2 research outputs found
Analysis of hydrocyclone performance based on information granulation theory
This paper describes application of information granulation theory, on the
analysis of hydrocyclone perforamance. In this manner, using a combining of
Self Organizing Map (SOM) and Neuro-Fuzzy Inference System (NFIS), crisp and
fuzzy granules are obtained(briefly called SONFIS). Balancing of crisp granules
and sub fuzzy granules, within non fuzzy information (initial granulation), is
rendered in an open-close iteration. Using two criteria, "simplicity of rules
"and "adaptive threoshold error level", stability of algorithm is guaranteed.
Validation of the proposed method, on the data set of the hydrocyclone is
rendered.Comment: 8th. World Congress on Computational Mechanics (WCCM8) 5th. European
Congress on Computational Methods in Applied Sciences and Engineering
(ECCOMAS 2008) 2008 Venice, Ital
Development of Hybrid Intelligent Systems and their Applications from Engineering Systems to Complex Systems
In this study, we introduce general frame of MAny Connected Intelligent
Particles Systems (MACIPS). Connections and interconnections between particles
get a complex behavior of such merely simple system (system in
system).Contribution of natural computing, under information granulation
theory, are the main topic of this spacious skeleton. Upon this clue, we
organize different algorithms involved a few prominent intelligent computing
and approximate reasoning methods such as self organizing feature map (SOM)[9],
Neuro- Fuzzy Inference System[10], Rough Set Theory (RST)[11], collaborative
clustering, Genetic Algorithm and Ant Colony System. Upon this, we have
employed our algorithms on the several engineering systems, especially emerged
systems in Civil and Mineral processing. In other process, we investigated how
our algorithms can be taken as a linkage of government-society interaction,
where government catches various fashions of behavior: solid (absolute) or
flexible. So, transition of such society, by changing of connectivity
parameters (noise) from order to disorder is inferred. Add to this, one may
find an indirect mapping among finical systems and eventual market fluctuations
with MACIPS. In the following sections, we will mention the main topics of the
suggested proposal, briefly Details of the proposed algorithms can be found in
the references.Comment: A Brief Report for 10th Young Khwarizmi Awar