This paper surveys some recent approaches using Computational Intelligence (namely Fuzzy Logic and Evolutionary Algorithms) for manufacturing system control. In particular, the paper focuses on approaches oriented toward the Multi-Agent System design paradigms. Furthermore, this paper summarizes the results of a simulation comparison between-two fuzzy multi-agent architectures for job flow control, differing for the degree of interactions between agents, on a detailed case study that was recently proposed in literature to benchmark distributed multi-agent control approaches.
|Titolo:||Recent developments in the application of computational intelligence to multi-agent manufacturing control|
|Data di pubblicazione:||2001|
|Nome del convegno:||10th IEEE International Conference on Fuzzy Systems|
|Appare nelle tipologie:||4.1 Contributo in Atti di convegno|