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jmsc-numerical-experiments

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Use when designing the numerical / simulation study for a 《管理科学学报》 (Journal of Management Sciences in China) manuscript — validating the proven theoretical properties, testing algorithm performance, exploring parameter sensitivity, and extracting managerial insight. The study must serve the theory, not replace it. Use after jmsc-proofs and jmsc-algorithm.

Journal-of-Management-Sciences-in-China-Skills/skills/jmsc-numerical-experiments/SKILL.md

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# 数值实验与仿真（jmsc-numerical-experiments）

## 触发时机

- 命题/算法已就位，要设计数值研究来验证
- 实验单薄（一组参数、一张图），说不出洞见
- 审稿质疑"实验没验证理论 / 没管理含义 / 参数随意"
- 想用仿真"代替证明"（方向反了）

## 核心：数值实验是验证 + 洞见，不是证明

本刊的数值实验有**两个任务**：(1) **验证**已证明的理论性质与算法表现；(2) **挖掘洞见**——在什么条件下结论/算法更优，回答"模型告诉我们什么决策规律"。它不替代证明，但能补足证明给不出的定量感。

## 实验设计三问
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