TY - GEN
T1 - Knowledge representation for self-adaptive behavior
AU - Vassev, Emil
AU - Hinchey, Mike
AU - Gaudin, Benoit
PY - 2012
Y1 - 2012
N2 - An autonomic system is considered to be a self-adaptive system that changes its behavior in response to stimuli from its execution and operational environment. Such behavior is considered autonomic and self-adaptive and is intended to drive intelligent systems in situations requiring adaptation. Such systems encapsulate rules, constraints and mechanisms for self-adaptation and acquire and process knowledge about themselves and their environment. In this paper, an approach to knowledge representation and reasoning for self-adaptive behavior is presented. The approach is formal and demonstrates how knowledge representation and reasoning help to establish the vital connection between knowledge, perception, and actions realizing the self-adaptive behavior. The knowledge is used against the perception of the world to generate appropriate actions in compliance to some goals and beliefs.
AB - An autonomic system is considered to be a self-adaptive system that changes its behavior in response to stimuli from its execution and operational environment. Such behavior is considered autonomic and self-adaptive and is intended to drive intelligent systems in situations requiring adaptation. Such systems encapsulate rules, constraints and mechanisms for self-adaptation and acquire and process knowledge about themselves and their environment. In this paper, an approach to knowledge representation and reasoning for self-adaptive behavior is presented. The approach is formal and demonstrates how knowledge representation and reasoning help to establish the vital connection between knowledge, perception, and actions realizing the self-adaptive behavior. The knowledge is used against the perception of the world to generate appropriate actions in compliance to some goals and beliefs.
KW - knowledge representation
KW - reasoning
KW - self-adaptation
UR - http://www.scopus.com/inward/record.url?scp=84866050924&partnerID=8YFLogxK
U2 - 10.1145/2347583.2347599
DO - 10.1145/2347583.2347599
M3 - Conference contribution
AN - SCOPUS:84866050924
SN - 9781450310840
T3 - ACM International Conference Proceeding Series
SP - 113
EP - 117
BT - Proceedings - C Conference on Computer Science and Software Engineering, C3S2Ea'12
T2 - 5th International C Conference on Computer Science and Software Engineering,C3S2E 2012
Y2 - 27 June 2012 through 29 June 2012
ER -