Title :
Gradient-Based Self-Organisation Patterns of Anticipative Adaptation
Author :
Montagna, Sara ; Pianini, Danilo ; Viroli, Mirko
Author_Institution :
Alma Mater Studiorum, Univ. di Bologna, Bologna, Italy
Abstract :
In this paper we conceive new self-organisation mechanisms to enhance the Gradient self-organisation pattern with anticipative adaptation abilities. We ensure that the problem of retrieving a target of interest in mobile environments is solved by proactively reacting to locally-available information about future events, namely, the knowledge about future obstacles (e.g., expected jams or road interruption in a traffic control scenario) is used to compute alternative and faster paths in an emergent way.
Keywords :
gradient methods; road traffic control; self-adjusting systems; anticipative adaptation ability; expected jams; future event; future obstacles; gradient-based self-organisation pattern; locally-available information; mobile environment; proactive reaction; road interruption; self-organisation mechanism; traffic control scenario; Context; Data structures; Interrupters; Iron; Mobile communication; Roads; Standards;
Conference_Titel :
Self-Adaptive and Self-Organizing Systems (SASO), 2012 IEEE Sixth International Conference on
Conference_Location :
Lyon
Print_ISBN :
978-1-4673-3126-5
DOI :
10.1109/SASO.2012.25