Predictive approaches to control of complex systems / Gorazd Karer and Igor Škrjanc.
| Author/creator | Karer, Gorazd |
| Other author | Škrjanc, Igor. |
| Format | Electronic |
| Publication Info | Berlin ; New York : Springer, [2013] |
| Description | xii, 258 pages : illustrations ; 25 cm. |
| Supplemental Content | Full text available from SpringerLINK Studies in Computational Intelligence Contemporary (1997-present) |
| Subjects |
| Series | Studies in computational intelligence, 1860-949X ; 454 Studies in computational intelligence v. 454. ^A766031 |
| Contents | Hybrid dynamics -- Piecewise affine and equivalent models -- Hybrid fuzzy model -- Unsupervised learning methods for identification of complex systems -- Batch reactor -- Modeling and identification of the batch reactor: the PWA approach -- Modeling and identification of the batch reactor: the HFM approach -- Introduction to predictive control of complex systems -- Solving mixed-Integer optimization problems -- Predictive control based on a reachability analysis -- Predictive control based on a genetic algorithm -- Self-adaptive predictive control with an online local-Linear-Model identification -- Control using an inverse hybrid fuzzy model -- Conclusion. |
| Bibliography note | Includes bibliographical references. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Genre/form | Electronic books. |
| LCCN | 2012949061 |
| ISBN | 9783642339462 (alk. paper) |
| ISBN | 3642339468 (alk. paper) |