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100 | 1 |
_aYu, Qiongxia. _eauthor. _0(orcid)0000-0003-3196-8826 _1https://orcid.org/0000-0003-3196-8826 _4aut _4http://id.loc.gov/vocabulary/relators/aut |
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245 | 1 | 0 |
_aPredictive Learning Control for Unknown Nonaffine Nonlinear Systems _h[electronic resource] : _bTheory and Applications / _cby Qiongxia Yu, Ting Lei, Fengchen Tian, Zhongsheng Hou, Xuhui Bu. |
250 | _a1st ed. 2023. | ||
264 | 1 |
_aSingapore : _bSpringer Nature Singapore : _bImprint: Springer, _c2023. |
|
300 |
_aIX, 206 p. 77 illus., 75 illus. in color. _bonline resource. |
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336 |
_atext _btxt _2rdacontent |
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337 |
_acomputer _bc _2rdamedia |
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338 |
_aonline resource _bcr _2rdacarrier |
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347 |
_atext file _bPDF _2rda |
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490 | 1 |
_aIntelligent Control and Learning Systems, _x2662-5466 ; _v8 |
|
500 | _aAcceso multiusuario | ||
505 | 0 | _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. | |
520 | _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. | ||
541 |
_fUABC ; _cPerpetuidad |
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650 | 0 | _aControl engineering. | |
650 | 0 | _aMachine learning. | |
650 | 0 | _aComputational intelligence. | |
650 | 0 |
_aMathematics _xData processing. |
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650 | 0 | _aEngineering mathematics. | |
650 | 0 |
_aEngineering _xData processing. |
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650 | 1 | 4 | _aControl and Systems Theory. |
650 | 2 | 4 | _aMachine Learning. |
650 | 2 | 4 | _aComputational Intelligence. |
650 | 2 | 4 | _aComputational Science and Engineering. |
650 | 2 | 4 | _aMathematical and Computational Engineering Applications. |
700 | 1 |
_aLei, Ting. _eauthor. _0(orcid)0000-0002-6027-3532 _1https://orcid.org/0000-0002-6027-3532 _4aut _4http://id.loc.gov/vocabulary/relators/aut |
|
700 | 1 |
_aTian, Fengchen. _eauthor. _4aut _4http://id.loc.gov/vocabulary/relators/aut |
|
700 | 1 |
_aHou, Zhongsheng. _eauthor. _0(orcid)0000-0001-5278-3420 _1https://orcid.org/0000-0001-5278-3420 _4aut _4http://id.loc.gov/vocabulary/relators/aut |
|
700 | 1 |
_aBu, Xuhui. _eauthor. _0(orcid)0000-0001-5752-1091 _1https://orcid.org/0000-0001-5752-1091 _4aut _4http://id.loc.gov/vocabulary/relators/aut |
|
710 | 2 | _aSpringerLink (Online service) | |
773 | 0 | _tSpringer Nature eBook | |
776 | 0 | 8 |
_iPrinted edition: _z9789811988561 |
776 | 0 | 8 |
_iPrinted edition: _z9789811988585 |
776 | 0 | 8 |
_iPrinted edition: _z9789811988592 |
830 | 0 |
_aIntelligent Control and Learning Systems, _x2662-5466 ; _v8 |
|
856 | 4 | 0 |
_zLibro electrónico _uhttp://libcon.rec.uabc.mx:2048/login?url=https://doi.org/10.1007/978-981-19-8857-8 |
912 | _aZDB-2-INR | ||
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