Lewis E R
Department of Electrical Engineering and Computer Science, University of California, Berkeley, CA 94720, USA.
Biosystems. 1995;34(1-3):47-63. doi: 10.1016/0303-2647(94)01456-h.
Modeling provides a bridge between the natural sciences (physics, chemistry, biology, and the like) and the axiomatic sciences (mathematics and statistics). Inductively-derived descriptive models map observations of physical processes into mathematical descriptions that can be treated as axioms (e.g., the various laws of physics). A synthetic model combines descriptive models of several physical processes with a structural model (representing the interactions of those processes) for the purpose of deducing or predicting the consequences of interactions. When applied together with elementary thermodynamic principles, circuit theory provides an excellent framework for synthetic modeling.
建模在自然科学(物理学、化学、生物学等)和公理科学(数学和统计学)之间架起了一座桥梁。归纳得出的描述性模型将物理过程的观测结果映射到可被视为公理的数学描述中(例如,各种物理定律)。综合模型将几个物理过程的描述性模型与一个结构模型(表示这些过程的相互作用)相结合,以推导或预测相互作用的结果。当与基本热力学原理一起应用时,电路理论为综合建模提供了一个出色的框架。