LEADER 03203nam 2200505 450 001 9910672447403321 005 20230515153443.0 010 $a981-19-8857-9 024 7 $a10.1007/978-981-19-8857-8 035 $a(MiAaPQ)EBC7202803 035 $a(Au-PeEL)EBL7202803 035 $a(CKB)26162091600041 035 $a(DE-He213)978-981-19-8857-8 035 $a(PPN)268207879 035 $a(EXLCZ)9926162091600041 100 $a20230515d2023 uy 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aPredictive Learning Control for Unknown Nonaffine Nonlinear Systems $eTheory and Applications /$fQiongxia Yu [and four others] 205 $a1st ed. 2023. 210 1$aSingapore :$cSpringer, Springer Nature Singapore Pte Ltd.,$d[2023] 210 4$dİ2023 215 $a1 online resource (219 pages) 225 1 $aIntelligent Control and Learning Systems Series ;$vVolume 8 311 08$aPrint version: Yu, Qiongxia Predictive Learning Control for Unknown Nonaffine Nonlinear Systems Singapore : Springer,c2023 9789811988561 320 $aIncludes bibliographical references. 327 $aChapter 1: Introduction -- Chapter 2 Predictive Learning Control for Unknown Systems -- Chapter 3 Constrained Predictive Learning Control -- Chapter 4 Predictive Learning Control for Systems with Varying Trial Lengths -- Chapter 5 Predictive Learning Control for Systems with Unknown Time Delay -- Chapter 6 Predictive Learning Control for Systems with Full Available States -- Chapter 7 Predictive Learning Control for Systems with Unavailable States -- Chapter 8 High-Speed Train Automatic Operation Systems -- Chapter 9 Fundamental Two-Region Urban Road Networks -- Chapter 10 Complex Large-Scale Multi-Region Urban Traffic Systems -- Chapter 11 Conclusions. 330 $aThis book investigates both theory and various applications of predictive learning control (PLC) which is an advanced technology for complex nonlinear systems. To avoid the difficult modeling problem for complex nonlinear systems, this book begins with the design and theoretical analysis of PLC method without using mechanism model information of the system, and then a series of PLC methods is designed that can cope with system constraints, varying trial lengths, unknown time delay, and available and unavailable system states sequentially. Applications of the PLC on both railway and urban road transportation systems are also studied. The book is intended for researchers, engineers, and graduate students who are interested in predictive control, learning control, intelligent transportation systems and related fields. 410 0$aIntelligent data centric systems ;$vVolume 8. 606 $aNonlinear systems 606 $aPredictive control 615 0$aNonlinear systems. 615 0$aPredictive control. 676 $a003.75 700 $aYu$b Qiongxia$01335397 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910672447403321 996 $aPredictive Learning Control for Unknown Nonaffine Nonlinear Systems$93374628 997 $aUNINA