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020 _a9783030344092
024 7 _a10.1007/978-3-030-34409-2
_2doi
040 _aES-MaUEC
_bspa
_cES-MaUEC
_dES-MaUEC
050 4 _aQ342
_b2020 EB
245 0 0 _aComputational Intelligence in Emerging Technologies for Engineering Applications
_cedited by Orestes Llanes Santiago, Carlos Cruz Corona, Antônio José Silva Neto, José Luis Verdegay.
250 _aFirst edition 2020.
264 1 _aCham
_bSpringer International Publishing
_c2020
300 _a1 recurso en línea (XX, 291 páginas)
_b90 ilustraciones, 70 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
_v872
490 0 _aIntelligent Technologies and Robotics (Springer-42732)
505 0 _aUncertainty Analysis of a Near-field Acoustic Levitation System -- Uncertainty Quantification and Statistics of Curves and Surfaces -- Meta-heuristic approaches for automatic roof measurement in solar panels installations -- Solution of a Coupled Conduction-Radiation Inverse Heat Transfer Problem with the Topographical Global Optimization Method -- Towards Intelligent Optimization of Design Strategies of Cyber Physical Systems: Measuring Efficacy through Evolutionary Computations -- A Novel Approach for Leak Localization in Water Distribution Networks using Computational Intelligence -- Determination of Nano-Aerosol Size Distribution using Differential Evolution -- Estimation of Timewise Varying Boundary Heat Flux via Bayesian Filters and Markov Chain Monte Carlo Method -- Health monitoring of automotive batteries in fast-charging conditions through a fuzzy model of the incremental capacity -- Fault Detection and Isolation in Smart Grid Devices using Probabilistic Boolean Networks -- Evaluating Automated Machine Learning on supervised regression Traffic Forecasting Problems -- Multi-robot coalition formation and task allocation using immigrant based adaptive genetic algorithms -- Lidar and Non-Extensive Particle Filter for UAV Autonomous Navigation -- Quasi-optimization of the Time Dependent Travelling Salesman Problem by Intuitionistic Fuzzy Model and Memetic Algorithm -- Analyzing Information and Communications Technology national indices by using Fuzzy Datamining Techniques.
520 3 _aThis book explores applications of computational intelligence in key and emerging fields of engineering, especially with regard to condition monitoring and fault diagnosis, inverse problems, decision support systems and optimization. These applications can be beneficial in a broad range of contexts, including: water distribution networks, manufacturing systems, production and storage of electrical energy, heat transfer, acoustic levitation, uncertainty and robustness of infinite-dimensional objects, fatigue failure prediction, autonomous navigation, nanotechnology, and the analysis of technological development indexes. All applications, mathematical and computational tools, and original results are presented using rigorous mathematical procedures. Further, the book gathers contributions by respected experts from 22 different research centers and eight countries: Brazil, Cuba, France, Hungary, India, Japan, Romania and Spain. The book is intended for use in graduate courses on applied computation, applied mathematics, and engineering, where tools like computational intelligence and numerical methods are applied to the solution of real-world problems in emerging areas of engineering.
988 _aSpringer_Robotics_31032020
650 7 _2embne
_aInteligencia artificial
_9413115
700 1 _aLlanes Santiago, Orestes.
_eeditor.
_0(orcid)0000-0002-6864-9629
_1https://orcid.org/0000-0002-6864-9629
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aCruz Corona, Carlos.
_eeditor.
_0(orcid)0000-0003-2072-4949
_1https://orcid.org/0000-0003-2072-4949
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aSilva Neto, Antônio José.
_eeditor.
_0(orcid)0000-0002-9616-6093
_1https://orcid.org/0000-0002-9616-6093
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aVerdegay, José Luis.
_eeditor.
_0(orcid)0000-0003-2487-942X
_1https://orcid.org/0000-0003-2487-942X
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
776 0 8 _iPrinted edition:
_z9783030344085
776 0 8 _iPrinted edition:
_z9783030344108
776 0 8 _iPrinted edition:
_z9783030344115
856 4 0 _uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-3-030-34409-2
_zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
942 _2lcc
_cLE
998 _b05/2020
_dz
_ek
_zSI