Title :
Self-organization based DSS framework
Author :
Lei, Zhang ; Shouju, Ren ; Zuzhao, Liu
Author_Institution :
Tsinghua Univ., Beijing, China
Abstract :
This paper presents a new decision support system (DSS) framework based on the self-organization principle, which offers flexibility and rationality in a complex enterprise environment. Firstly, the complexity of the current decision environment is analyzed. Then, the decision procedure model and its general dynamic state equation model are introduced. As the order-parameter is a key concept in the self-organization principle, the paper gives a diagrammatic strategy for DSS modeling, which divides the DSS solution methodology into both an order-parameter abstraction and a rule propagation procedure. The fractal data structure of the DSS is explained. Furthermore, a self-organization simulation model is introduced, which is the core of the new DSS framework, and which results in an advanced decision support strategy
Keywords :
decision support systems; digital simulation; interconnected systems; self-adjusting systems; DSS modeling; DSS solution methodology; complex decision problems; complex enterprise environment; decision environment; decision procedure model; decision support; diagrammatic strategy; dynamic state equation model; fractal data structure; order-parameter; order-parameter abstraction; rule propagation procedure; self-organization based DSS framework; self-organization principle; self-organization simulation model; Chaos; Data structures; Decision support systems; Decision theory; Fractals; Layout; Negative feedback; Nonlinear equations; Power system modeling; Probability distribution;
Conference_Titel :
Systems, Man, and Cybernetics, 2000 IEEE International Conference on
Conference_Location :
Nashville, TN
Print_ISBN :
0-7803-6583-6
DOI :
10.1109/ICSMC.2000.885061