LEADER 03200nam 22006135 450 001 9910629276103321 005 20251008163714.0 010 $a3-031-17393-7 024 7 $a10.1007/978-3-031-17393-6 035 $a(MiAaPQ)EBC7130693 035 $a(Au-PeEL)EBL7130693 035 $a(CKB)25270803100041 035 $a(PPN)266348920 035 $a(DE-He213)978-3-031-17393-6 035 $a(OCoLC)1350685962 035 $a(EXLCZ)9925270803100041 100 $a20221102d2023 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aModern Adaptive Fuzzy Control Systems /$fby Ardashir Mohammadzadeh, Mohammad Hosein Sabzalian, Chunwei Zhang, Oscar Castillo, Rathinasamy Sakthivel, Fayez F. M. El-Sousy 205 $a1st ed. 2023. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2023. 215 $a1 online resource (161 pages) 225 1 $aStudies in Fuzziness and Soft Computing,$x1860-0808 ;$v421 311 08$aPrint version: Mohammadzadeh, Ardashir Modern Adaptive Fuzzy Control Systems Cham : Springer International Publishing AG,c2022 9783031173929 320 $aIncludes bibliographical references. 327 $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. 330 $aThis book explains the basic concepts, theory and applications of fuzzy systems in control in a simple unified approach with clear ex-amples and simulations in the MATLAB programming language. Fuzzy systems, especially, type-2 neuro-fuzzy systems, are now used extensively in various engineering fields for different purposes. In plain language, this book aims to practically explain fuzzy sys-tems and different methods of training and optimizing these systems. For this purpose, type-2 neuro-fuzzy systems are first analyzed along with various methods of training and optimizing these systems through implementation in MATLAB. These systems are then em-ployed to design adaptive fuzzy controllers. The authors aim at pre-senting all the well-known optimization methods clearly and code them in the MATLAB language. 410 0$aStudies in Fuzziness and Soft Computing,$x1860-0808 ;$v421 606 $aComputational intelligence 606 $aAutomatic control 606 $aArtificial intelligence 606 $aComputational Intelligence 606 $aControl and Systems Theory 606 $aArtificial Intelligence 615 0$aComputational intelligence. 615 0$aAutomatic control. 615 0$aArtificial intelligence. 615 14$aComputational Intelligence. 615 24$aControl and Systems Theory. 615 24$aArtificial Intelligence. 676 $a629.8312 676 $a629.836 700 $aMohammadzadeh$b Ardashir$01266055 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910629276103321 996 $aModern adaptive fuzzy control systems$93065510 997 $aUNINA