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001 978-3-031-17393-6
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008 221102s2023 sz | s |||| 0|eng d
020 _a9783031173936
_9978-3-031-17393-6
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072 7 _aUYQ
_2bicssc
072 7 _aTEC009000
_2bisacsh
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082 0 4 _a006.3
_223
100 1 _aMohammadzadeh, Ardashir.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
245 1 0 _aModern Adaptive Fuzzy Control Systems
_h[electronic resource] /
_cby Ardashir Mohammadzadeh, Mohammad Hosein Sabzalian, Chunwei Zhang, Oscar Castillo, Rathinasamy Sakthivel, Fayez F. M. El-Sousy.
250 _a1st ed. 2023.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2023.
300 _aX, 157 p. 95 illus., 91 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aStudies in Fuzziness and Soft Computing,
_x1860-0808 ;
_v421
500 _aAcceso multiusuario
505 0 _aChapter 1: An Introduction to Fuzzy and Fuzzy Control Systems -- Chapter 2: Classification of Adaptive Fuzzy Controllers -- Chapter 3: Type-2 Fuzzy Systems -- Chapter 4: Training Interval Type-2 Fuzzy Systems Based on Error Backpropagation.
520 _aThis book explains the basic concepts, theory and applications of fuzzy systems in control in a simple unified approach with clear ex-amples and simulations in the MATLAB programming language. Fuzzy systems, especially, type-2 neuro-fuzzy systems, are now used extensively in various engineering fields for different purposes. In plain language, this book aims to practically explain fuzzy sys-tems and different methods of training and optimizing these systems. For this purpose, type-2 neuro-fuzzy systems are first analyzed along with various methods of training and optimizing these systems through implementation in MATLAB. These systems are then em-ployed to design adaptive fuzzy controllers. The authors aim at pre-senting all the well-known optimization methods clearly and code them in the MATLAB language.
541 _fUABC ;
_cPerpetuidad
650 0 _aComputational intelligence.
650 0 _aControl engineering.
650 0 _aArtificial intelligence.
650 1 4 _aComputational Intelligence.
650 2 4 _aControl and Systems Theory.
650 2 4 _aArtificial Intelligence.
700 1 _aSabzalian, Mohammad Hosein.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
700 1 _aZhang, Chunwei.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
700 1 _aCastillo, Oscar.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
700 1 _aSakthivel, Rathinasamy.
_eauthor.
_0(orcid)0000-0002-5528-2709
_1https://orcid.org/0000-0002-5528-2709
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
700 1 _aEl-Sousy, Fayez F. M.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031173929
776 0 8 _iPrinted edition:
_z9783031173943
776 0 8 _iPrinted edition:
_z9783031173950
830 0 _aStudies in Fuzziness and Soft Computing,
_x1860-0808 ;
_v421
856 4 0 _zLibro electrónico
_uhttp://libcon.rec.uabc.mx:2048/login?url=https://doi.org/10.1007/978-3-031-17393-6
912 _aZDB-2-INR
912 _aZDB-2-SXIT
942 _cLIBRO_ELEC
999 _c263542
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