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jmsc-algorithm

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Use when designing and analyzing a solution algorithm for a 《管理科学学报》 (Journal of Management Sciences in China) manuscript — giving exact / heuristic / decomposition methods with complexity analysis and, for iterative methods, convergence proofs. "It runs fast" is not analysis. Use after the model and properties are established.

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

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# 算法设计与分析（jmsc-algorithm）

## 触发时机

- 模型有了，但求解方法只是"调用求解器/跑得快"
- 算法没有复杂度分析，或没有收敛性论证
- 启发式无近似比/界，无法说明解的质量
- 审稿质疑"算法贡献在哪、能否保证收敛"

## 核心：算法必须可分析，不止可运行

本刊看的是**算法贡献的可分析性**："跑得快"不算分析。要么给**复杂度**（精确/近似算法），要么给**收敛性**（迭代算法），要么给**界/近似比**（启发式），三者至少其一并配数值验证。

## 算法类型与必答问题
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