CJMS Model Formulation
Translates real-world management scenarios into rigorous mathematical models and defensible assumptions for Chinese Journal of Management Science submissions.
Designed specifically for researchers submitting to the Chinese Journal of Management Science (中国管理科学), this skill guides the formalization of optimization, game-theoretic, and data-driven management models. It bridges the gap between descriptive real-world contexts and mathematical structures by enforcing context-to-model mapping, rigorous numbered assumption defenses, and explicit identification of novel modeling contributions, helping authors avoid common reviewer rejections regarding disconnected models or unsupported assumptions.
주요 기능
01Disciplined assumption taxonomy classifying technical, substantive, and simplifying assumptions with rigorous defenses
02Tailored support across optimization, game-theoretic, and data-driven model families
031,074 GitHub stars
04Context-to-model mapping matrix ensuring every situational factor translates to variables, constraints, or objectives
05Standardized output templates featuring notation consistency and seamless handoff to solution algorithms
06Reviewer-readiness self-check lists to prevent circular assumptions and arbitrary parameter distributions
사용 사례
01Developing game-theoretic contract designs with behavioral components and clearly stated timing sequences
02Structuring data-driven pipelines and decomposition models for empirical management and forecasting studies
03Formulating two-stage robust or distributionally robust optimization models for operations and supply chain management