Title :
Designing Self-Organising Emergent Systems based on Information Flows and Feedback-loops
Author :
De Wolf, Tom ; Holvoet, Tom
Author_Institution :
KU Leuven, Leuven
Abstract :
For self-organising emergent solutions, there is no support to explicitly design system-wide information flows and feedback loops in those flows. This is problematic because the problem-solving power mainly resides in coordination between agents which needs information exchange. The flows of inherently decentralised information are essential for emergence. Feedback loops are a prerequisite for self- organisation. The design should explicitly focus on information flows. Otherwise, engineers are overwhelmed by details of decentralised coordination mechanisms such as gradient fields without first looking at the bigger coordination picture. We introduce "Information Flow" as abstraction to design a solution independently of the coordination mechanism details by explicitly identifying information flows and designing feedback-loops. UML 2 activity diagrams are the notation. An automated guided vehicle transportation system shows the usefulness and feasibility.
Keywords :
Unified Modeling Language; problem solving; self-adjusting systems; UML; decentralised information; feedback-loops; self-organising emergent systems; system-wide information flows; Adaptive systems; Computer science; Feedback loop; Microscopy; Power engineering and energy; Problem-solving; Programmable control; Transportation; Unified modeling language; Vehicle dynamics;
Conference_Titel :
Self-Adaptive and Self-Organizing Systems, 2007. SASO '07. First International Conference on
Conference_Location :
Cambridge, MA
Print_ISBN :
0-7695-2906-2
DOI :
10.1109/SASO.2007.16