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Resilient Team Formation with Stabilisability of Agent Networks for Task Allocation
Team formation (TF) faces the problem of defining teams of agents able to accomplish a set of tasks. Resilience on TF problems aims to provide robustness and adaptability to unforeseen events involving agent deletion. However, agents are unaware of the ...
Optimizing the Performance of Containerized Cloud Software Systems Using Adaptive PID Controllers
Control theory has proven to be a practical approach for the design and implementation of controllers, which does not inherit the problems of non-control theoretic controllers due to its strong mathematical background. State-of-the-art auto-scaling ...
Applying Machine Learning in Self-adaptive Systems: A Systematic Literature Review
Recently, we have been witnessing a rapid increase in the use of machine learning techniques in self-adaptive systems. Machine learning has been used for a variety of reasons, ranging from learning a model of the environment of a system during operation ...