基于混合策略博弈的决策中心战机理量化方法OA
Quantitative Method on the Mechanism of Decision-Centric Warfare Based on Mixed Strategy Games
针对决策中心战(DCW)中单纯依赖策略数量难以完全描述决策优势的问题,研究策略数量与策略差异性对非对称零和博弈收益的联合影响机理.构建基于博弈论的量化模型,将作战双方映射为局中人,杀伤链组合映射为策略集.利用最优反应标定方法,推导策略特征对混合策略均衡的诱导机制,并基于线性规划可行域几何分析,解析策略数量与差异性对纳什均衡收益的边际效应.通过蒙特卡洛方法,生成4 320组博弈样本进行普通最小二乘法(OLS)回归验证.结果表明,博弈收益与己方策略数量和策略差异性的对数呈显著正相关,与对手策略数量的对数呈显著负相关.该模型有效量化了非对称态势下,通过最大化策略差异性来抵消对手规模优势的决策机理,为决策中心战理论研究提供一个可计算的分析框架.
To address the problem that relying solely on the quantity of strategies is insufficient to fully characterize decision advantage in decision-centric warfare(DCW),the combined influence mecha‑nism of strategy quantity and strategy differentiation on asymmetric zero-sum game payoffs is investi‑gated.A game-theoretic quantitative model is constructed,in which combatants are mapped to players and kill-chain combinations are mapped to strategy sets.The"circle-box"method is used to derive the induction mechanism of strategy characteristics on mixed strategy equilibrium.Furthermore,the mar‑ginal effects of strategy quantity and differentiation on Nash equilibrium payoffs are analyzed based on the geometric properties of linear programming feasible regions.The model is validated through ordi‑nary least squares(OLS)regression using 4 320 game samples generated via Monte Carlo simulation.Results indicate that game payoffs exhibit a significant positive correlation with the logarithms of both the quantity and differentiation of one's own strategies,while demonstrating a significant negative cor‑relation with the logarithm of the opponent's strategy quantity.The mechanism of offsetting an oppo‑nent's scale advantage through maximizing strategy heterogeneity in asymmetric situations is effec‑tively quantified,providing a computable analytical framework for the study of DCW theory.
赵潇童;叶雄兵;李志飞;刘冰雁;刘怀兴
军事科学院 战争研究院,北京 100091||陆军装备部驻沈阳地区军代局,辽宁 沈阳 110000军事科学院 战争研究院,北京 100091军事科学院 战争研究院,北京 100091军事科学院 战争研究院,北京 100091信息工程大学,河南 郑州 450001
信息技术与安全科学
混合策略博弈决策中心战决策优势策略数量策略差异性
mixed strategy gamesdecision-centric warfaredecision advantagestrategic quantitystrategic differentiation
《信息工程大学学报》 2026 (2)
178-184,7
评论