Predictive approaches to control of complex systems / Gorazd Karer and Igor Škrjanc.

Author/creator Karer, Gorazd
Other author Škrjanc, Igor.
Format Electronic
Publication InfoBerlin ; New York : Springer, [2013]
Descriptionxii, 258 pages : illustrations ; 25 cm.
Supplemental ContentFull text available from SpringerLINK Studies in Computational Intelligence Contemporary (1997-present)
Subjects

SeriesStudies 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 noteIncludes bibliographical references.
Access restrictionAvailable only to authorized users.
Technical detailsMode of access: World Wide Web
Genre/formElectronic books.
LCCN 2012949061
ISBN9783642339462 (alk. paper)
ISBN3642339468 (alk. paper)