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020 _a9783031556845
_9978-3-031-55684-5
024 7 _a10.1007/978-3-031-55684-5
_2doi
050 4 _aQ342
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
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072 7 _aUYQ
_2thema
245 1 0 _aNew Horizons for Fuzzy Logic, Neural Networks and Metaheuristics
_h[electronic resource] /
_cedited by Oscar Castillo, Patricia Melin.
250 _a1st ed. 2024.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2024.
300 _aXII, 434 p. 153 illus., 114 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 Computational Intelligence,
_x1860-9503 ;
_v1149
520 _aThis book contains a collection of papers focused on hybrid intelligent systems based on soft computing techniques. In this book, new horizons on the theoretical developments of fuzzy logic, neural networks and optimization algorithms are envisioned. In addition, the abovementioned methods are discussed in application areas such as control and robotics, pattern recognition, medical diagnosis, decision-making, prediction and optimization of complex problems. There are a group of papers with the main theme of type-1, type-2 and type-3 fuzzy systems, which basically consists of papers that propose new concepts and algorithms based on type-1, type-2 and type-3 fuzzy logic and their applications. There is also a group of papers that offer theoretical concepts and applications of meta-heuristics in different areas. Another group of papers outlines diverse applications of hybrid intelligent systems in real problems. There are also a group papers that present theory and practice of neural networks in different applications. Finally, there are papers that offer theory and practice of optimization and evolutionary algorithms in different application areas.
650 0 _aComputational intelligence.
_964052
650 0 _aArtificial intelligence.
_958441
650 1 4 _aComputational Intelligence.
_964052
650 2 4 _aArtificial Intelligence.
_958441
700 1 _aCastillo, Oscar.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_966767
700 1 _aMelin, Patricia.
_eeditor.
_0(orcid)0000-0001-5798-1426
_1https://orcid.org/0000-0001-5798-1426
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_974912
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031556838
776 0 8 _iPrinted edition:
_z9783031556852
776 0 8 _iPrinted edition:
_z9783031556869
830 0 _aStudies in Computational Intelligence,
_x1860-9503 ;
_v1149
_968854
856 4 0 _uhttps://doi.org/10.1007/978-3-031-55684-5
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