【摘要】 针对企业演化过程的动态性和不确定性,借鉴Holland教授的复杂适应系统理论的建模思想,提出运用神经网络的学习能力模拟智能体适应性的方法,建立基于复杂适应系统理论的企业演化模型。主要从企业行为的视角对处于动态竞争中的企业如何应对竞争实现企业演化的问题进行探讨,期望充实关于竞争和演化的理论。通过开发基于swarm平台的Ob-ject-c仿真程序,模拟了不确定环境下企业的规模分布和动态演化过程,并对仿真结果进行分析。更多还原

【Abstract】 In accordance with the dynamics and uncertainty during the enterprise evolvement. Referring to the modeling scheme of Hol- land’s Echo model, a method of simulating the adaptability of agent by neural network is proposed, the issues related to how to respond and evolve in the dynamic competition from the perspective of evolutionary theory is discussed mainly. Secondly, an applied model of CAS-based firm evolvement was built. Finally, the size distribution and evolvement of the firm under uncertain environment is simulated through the program of Object-c based on swarm, and the results of the simulation are analyzed.更多还原