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020 _a9783030354459
024 7 _a10.1007/978-3-030-35445-9
_2doi
040 _aES-MaUEC
_bspa
_cES-MaUEC
_dES-MaUEC
050 4 _aQA9.64
_b2020 EB
245 0 0 _aIntuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms :
_bTheory and Applications
_cedited by Oscar Castillo, Patricia Melin, Janusz Kacprzyk.
250 _aFirst edition 2020.
264 1 _aCham
_bSpringer International Publishing
_c2020
300 _a1 recurso en línea (XIV, 792 páginas)
_b363 ilustraciones, 240 ilustraciones a color
336 _2rdacontent
_aTexto
_btxt
337 _2rdamedia
_aelectrónico
_bc
338 _2rdacarrier
_arecurso electrónico
_bcr
347 _aArchivo de texto
_bPDF
490 0 _aStudies in Computational Intelligence
_x1860-949X
_v862
490 0 _aIntelligent Technologies and Robotics (Springer-42732)
505 0 _aPart I: Type-1 and Type-2 Fuzzy Logic -- Parameter adaptation in the imperialist competitive algorithm using generalized type-2 fuzzy logic -- A Mamdani fuzzy inference protocol aimed to identify heterogeneity of the allometric response in arithmetical space -- Fireworks Algorithm (FWA) with adaptation of parameters using Interval Type-2 Fuzzy Logic System -- Omnidirectional Four Wheel Mobile Robot Control with a Type-2 Fuzzy Logic Behavior-based Strategy.
520 3 _aThis book describes the latest advances in fuzzy logic, neural networks, and optimization algorithms, as well as their hybrid intelligent combinations, and their applications in the areas such as intelligent control, robotics, pattern recognition, medical diagnosis, time series prediction, and optimization. The topic is highly relevant as most current intelligent systems and devices use some form of intelligent feature to enhance their performance. The book also presents new and advanced models and algorithms of type-2 fuzzy logic and intuitionistic fuzzy systems, which are of great interest to researchers in these areas. Further, it proposes novel, nature-inspired optimization algorithms and innovative neural models. Featuring contributions on theoretical aspects as well as applications, the book appeals to a wide audience. .
988 _aSpringer_Robotics_31032020
650 7 _2embne
_aLógica difusa
_9152594
700 1 _aCastillo, Oscar
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aMelin, Patricia
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aKacprzyk, Janusz
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
776 0 8 _iPrinted edition:
_z9783030354442
776 0 8 _iPrinted edition:
_z9783030354466
776 0 8 _iPrinted edition:
_z9783030354473
856 4 0 _uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-3-030-35445-9
_zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
942 _2lcc
_cLE
998 _b05/2020
_dz
_ek
_zSI