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SPLC
2008
15 years 5 months ago
Modeling the Variability Space of Self-Adaptive Applications
Modeling self-adaptive applications is a difficult task due to the complex relationships they have with their environments. Designers of such applications strive to model accurate...
Gilles Perrouin, Franck Chauvel, Julien DeAntoni, ...
PUK
2000
15 years 5 months ago
Knowledge-Based Control of Decision Theoretic Planning - Adaptive Planning Model Selection
This paper proposes a new planning architecture for agents operating in uncertain and dynamic environments. Decisiontheoretic planning has been recognized as a useful tool for rea...
Jun Miura, Yoshiaki Shirai
GECCO
2008
Springer
182views Optimization» more  GECCO 2008»
15 years 5 months ago
Avida-MDE: a digital evolution approach to generating models of adaptive software behavior
Increasingly, high-assurance applications rely on autonomic systems to respond to changes in their environment. The inherent uncertainty present in the environment of autonomic sy...
Heather Goldsby, Betty H. C. Cheng
WSC
1989
15 years 5 months ago
Adaptive distribution of model components via congestion measures
One of the factors affecting the performance of distributed simulation models is the assignment of logical processes to processors. This paper outlines a dynamic allocation scheme...
Murali S. Shanker, W. David Kelton, Rema Padman
NIPS
1990
15 years 5 months ago
Planning with an Adaptive World Model
We present a new connectionist planning method TML90 . By interaction with an unknown environment, a world model is progressively constructed using gradient descent. For deriving ...
Sebastian Thrun, Knut Möller, Alexander Linde...