Is Self-Expression Useful? Evaluation by a Case Study
Mariachiara Puviani, Carlo Pinciroli, Giacomo Cabri, Letizia Leonardi, Franco Zambonelli
- Year
- 2013
- Citations
- 7
Abstract
In the context of adaptive component-based systems, self-expression is the capability of changing the adaptation pattern at run-time when some changes occur in the system itself or in its environment. Even if functional requirements can be met without changing the adaptation pattern, the achievement of non-functional requirements, such as performance, can benefit from a change of adaptation pattern. The aim of this paper is to show, by means of a case study in swarm robotics, that a change of adaptation pattern can affect the performance of a system. In particular we show that the change of adaptation pattern can be useful in adaptive component-based systems to react to changes in the situation of the environment.
Keywords
Related papers
Statistical Learning Theory
Yuhai Wu, Vladimir Vapnik
1999
Artificial intelligence: a modern approach
1995
Applied Nonlinear Control
Jean-Jacques Slotine, Weiping Li
1991
A new optimizer using particle swarm theory
R.C. Eberhart, James Kennedy
2002