the identification of business problems that require optimization, setting of the objective function and list of constraints, preparation of inputs, and interpretation and presentation of results. The tool has provided precise recommendations on the best course of action, not based on probability but on the optimal solution that yields the highest value. This has led to more effective decision-making and improved business outcomes.
数量效益
  • The optimization tool helped determine the optimal number of chocolate bars to produce to maximize profit.
  • The tool was able to handle multiple decision variables, allowing for the optimization of production of two different types of chocolate bars.
  • The optimal solution for two decision variables yielded a total profit of 55, which was higher than the profit from producing a single type of chocolate bar.

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