TY - JOUR A2 - Wang, Qingling AU - Fang, Zhemei AU - Zhou, Xiaozhou AU - Song，Ani PY - 2020 DA - 2020/02/21 TI -建筑模型启用动态优化复杂系统演化SP - 7534819六世- 2020 AB -系统参与者(SoS)旨在提供价值利益相关者在一个新系统的动态和不确定的环境正在不断添加和当前系统删除,在他们own volition. This requires effective evolution management at the SoS architectural level with adequate support of process, methods, and tools. This paper follows the principle of Model-Based Systems Engineering (MBSE) and develops a holistic framework integrating MBSE conceptual representations and approximate dynamic programming (ADP) to support the SoS evolution. The conceptual models provide a common architectural representation to improve communication between various decision makers while the dynamic optimization method suggests evolution planning decisions from the analytical perspective. The Department of Defense Architecture Framework (DoDAF) models using Systems Modeling Language (SysML) are used as MBSE artifacts to connect with ADP modeling elements through DoDAF metamodels to increase information traceability and reduce unnecessary information loss. Using a surface warfare SoS as an example, this paper demonstrates and explains the procedures of developing DoDAF models, mapping DoDAF models to ADP elements, formulating ADP formulation, and generating evolutionary decisions. The effectiveness of using ADP in supporting evolution to achieve a near-optimal solution that can maximize the SoS capability over time is illustrated by comparing ADP solution to other alternative solutions. The entire framework also sheds light on bridging the DoDAF-based conceptual models and other mathematical optimization methods. SN - 1076-2787 UR - https://doi.org/10.1155/2020/7534819 DO - 10.1155/2020/7534819 JF - Complexity PB - Hindawi KW - ER -