Name
Abstract | ||
|---|---|---|
This paper compares flat and hierarchical model structures in local model networks and discusses the side effects of normalization. A new algorithm for automatic transition adjustment between local models avoids undesirable effects that occur with the hierarchical approach and leads to a suitable model structure with better interpretability of local models. Demonstration examples illustrate the advantages over the existing approaches. |
Year | DOI | Venue |
|---|---|---|
2009 | 10.1109/ACC.2009.5159820 | ACC'09 Proceedings of the 2009 conference on American Control Conference |
Keywords | DocType | ISSN |
better interpretability,existing approach,demonstration example,local model network,hierarchical approach,hierarchical model structure,local model,suitable model structure,avoids undesirable effect,automatic transition adjustment,parameter estimation,mechanical engineering,mechatronics,interpolation,computational modeling,estimation,fuzzy logic,control theory,normalization,hierarchical model,optimization,polynomials,side effect,automatic control,covariance matrix | Conference | 0743-1619 |
Citations | PageRank | References |
7 | 0.71 | 1 |
Authors | ||
2 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Benjamin Hartmann | 1 | 23 | 1.77 |
| Oliver Nelles | 2 | 99 | 17.27 |